Articulatory Feature Classification using Surface Electromyography. - Szu-Chen Stan Jou; Lena Maier-Hein; Tanja Schultz; Alex Waibel (ICASSP (1), 2006)

Atembewegungssimulator für die in-vitro Evaluation von Weichgewebe-Navigationssystemen in der Leber. - Lena Maier-Hein; Frank Pianka; Sascha A. Müller; Alexander Seitel; Urte Rietdorf; Ivo Wolf; Bruno M. Schmied; Hans-Peter Meinzer (Bildverarbeitung für die Medizin, 2007)

Precision Targeting of Liver Lesions with a Needle-Based Soft Tissue Navigation System. - Lena Maier-Hein; Frank Pianka; Alexander Seitel; Sascha A. Müller; Aysun Tekbas; Mathias Seitel; Ivo Wolf; Bruno M. Schmied; Hans-Peter Meinzer (MICCAI (2), 2007)

Soft tissue navigation using needle-shaped markers: evaluation of navigation aid tracking accuracy and CT registration. - Lena Maier-Hein; Daniel Maleike; Jochen Neuhaus; Alfred M. Franz; Ivo Wolf; Hans-Peter Meinzer (Image-Guided Procedures, 2007)

In-vitro evaluation of a novel needle-based soft tissue navigation system with a respiratory liver motion simulator. - Lena Maier-Hein; Sascha A. Müller; Frank Pianka; Alexander Seitel; Beat P. Müller-Stich; Carsten N. Gutt; Urte Rietdorf; Götz Richter; Hans-Peter Meinzer; Bruno M. Schmied; Ivo Wolf (Image-Guided Procedures, 2007)

In-Vivo Targeting of Liver Lesions with a Navigation System Based on Fiducial Needles. - Lena Maier-Hein; Aysun Tekbas; Alexander Seitel; Frank Pianka; Sascha A. Müller; S. Schawo; Boris A. Radeleff; Ralf Tetzlaff; Alfred M. Franz; Anne-Mareike Rau; Ivo Wolf; Hans-Ulrich Kauczor; et al. (Bildverarbeitung für die Medizin, 2008)

Computer-assisted soft tissue interventions. - Hans-Peter Meinzer; Lena Maier-Hein; Ingmar Wegner; Matthias Baumhauer; Ivo Wolf (ISBI, 2008)

Comparative assessment of optical tracking systems for soft tissue navigation with fiducial needles. - Lena Maier-Hein; Alfred M. Franz; Hans-Peter Meinzer; Ivo Wolf (Image-Guided Procedures, 2008)

Respiratory liver motion simulator for validating image-guided systems ex-vivo. - Lena Maier-Hein; Frank Pianka; Sascha A. Müller; Urte Rietdorf; Alexander Seitel; Alfred M. Franz; Ivo Wolf; Bruno M. Schmied; Hans-Peter Meinzer (Int. J. Comput. Assist. Radiol. Surg., 2008)

Der Telemanipulator daVinci als mechanisches Trackingsystem. - Johannes Käst; Jochen Neuhaus; Felix Nickel; Hannes Kenngott; Markus Engel; Elaine Short; Michael Reiter; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2009)

Reduktion der Invasivität bei nadelbasierter Bewegungskompensation für navigierte Eingriffe im Abdomen. - Lena Maier-Hein; Aysun Tekbas; Alfred M. Franz; Ralf Tetzlaff; Sascha A. Müller; Frank Pianka; Ivo Wolf; Hans-Ulrich Kauczor; Bruno M. Schmied; Hans-Peter Meinzer (Bildverarbeitung für die Medizin, 2009)

MITK-IGT: Eine Navigationskomponente für das Medical Imaging Interaction Toolkit. - Jochen Neuhaus; Ingmar Wegner; Johannes Käst; Matthias Baumhauer; Alexander Seitel; Ingmar Gergel; Marco Nolden; Daniel Maleike; Ivo Wolf; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2009)

Human vs. robot operator error in a needle-based navigation system for percutaneous liver interventions. - Lena Maier-Hein; Conor J. Walsh; Alexander Seitel; Nevan C. Hanumara; Jo-Anne Shepard; Alfred M. Franz; Frank Pianka; Sascha A. Müller; Bruno M. Schmied; Alexander H. Slocum; Rajiv Gupta; Hans-Peter Meinzer (Image-Guided Procedures, 2009)

Development and evaluation of a new image-based user interface for robot-assisted needle placements with the Robopsy system. - Alexander Seitel; Conor J. Walsh; Nevan C. Hanumara; Jo-Anne Shepard; Alexander H. Slocum; Hans-Peter Meinzer; Rajiv Gupta; Lena Maier-Hein (Image-Guided Procedures, 2009)

Towards a Mixed Reality Environment for Preoperative Planning of Cardiac Surgery. - Mathias Seitel; Lena Maier-Hein; Urte Rietdorf; S. Nikoloff; Alexander Seitel; Alfred M. Franz; Hannes Kenngott; Matthias Karck; Raffaele De Simone; Ivo Wolf; Hans-Peter Meinzer (MMVR, 2009)

RepliExplore: coupling physical and virtual anatomy models. - Mathias Seitel; Lena Maier-Hein; Alexander Seitel; Alfred M. Franz; Hannes Kenngott; Raffaele De Simone; Ivo Wolf; Hans-Peter Meinzer (Int. J. Comput. Assist. Radiol. Surg., 2009)

Motion compensation and computer guidance for percutenaneous abdominal interventions. - Lena Maier-Hein (2009)

Schnelle Zugangsplanung für die perkutane Punktion der Leber. - Markus Engel; Alexander Seitel; Markus Fangerau; Boris A. Radeleff; Christof M. Sommer; Caroline Essert-Villard; Claire Baegert; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2010)

Partikelfilterung für die Kompensation von Atembewegung während der navigierten Bronchoskopie. - Ingmar Gergel; Thiago R. dos Santos; Ralf Tetzlaff; Lena Maier-Hein; Hans-Peter Meinzer; Ingmar Wegner (Bildverarbeitung für die Medizin, 2010)

Iterative Closest Point Algorithm in the Presence of Anisotropic Noise. - Lena Maier-Hein; Thiago R. dos Santos; Alfred M. Franz; Hans-Peter Meinzer (Bildverarbeitung für die Medizin, 2010)

Laparoscopic Quantitative 3D Endoscopy for Image Guided Surgery. - Jochen Penne; Christian Schaller; Rainer Engelbrecht; Lena Maier-Hein; Bernhard Schmauss; Hans-Peter Meinzer; Joachim Hornegger (Bildverarbeitung für die Medizin, 2010)

Graphbasierte Registrierung von Tubulären Strukturen. - Thiago R. dos Santos; Ingmar Gergel; Sven Mersmann; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2010)

Time-of-Flight Kameras für die intraoperative Oberflächenerfassung. - Alexander Seitel; Thiago R. dos Santos; Sven Mersmann; Jochen Penne; Ralf Tetzlaff; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2010)

Navigierte Leberchirurgie mit Time-of-Flight Kameratechnologie für die intraoperative Bildakquisition. - Sven Mersmann; Florian Arnegger; Bruno M. Schmied; Hans-Peter Meinzer; Lena Maier-Hein (CURAC, 2010)

Markerlose Bewegungskompensation für navigierte, minimal-invasive Interventionen. - Alexander Seitel; Christof M. Sommer; Boris A. Radeleff; Hans-Peter Meinzer; Lena Maier-Hein (CURAC, 2010)

Accounting for Anisotropic Noise in Fine Registration of Time-of-Flight Range Data with High-Resolution Surface Data. - Lena Maier-Hein; Mirko Schmidt; Alfred M. Franz; Thiago R. dos Santos; Alexander Seitel; Bernd Jähne; J. Michael Fitzpatrick; Hans-Peter Meinzer (MICCAI (1), 2010)

Correspondences Search for Surface-Based Intra-Operative Registration. - Thiago R. dos Santos; Alexander Seitel; Hans-Peter Meinzer; Lena Maier-Hein (MICCAI (2), 2010)

Particle filtering for respiratory motion compensation during navigated bronchoscopy. - Ingmar Gergel; Thiago R. dos Santos; Ralf Tetzlaff; Lena Maier-Hein; Hans-Peter Meinzer; Ingmar Wegner (Image-Guided Procedures, 2010)

Automatic feature detection for 3D surface reconstruction from HDTV endoscopic videos. - Anja Groch; Matthias Baumhauer; Hans-Peter Meinzer; Lena Maier-Hein (Image-Guided Procedures, 2010)

Fast correspondences search in anatomical trees. - Thiago R. dos Santos; Ingmar Gergel; Hans-Peter Meinzer; Lena Maier-Hein (Image Processing, 2010)

In-vitro Evaluation von endoskopischer Oberflächenrekonstruktion mittels Time-of-Flight-Kameratechnik. - Anja Groch; Susanne Hempel; Stefanie Speidel; Kurt Höller; Rainer Engelbrecht; Jochen Penne; Alexander Seitel; Sebastian Röhl; Kwong Yung; Sebastian Bodenstedt; F. Pflaum; Thomas Kilgus; et al. (Bildverarbeitung für die Medizin, 2011)

Generation of Triangle Meshes from Time-of-Flight Data for Surface Registration. - Thomas Kilgus; Thiago R. dos Santos; Alexander Seitel; Kwong Yung; Alfred M. Franz; Anja Groch; Ivo Wolf; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2011)

Towards Mobile Augmented Reality for On-Patient Visualization of Medical Images. - Lena Maier-Hein; Alfred M. Franz; Markus Fangerau; Mirko Schmidt; Alexander Seitel; Sven Mersmann; Thomas Kilgus; Anja Groch; Kwong Yung; Thiago R. dos Santos; Hans-Peter Meinzer (Bildverarbeitung für die Medizin, 2011)

Time-of-Flight Kameratechnik für Augmented Reality in der computergestützten Chirurgie. - Sven Mersmann; Michael Müller 001; Alexander Seitel; Florian Arnegger; Ralf Tetzlaff; Matthias Baumhauer; Bruno M. Schmied; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2011)

Time-of-Flight Surface De-Noising by Spectral Decomposition. - Thiago R. dos Santos; Alexander Seitel; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2011)

Effiziente Planung von Zugangswegen für sichere Nadelinsertionen. - Alexander Seitel; Kwong Yung; Markus Engel; Markus Fangerau; Anja Groch; Michael Müller 001; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2011)

MITK-ToF: Time-of-Flight Kamera-Integration in das Medical Imaging Interaction Toolkit. - Kwong Yung; Alexander Seitel; Sven Mersmann; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2011)

Robust multi-modal surface matching for intra-operative registration. - Thiago R. dos Santos; Alfred M. Franz; Hans-Peter Meinzer; Lena Maier-Hein (CBMS, 2011)

Oberflächenrekonstruktion für minimal-invasive Navigationssysteme. - Anja Groch; Susanne Hempel; Stefanie Speidel; Sven Haase; Hannes Kenngott; Alexander Seitel; Sebastian Röhl; Martin Wagner 001; Thomas Kilgus; Kwong Yung; Sebastian Bodenstedt; Beat P. Müller-Stich; et al. (CURAC, 2011)

3D surface reconstruction for laparoscopic computer-assisted interventions: comparison of state-of-the-art methods. - Anja Groch; Alexander Seitel; Susanne Hempel; Stefanie Speidel; Rainer Engelbrecht; Jochen Penne; Kurt Höller; Sebastian Röhl; Kwong Yung; Sebastian Bodenstedt; F. Pflaum; Thiago R. dos Santos; et al. (Image-Guided Procedures, 2011)

Time-of-flight camera technique for augmented reality in computer-assisted interventions. - Sven Mersmann; Michael Müller 001; Alexander Seitel; Florian Arnegger; Ralf Tetzlaff; Julien Dinkel; Matthias Baumhauer; Bruno M. Schmied; Hans-Peter Meinzer; Lena Maier-Hein (Image-Guided Procedures, 2011)

Adaptive bilateral filter for image denoising and its application to in-vitro Time-of-Flight data. - Alexander Seitel; Thiago R. dos Santos; Sven Mersmann; Jochen Penne; Anja Groch; Kwong Yung; Ralf Tetzlaff; Hans-Peter Meinzer; Lena Maier-Hein (Image-Guided Procedures, 2011)

Iterative closest point algorithm with anisotropic weighting and its application to fine surface registration. - Lena Maier-Hein; Thiago R. dos Santos; Alfred M. Franz; Hans-Peter Meinzer; J. Michael Fitzpatrick (Image Processing, 2011)

Multi-modal surface comparison and its application to intra-operative range data. - Thiago R. dos Santos; Alexander Seitel; Thomas Kilgus; Tobias Heimann; Ralf Tetzlaff; Hans-Peter Meinzer; Lena Maier-Hein (Image Processing, 2011)

Extending the Doubly Linked Face List for the Representation of 2-pseudomanifolds and 2-Manifolds with Boundaries. - Thiago R. dos Santos; Hans-Peter Meinzer; Lena Maier-Hein (Int. J. Comput. Geom. Appl., 2011)

Elektromagnetisches Tracking für die interventionelle Radiologie - Genauigkeitsuntersuchung und in-vitro Applikation eines neuen Feldgenerators. - Alfred M. Franz; Mark Servatius; Alexander Seitel; Johann Hummel; Wolfgang Birkfellner; Laura Bartha; Heinz-Peter Schlemmer; Christof M. Sommer; Boris A. Radeleff; Hans-Ulrich Kauczor; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2012)

Optimierte endoskopische Time-of-Flight Oberflächenrekonstruktion durch Integration eines Struktur-durch-Bewegung-Ansatzes. - Anja Groch; Sven Haase; Martin Wagner 001; Thomas Kilgus; Hannes Kenngott; Heinz-Peter Schlemmer; Joachim Hornegger; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2012)

ToF/RGB Sensor Fusion for Augmented 3D Endoscopy using a Fully Automatic Calibration Scheme. - Sven Haase; Christoph Forman; Thomas Kilgus; Roland Bammer; Lena Maier-Hein; Joachim Hornegger (Bildverarbeitung für die Medizin, 2012)

Effect of Active Air Conditioning in Medical Intervention Rooms on the Temperature Dependency of Time-of-Flight Distance Measurements. - Sven Mersmann; David Guerrero; Heinz-Peter Schlemmer; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2012)

Markerlose Navigation für perkutane Nadelinsertionen. - Alexander Seitel; Mark Servatius; Alfred M. Franz; Thomas Kilgus; Nadine Bellemann; Boris A. Radeleff; S. Fuchs; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2012)

GPU-basierte Verarbeitung von hochaufgelösten Videodateien zur Navigation in der laparoskopischen Prostatektomie. - Michael Müller 001; Alexander Seitel; Matthias Baumhauer; A. Jalal; Dogu Teber; Jens Rassweiler; Hans-Peter Meinzer; Lena Maier-Hein (CURAC, 2012)

Markerlose Navigation für perkutane Nadelinsertionen. - Alexander Seitel; Mark Servatius; Alfred M. Franz; Nadine Bellemann; Markus Engel; Kwong Yung; Thomas Kilgus; Christof M. Sommer; Boris A. Radeleff; Hans-Peter Meinzer; Lena Maier-Hein (CURAC, 2012)

Navigierte Laparoskopische Rektumchirurgie: Einfluss der Sensorplatzierung und Organgeometrie auf die Genauigkeit des elektromagnetischen Organtrackings. - Martin Wagner 001; Hannes Götz Kenngott; J. Wünscher; L. Albala; Matthias Gondan; C. Zöllner; Anja Groch; Lena Maier-Hein; Beat P. Müller-Stich (CURAC, 2012)

Simplified development of image-guided therapy software with MITK-IGT. - Alfred M. Franz; Alexander Seitel; Mark Servatius; C. Zöllner; Ingmar Gergel; Ingmar Wegner; Jochen Neuhaus; Sascha Zelzer; Marco Nolden; Johannes Gaa; P. Mercea; Kwong Yung; et al. (Image-Guided Procedures, 2012)

Registration of partially overlapping surfaces for range image based augmented reality on mobile devices. - Thomas Kilgus; Alfred M. Franz; Alexander Seitel; Keno März; Laura Bartha; Markus Fangerau; Sven Mersmann; Anja Groch; Hans-Peter Meinzer; Lena Maier-Hein (Image-Guided Procedures, 2012)

Robust and efficient fiducial tracking for augmented reality in HD-laparoscopic video streams. - M. Müller; Anja Groch; Matthias Baumhauer; Lena Maier-Hein; Dogu Teber; Jens Rassweiler; Hans-Peter Meinzer; Ingmar Wegner (Image-Guided Procedures, 2012)

Minimally deformed correspondences between surfaces for intra-operative registration. - Thiago R. dos Santos; Caspar J. Goch; Alfred M. Franz; Hans-Peter Meinzer; Tobias Heimann; Lena Maier-Hein (Image Processing, 2012)

Electromagnetic tracking for US-guided interventions: standardized assessment of a new compact field generator. - Alfred M. Franz; Keno März; Johann Hummel; Wolfgang Birkfellner; Rolf Bendl; Stefan Delorme; Heinz-Peter Schlemmer; Hans-Peter Meinzer; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2012)

MITK-ToF - Range data within MITK. - Alexander Seitel; Kwong Yung; Sven Mersmann; Thomas Kilgus; Anja Groch; Thiago R. dos Santos; Alfred M. Franz; Marco Nolden; Hans-Peter Meinzer; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2012)

Convergent Iterative Closest-Point Algorithm to Accomodate Anisotropic and Inhomogenous Localization Error. - Lena Maier-Hein; Alfred Michael Franz; Thiago R. dos Santos; Mirko Schmidt; Markus Fangerau; Hans-Peter Meinzer; J. Michael Fitzpatrick (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

MITK-US: Echtzeitverarbeitung von Ultraschallbildern in MITK. - Alfred Michael Franz; Keno März; Alexander Seitel; Michael Müller 001; Sascha Zelzer; Marco Nodeln; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2013)

Navigierte ultraschallgeführte Leberpunktion mit integriertem EM Feldgenerator. - Keno März; Alfred Michael Franz; Bram Stieltjes; Alexandra Zahn; Alexander Seitel; Justin Iszatt; Boris A. Radeleff; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2013)

Instrument segmentation in hybrid 3-D endoscopy using multi-sensor super-resolution. - Sven Haase; Thomas Köhler 004; Thomas Kilgus; Lena Maier-Hein; Joachim Hornegger; Hubertus Feussner (CURAC, 2013)

Real-Time Range Imaging in Health Care: A Survey. - Sebastian Bauer 001; Alexander Seitel; Hannes G. Hofmann; Tobias Blum; Jakob Wasza; Michael Balda; Hans-Peter Meinzer; Nassir Navab; Joachim Hornegger; Lena Maier-Hein (Time-of-Flight and Depth Imaging, 2013)

Mobile EM Field Generator for Ultrasound Guided Navigated Needle Insertions. - Keno März; Alfred M. Franz; Bram Stieltjes; Justin Iszatt; Alexander Seitel; Boris A. Radeleff; Hans-Peter Meinzer; Lena Maier-Hein (IPCAI, 2013)

3-D Operation Situs Reconstruction with Time-of-Flight Satellite Cameras Using Photogeometric Data Fusion. - Sven Haase; Sebastian Bauer 001; Jakob Wasza; Thomas Kilgus; Lena Maier-Hein; Armin Schneider; Michael Kranzfelder; Hubertus Feußner; Joachim Hornegger (MICCAI (1), 2013)

ToF Meets RGB: Novel Multi-Sensor Super-Resolution for Hybrid 3-D Endoscopy. - Thomas Köhler 004; Sven Haase; Sebastian Bauer 001; Jakob Wasza; Thomas Kilgus; Lena Maier-Hein; Hubertus Feußner; Joachim Hornegger (MICCAI (1), 2013)

Mobile augmented reality for computer-assisted percutaneous nephrolithotomy. - Michael Müller 001; Marie-Claire Rassweiler; Jan Klein 001; Alexander Seitel; Matthias Gondan; Matthias Baumhauer; Dogu Teber; Jens Rassweiler; Hans-Peter Meinzer; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2013)

The Medical Imaging Interaction Toolkit: challenges and advances. - Marco Nolden; Sascha Zelzer; Alexander Seitel; Diana Wald; Michael Müller 001; Alfred M. Franz; Daniel Maleike; Markus Fangerau; Matthias Baumhauer; Lena Maier-Hein; Klaus H. Maier-Hein; Hans-Peter Meinzer; et al. (Int. J. Comput. Assist. Radiol. Surg., 2013)

Optical techniques for 3D surface reconstruction in computer-assisted laparoscopic surgery. - Lena Maier-Hein; Peter Mountney; Adrien Bartoli; Haytham Elhawary; Daniel S. Elson; Anja Groch; Andreas Kolb 001; Marcos A. Rodrigues 001; Jonathan M. Sorger; Stefanie Speidel; Danail Stoyanov (Medical Image Anal., 2013)

Kabelloses elektromagnetisches Tracking in der Medizin. - Alfred M. Franz; D. Schmitt; Alexander Seitel; M. Chatrasingh; Gernot Echner; Hans-Peter Meinzer; Simeon Nill; Wolfgang Birkfellner; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2014)

GPGPU-beschleunigter anisotroper ICP zur Registrierung von Tiefendaten. - Eric Heim; Thomas Kilgus; Sven Haase; Justin Iszatt; Alfred M. Franz; Alexander Seitel; Michael Müller 001; Markus Fangerau; Joachim Hornegger; Hans-Peter Meinzer; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2014)

Outlier Detection for Multi-Sensor Super-Resolution in Hybrid 3D Endoscopy. - Thomas Köhler 004; Sven Haase; Sebastian Bauer 001; Jakob Wasza; Thomas Kilgus; Lena Maier-Hein; Hubertus Feußner; Joachim Hornegger (Bildverarbeitung für die Medizin, 2014)

Temporal Non-Local-Means Filtering in Hybrid 3D Endoscopy. - Tobias Lindenberger; Sven Haase; Jakob Wasza; Thomas Kilgus; Lena Maier-Hein; Hubertus Feußner; Joachim Hornegger (Bildverarbeitung für die Medizin, 2014)

Challenges in Collecting Patient Characteristics for Analysis using Linked Data. - Benedikt Kämpgen; Keno März; Mohammadreza Hafezi; Alfred Adler; Patrick Philipp 002; Sascha Zelzer; Arash Saffari; Marco Nolden; Arianeb Mehrabi; Lena Maier-Hein; Achim Rettinger (CURAC, 2014)

Patch based specular reflection removal for range images in hybrid 3-D endoscopy. - Sven Haase; Jakob Wasza; Mustafa Safak; Thomas Kilgus; Lena Maier-Hein; Hubertus Feußner; Joachim Hornegger (ISBI, 2014)

Can Masses of Non-Experts Train Highly Accurate Image Classifiers? - A Crowdsourcing Approach to Instrument Segmentation in Laparoscopic Images. - Lena Maier-Hein; Sven Mersmann; Daniel Kondermann; Sebastian Bodenstedt; Alexandro Sanchez; Christian Stock; Hannes Götz Kenngott; Matthias Eisenmann; Stefanie Speidel (MICCAI (2), 2014)

Crowdsourcing for Reference Correspondence Generation in Endoscopic Images. - Lena Maier-Hein; Sven Mersmann; Daniel Kondermann; Christian Stock; Hannes Götz Kenngott; Alexandro Sanchez; Martin Wagner 001; Anas Preukschas; Anna-Laura Wekerle; Stefanie Helfert; Sebastian Bodenstedt; Stefanie Speidel (MICCAI (2), 2014)

Endoscopic Sheffield Index for Unsupervised In Vivo Spectral Band Selection. - Sebastian J. Wirkert; Neil T. Clancy; Danail Stoyanov; Shobhit Arya; George B. Hanna; Heinz-Peter Schlemmer; Peter Sauer; Daniel S. Elson; Lena Maier-Hein (CARE@MICCAI, 2014)

MITK-US: real-time ultrasound support within MITK. - Keno März; Alfred Michael Franz; Alexander Seitel; A. Winterstein; Rolf Bendl; Sascha Zelzer; Marco Nolden; Hans-Peter Meinzer; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2014)

Interventional real-time ultrasound imaging with an integrated electromagnetic field generator. - Keno März; Alfred M. Franz; Alexander Seitel; A. Winterstein; Mohammadreza Hafezi; Arash Saffari; Rolf Bendl; Bram Stieltjes; Hans-Peter Meinzer; Arianeb Mehrabi; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2014)

Pose-independent surface matching for intra-operative soft-tissue marker-less registration. - Thiago Ramos dos Santos; Alexander Seitel; Thomas Kilgus; Stefan Suwelack; Anna-Laura Wekerle; Hannes Kenngott; Stefanie Speidel; Heinz-Peter Schlemmer; Hans-Peter Meinzer; Tobias Heimann; Lena Maier-Hein (Medical Image Anal., 2014)

Electromagnetic Tracking in Medicine - A Review of Technology, Validation, and Applications. - Alfred M. Franz; Tamás Haidegger; Wolfgang Birkfellner; Kevin Cleary; Terry M. Peters; Lena Maier-Hein (IEEE Trans. Medical Imaging, 2014)

Comparative Validation of Single-Shot Optical Techniques for Laparoscopic 3-D Surface Reconstruction. - Lena Maier-Hein; Anja Groch; Adrien Bartoli; Sebastian Bodenstedt; G. Boissonnat; Ping-Lin Chang; Neil Clancy; Daniel S. Elson; Sven Haase; Eric Heim; Joachim Hornegger; Pierre Jannin; et al. (IEEE Trans. Medical Imaging, 2014)

Crowdgestützte Organsegmentierung: Möglichkeiten und Grenzen. - Eric Heim; Tobias Roß; Tobias Norajitra; Marco Nolden; Keno März; Daniel Kondermann; Stefanie Speidel; Klaus H. Maier-Hein; Lena Maier-Hein (CURAC, 2015)

A RESTful Approach for Developing Medical Decision Support Systems. - Tobias Weller; Maria Maleshkova; Keno März; Lena Maier-Hein (ESWC (Satellite Events), 2015)

The HCI Stereo Metrics: Geometry-Aware Performance Analysis of Stereo Algorithms. - Katrin Honauer; Lena Maier-Hein; Daniel Kondermann (ICCV, 2015)

Navigated marker placement for motion compensation in radiotherapy. - A. Winterstein; Keno März; Alfred M. Franz; Mohammadreza Hafezi; Nassim Fard; F. Sterzing; Arianeb Mehrabi; Lena Maier-Hein (Image-Guided Procedures, 2015)

Mobile markerless augmented reality and its application in forensic medicine. - Thomas Kilgus; Eric Heim; Sven Haase; Sabine Prüfer; Michael Müller 001; Alexander Seitel; Markus Fangerau; Tamara Wiebe; Justin Iszatt; Heinz-Peter Schlemmer; Joachim Hornegger; Kathrin Yen; et al. (Int. J. Comput. Assist. Radiol. Surg., 2015)

Crowdtruth validation: a new paradigm for validating algorithms that rely on image correspondences. - Lena Maier-Hein; Daniel Kondermann; Tobias Roß; Sven Mersmann; Eric Heim; Sebastian Bodenstedt; Hannes Götz Kenngott; Alexandro Sanchez; Martin Wagner 001; Anas Preukschas; Anna-Laura Wekerle; Stefanie Helfert; et al. (Int. J. Comput. Assist. Radiol. Surg., 2015)

Toward knowledge-based liver surgery: holistic information processing for surgical decision support. - Keno März; Mohammadreza Hafezi; Tobias Weller; Arash Saffari; Marco Nolden; Nassim Fard; A. Majlesara; Sascha Zelzer; Maria Maleshkova; Mykola Volovyk; N. Gharabaghi; Martin Wagner 001; et al. (Int. J. Comput. Assist. Radiol. Surg., 2015)

Multi-sensor super-resolution for hybrid range imaging with application to 3-D endoscopy and open surgery. - Thomas Köhler 004; Sven Haase; Sebastian Bauer 001; Jakob Wasza; Thomas Kilgus; Lena Maier-Hein; Christian Stock; Joachim Hornegger; Hubertus Feußner (Medical Image Anal., 2015)

EchoTrack für die navigierte ultraschall-geführte Radiofrequenzablation der Schilddrüse. - Nasrin Bopp; Alfred Michael Franz; Dominique Cheray; Stefan Delorme; Hüdayi Korkusuz; Christian Erbelding; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2016)

Robuste intraoperative Registrierung mit fluoreszierenden Markern für die computergestützte Laparoskopie. - Esther Wild; Dogu Teber; Daniel Schmid; Tobias Simpfendörfer; Michael Müller 001; Hannes Kenngott; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2016)

Crowd-Algorithm Collaboration for Large-Scale Endoscopic Image Annotation with Confidence. - Lena Maier-Hein; Tobias Roß; Janek Gröhl; Ben Glocker; Sebastian Bodenstedt; Christian Stock; Eric Heim; Michael Götz; Sebastian J. Wirkert; Hannes Kenngott; Stefanie Speidel; Klaus H. Maier-Hein (MICCAI (2), 2016)

Structure Sensor for mobile markerless augmented reality. - Thomas Kilgus; R. Bux; Alfred Michael Franz; Wiebke Johnen; Eric Heim; Markus Fangerau; Michael Müller 001; Kathrin Yen; Lena Maier-Hein (Image-Guided Procedures, 2016)

Tissue classification for laparoscopic image understanding based on multispectral texture analysis. - Yan Zhang; Sebastian J. Wirkert; Justin Iszatt; Hannes Kenngott; Martin Wagner 001; Benjamin F. B. Mayer; Christian Stock; Neil T. Clancy; Daniel S. Elson; Lena Maier-Hein (Image-Guided Procedures, 2016)

A learning-based, fully automatic liver tumor segmentation pipeline based on sparsely annotated training data. - Michael Götz; Eric Heim; Keno März; Tobias Norajitra; Mohammadreza Hafezi; Nassim Fard; Arianeb Mehrabi; Max Knoll; Christian Weber 001; Lena Maier-Hein; Klaus H. Maier-Hein (Image Processing, 2016)

Towards markerless navigation for percutaneous needle insertions. - Alexander Seitel; Nadine Bellemann; Mohammadreza Hafezi; Alfred M. Franz; Mark Servatius; Arash Saffari; Thomas Kilgus; Heinz-Peter Schlemmer; Arianeb Mehrabi; Boris A. Radeleff; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2016)

Robust augmented reality guidance with fluorescent markers in laparoscopic surgery. - Esther Wild; Dogu Teber; Daniel Schmid; Tobias Simpfendörfer; Michael Müller 001; Ann-Christin Baranski; Hannes Kenngott; Klaus Kopka; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2016)

Robust near real-time estimation of physiological parameters from megapixel multispectral images with inverse Monte Carlo and random forest regression. - Sebastian J. Wirkert; Hannes Kenngott; Benjamin F. B. Mayer; Patrick Mietkowski; Martin Wagner 001; Peter Sauer; Neil T. Clancy; Daniel S. Elson; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2016)

Clickstream analysis for crowd-based object segmentation with confidence. - Eric Heim; Alexander Seitel; Christian Stock; Fabian Isensee; Lena Maier-Hein (CoRR, 2016)

Abstract: Können wir Rankings vertrauen? Eine systematische Analyse biomedizinischer Challenges hinsichtlich Reporting und Design. - Matthias Eisenmann; Patrick Scholz 001; Marko Stankovic 002; Pierre Jannin; Christian Stock; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2017)

Abstract: Quantitative Photoakustische Tomografie durch lokale Kontextkodierung. - Janek Gröhl; Thomas Kirchner; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2017)

Abstract: Clickstreamanalyse zur Qualitätssicherung in der crowdbasierten Bildsegmentierung. - Eric Heim; Alexander Seitel; Christian Stock; Tobias Roß; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2017)

Endoscopic Depth Measurement and Super-Spectral-Resolution Imaging. - Jianyu Lin; Neil T. Clancy; Yang Hu; Ji Qi; Taran Tatla; Danail Stoyanov; Lena Maier-Hein; Daniel S. Elson (MICCAI (2), 2017)

Physiological Parameter Estimation from Multispectral Images Unleashed. - Sebastian J. Wirkert; Anant Suraj Vemuri; Hannes Götz Kenngott; Sara Moccia; Michael Götz; Benjamin F. B. Mayer; Klaus H. Maier-Hein; Daniel S. Elson; Lena Maier-Hein (MICCAI (3), 2017)

Ultrasound-navigated radiofrequency ablation of thyroid nodules with integrated electromagnetic tracking: comparison with conventional ultrasound guidance in gelatin models. - Christian Erbelding; Alfred M. Franz; Alexander Seitel; Nasrin Bopp; Konstantin Kohlhase; Frank Grünwald; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2017)

First clinical use of the EchoTrack guidance approach for radiofrequency ablation of thyroid gland nodules. - Alfred Michael Franz; Alexander Seitel; Nasrin Bopp; Christian Erbelding; Dominique Cheray; Stefan Delorme; Frank Grünwald; Hüdayi Korkusuz; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2017)

Crowdsourcing for error detection in cortical surface delineations. - Melanie Ganz; Daniel Kondermann; Jonas Andrulis; Gitte Moos Knudsen; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2017)

Anser EMT: the first open-source electromagnetic tracking platform for image-guided interventions. - Herman Alexander Jaeger; Alfred Michael Franz; Kilian O'Donoghue; Alexander Seitel; Fabian Trauzettel; Lena Maier-Hein; Pádraig Cantillon-Murphy (Int. J. Comput. Assist. Radiol. Surg., 2017)

MITK-OpenIGTLink for combining open-source toolkits in real-time computer-assisted interventions. - Martin Klemm; Thomas Kirchner; Janek Gröhl; Dominique Cheray; Marco Nolden; Alexander Seitel; Harald Hoppe; Lena Maier-Hein; Alfred M. Franz (Int. J. Comput. Assist. Radiol. Surg., 2017)

Projective biomechanical depth matching for soft tissue registration in laparoscopic surgery. - Daniel Reichard; Dominik Häntsch; Sebastian Bodenstedt; Stefan Suwelack; Martin Wagner 001; Hannes Kenngott; Beat Peter Müller-Stich; Lena Maier-Hein; Rüdiger Dillmann; Stefanie Speidel (Int. J. Comput. Assist. Radiol. Surg., 2017)

What does it all mean? Capturing Semantics of Surgical Data and Algorithms with Ontologies. - Darko Katic; Maria Maleshkova; Sandy Engelhardt; Ivo Wolf; Keno März; Lena Maier-Hein; Marco Nolden; Martin Wagner 001; Hannes Kenngott; Beat Peter Müller-Stich; Rüdiger Dillmann; Stefanie Speidel (CoRR, 2017)

Local context encoding enables machine learning-based quantitative photoacoustics. - Thomas Kirchner; Janek Gröhl; Lena Maier-Hein (CoRR, 2017)

Surgical Data Science: Enabling Next-Generation Surgery. - Lena Maier-Hein; S. Swaroop Vedula; Stefanie Speidel; Nassir Navab; Ron Kikinis; Adrian Park 001; Matthias Eisenmann; Hubertus Feussner; Germain Forestier; Stamatia Giannarou; Makoto Hashizume; Darko Katic; et al. (CoRR, 2017)

Exploiting the potential of unlabeled endoscopic video data with self-supervised learning. - Tobias Roß; David Zimmerer; Anant Suraj Vemuri; Fabian Isensee; Sebastian Bodenstedt; Fabian Both; Philip Kessler; Martin Wagner 001; Beat Müller; Hannes Kenngott; Stefanie Speidel; Klaus H. Maier-Hein; et al. (CoRR, 2017)

Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge. - Jorge Bernal; Nima Tajkbaksh; Francisco Javier Sánchez; Bogdan J. Matuszewski; Hao Chen 011; Lequan Yu; Quentin Angermann; Olivier Romain; Bjorn Rustad; Ilangko Balasingham; Konstantin Pogorelov; Sungbin Choi; et al. (IEEE Trans. Medical Imaging, 2017)

Abstract: Rekonstruktion der initialen Druckverteilung photoakustischer Bilder mit limitiertem Blickwinkel durch maschinelle Lernverfahren. - Dominik Waibel; Janek Gröhl; Fabian Isensee; Klaus Hermann Maier-Hein; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2018)

Abstract: Physiological Parameter Estimation from Multispectral Images Unleashed. - Sebastian J. Wirkert; Anant Suraj Vemuri; Hannes Götz Kenngott; Sara Moccia; Michael Götz; Benjamin F. B. Mayer; Klaus Hermann Maier-Hein; Daniel S. Elson; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2018)

How to Exploit Weaknesses in Biomedical Challenge Design and Organization. - Annika Reinke; Matthias Eisenmann; Sinan Onogur; Marko Stankovic 002; Patrick Scholz 001; Peter M. Full; Hrvoje Bogunovic; Bennett A. Landman; Oskar Maier; Bjoern H. Menze; Gregory C. Sharp; Korsuk Sirinukunwattana; et al. (MICCAI (4), 2018)

Guest editorial for the IJCARS special issue on MICCAI 2017. - Maxime Descoteaux; Lena Maier-Hein; Alfred M. Franz; Pierre Jannin; D. Louis Collins; Simon Duchesne (Int. J. Comput. Assist. Radiol. Surg., 2018)

Toward a standard ontology of surgical process models. - Bernard Gibaud; Germain Forestier; Carolin Feldmann; Giancarlo Ferrigno; Paulo J. S. Gonçalves; Tamás Haidegger; Chantal Julliard; Darko Katic; Hannes Kenngott; Lena Maier-Hein; Keno März; Elena De Momi; et al. (Int. J. Comput. Assist. Radiol. Surg., 2018)

Exploiting the potential of unlabeled endoscopic video data with self-supervised learning. - Tobias Roß; David Zimmerer; Anant Suraj Vemuri; Fabian Isensee; Manuel Wiesenfarth; Sebastian Bodenstedt; Fabian Both; Philip Kessler; Martin Wagner 001; Beat Müller; Hannes Kenngott; Stefanie Speidel; et al. (Int. J. Comput. Assist. Radiol. Surg., 2018)

Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery. - Sebastian Bodenstedt; Max Allan; Anthony Agustinos; Xiaofei Du 001; Luis C. García-Peraza-Herrera; Hannes Kenngott; Thomas Kurmann; Beat P. Müller-Stich; Sébastien Ourselin; Daniil Pakhomov; Raphael Sznitman; Marvin Teichmann; et al. (CoRR, 2018)

Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions. - Lena Maier-Hein; Matthias Eisenmann; Annika Reinke; Sinan Onogur; Marko Stankovic 002; Patrick Scholz 001; Tal Arbel; Hrvoje Bogunovic; Andrew P. Bradley; Aaron Carass; Carolin Feldmann; Alejandro F. Frangi; et al. (CoRR, 2018)

Surgical Data Science: A Consensus Perspective. - Lena Maier-Hein; Matthias Eisenmann; Carolin Feldmann; Hubertus Feussner; Germain Forestier; Stamatia Giannarou; Bernard Gibaud; Gregory D. Hager; Makoto Hashizume; Darko Katic; Hannes Kenngott; Ron Kikinis; et al. (CoRR, 2018)

Analyzing Inverse Problems with Invertible Neural Networks. - Lynton Ardizzone; Jakob Kruse; Sebastian J. Wirkert; Daniel Rahner; Eric W. Pellegrini; Ralf S. Klessen; Lena Maier-Hein; Carsten Rother; Ullrich Köthe (CoRR, 2018)

Confidence Estimation for Machine Learning-Based Quantitative Photoacoustics. - Janek Gröhl; Thomas Kirchner; Tim Adler; Lena Maier-Hein (J. Imaging, 2018)

Signed Real-Time Delay Multiply and Sum Beamforming for Multispectral Photoacoustic Imaging. - Thomas Kirchner; Franz Sattler; Janek Gröhl; Lena Maier-Hein (J. Imaging, 2018)

Special Issue on MICCAI 2017. - Maxime Descoteaux; Lena Maier-Hein; Alfred M. Franz; Pierre Jannin; D. Louis Collins; Simon Duchesne (Medical Image Anal., 2018)

Dual-modality endoscopic probe for tissue surface shape reconstruction and hyperspectral imaging enabled by deep neural networks. - Jianyu Lin; Neil T. Clancy; Ji Qi; Yang Hu; Taran Tatla; Danail Stoyanov; Lena Maier-Hein; Daniel S. Elson (Medical Image Anal., 2018)

Clickstream Analysis for Crowd-Based Object Segmentation with Confidence. - Eric Heim; Alexander Seitel; Jonas Andrulis; Fabian Isensee; Christian Stock; Tobias Roß; Lena Maier-Hein (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy. - Sara Moccia; Sebastian J. Wirkert; Hannes Kenngott; Anant Suraj Vemuri; Martin Apitz; Benjamin F. B. Mayer; Elena De Momi; Leonardo S. Mattos; Lena Maier-Hein (IEEE Trans. Biomed. Eng., 2018)

Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions. - Lena Maier-Hein; Matthias Eisenmann; Annika Reinke; Sinan Onogur; Marko Stankovic 002; Patrick Scholz 001; Peter M. Full (Zenodo, 2018)

In silico 2D photoacoustic imaging data. - Janek Gröhl; Thomas Kirchner; Tim Adler; Lena Maier-Hein (Zenodo, 2018)

Abstract: Multispectral Imaging Enables Visualization of Spreading Depolarizations in Gyrencephalic Brain. - Leonardo Ayala; Sebastian J. Wirkert; Mildred A. Herrera; Adrián Hernández-Aguilera; Anant Suraj Vemuri; Edgar Santos; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2019)

Open-Source Tracked Ultrasound with Anser Electromagnetic Tracking. - Alfred Michael Franz; Herman Alexander Jaeger; Alexander Seitel; Pádraig Cantillon-Murphy; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2019)

Navigierte Interventionen im Kopf- und Halsbereich - Standardisiertes Assessment eines neuen, handlichen Feldgenerators. - Benjamin Johannes Mittmann; Alexander Seitel; Lena Maier-Hein; Alfred M. Franz (Bildverarbeitung für die Medizin, 2019)

Out of Distribution Detection for Intra-operative Functional Imaging. - Tim J. Adler; Leonardo Ayala; Lynton Ardizzone; Hannes Kenngott; Anant Suraj Vemuri; Beat P. Müller-Stich; Carsten Rother; Ullrich Köthe; Lena Maier-Hein (UNSURE/CLIP@MICCAI, 2019)

Live Monitoring of Haemodynamic Changes with Multispectral Image Analysis. - Leonardo A. Ayala; Sebastian J. Wirkert; Janek Gröhl; Mildred A. Herrera; Adrián Hernández-Aguilera; Anant Suraj Vemuri; Edgar Santos; Lena Maier-Hein (OR/MLCN@MICCAI, 2019)

Generating Large Labeled Data Sets for Laparoscopic Image Processing Tasks Using Unpaired Image-to-Image Translation. - Micha Pfeiffer; Isabel Funke; Maria R. Robu; Sebastian Bodenstedt; Leon Strenger; Sandy Engelhardt; Tobias Roß; Matthew J. Clarkson; Kurinchi Gurusamy; Brian R. Davidson; Lena Maier-Hein; Carina Riediger; et al. (MICCAI (5), 2019)

Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks. - Tim J. Adler; Lynton Ardizzone; Anant Suraj Vemuri; Leonardo Ayala; Janek Gröhl; Thomas Kirchner; Sebastian J. Wirkert; Jakob Kruse; Carsten Rother; Ullrich Köthe; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2019)

Computer-assisted intra-operative verification of surgical outcome for the treatment of syndesmotic injuries through contralateral side comparison. - Sarina Thomas; Fabian Isensee; Simon Kohl; Maxim Privalov; Nils Beisemann; Benedict Swartman; Holger Keil; Sven Yves Vetter; Jochen Franke; Paul Alfred Grützner; Lena Maier-Hein; Marco Nolden; et al. (Int. J. Comput. Assist. Radiol. Surg., 2019)

An open-source software platform for translational photoacoustic research and its application to motion-corrected blood oxygenation estimation. - Thomas Kirchner; Janek Gröhl; Franz Sattler; Moritz S. Bischoff; Angelika Laha; Marco Nolden; Lena Maier-Hein (CoRR, 2019)

Estimation of blood oxygenation with learned spectral decoloring for quantitative photoacoustic imaging (LSD-qPAI). - Janek Gröhl; Thomas Kirchner; Tim Adler; Lena Maier-Hein (CoRR, 2019)

2017 Robotic Instrument Segmentation Challenge. - Max Allan; Alexey Shvets; Thomas Kurmann; Zichen Zhang 001; Rahul Duggal; Yun-Hsuan Su; Nicola Rieke; Iro Laina; Niveditha Kalavakonda; Sebastian Bodenstedt; Luis C. García-Peraza; Wenqi Li 001; et al. (CoRR, 2019)

A large annotated medical image dataset for the development and evaluation of segmentation algorithms. - Amber L. Simpson; Michela Antonelli; Spyridon Bakas; Michel Bilello; Keyvan Farahani; Bram van Ginneken; Annette Kopp-Schneider; Bennett A. Landman; Geert Litjens 001; Bjoern H. Menze; Olaf Ronneberger; Ronald M. Summers; et al. (CoRR, 2019)

Methods and open-source toolkit for analyzing and visualizing challenge results. - Manuel Wiesenfarth; Annika Reinke; Bennett A. Landman; Manuel Jorge Cardoso; Lena Maier-Hein; Annette Kopp-Schneider (CoRR, 2019)

Patch-based adaptive weighting with segmentation and scale (PAWSS) for visual tracking in surgical video. - Xiaofei Du 001; Maximilian Allan; Sebastian Bodenstedt; Lena Maier-Hein; Stefanie Speidel; Alessio Dore; Danail Stoyanov (Medical Image Anal., 2019)

Reproduzierbare Kalibrierung von elektromagnetischen Feldverzerrungen. - Florian Hennig; Florian Pfiz; Diana Mîndroc-Filimon; Lena Maier-Hein; Bünyamin Pekdemir; Alexander Seitel; Alfred Michael Franz (Bildverarbeitung für die Medizin, 2020)

Light source calibration for multispectral imaging in surgery. - Leonardo Ayala; Silvia Seidlitz; Anant Vemuri; Sebastian J. Wirkert; Thomas Kirchner; Tim J. Adler; Christina Engels; Dogu Teber; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2020)

Kidney edge detection in laparoscopic image data for computer-assisted surgery. - Georges Hattab; Marvin Arnold; Leon Strenger; Max Allan; Darja Arsentjeva; Oliver Gold; Tobias Simpfendörfer; Lena Maier-Hein; Stefanie Speidel (Int. J. Comput. Assist. Radiol. Surg., 2020)

Toward automatic C-arm positioning for standard projections in orthopedic surgery. - Lisa Kausch; Sarina Thomas; Holger Kunze; Maxim Privalov; Sven Yves Vetter; Jochen Franke; Andreas H. Mahnken; Lena Maier-Hein; Klaus H. Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2020)

2018 Robotic Scene Segmentation Challenge. - Max Allan; Satoshi Kondo; Sebastian Bodenstedt; Stefan Leger; Rahim Kadkhodamohammadi; Imanol Luengo; Félix Fuentes-Hurtado; Evangello Flouty; Ahmed Kedir Mohammed; Marius Pedersen; Avinash Kori; Alex Varghese; et al. (CoRR, 2020)

Robust Medical Instrument Segmentation Challenge 2019. - Tobias Roß; Annika Reinke; Peter M. Full; Martin Wagner 001; Hannes Kenngott; Martin Apitz; Hellena Hempe; Diana Mîndroc-Filimon; Patrick Scholz 001; Thuy Nuong Tran; Pierangela Bruno; Pablo Arbeláez; et al. (CoRR, 2020)

Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor Operating Room. - Lena Maier-Hein; Martin Wagner 001; Tobias Roß; Annika Reinke; Sebastian Bodenstedt; Peter M. Full; Hellena Hempe; Diana Mîndroc-Filimon; Patrick Scholz 001; Thuy Nuong Tran; Pierangela Bruno; Anna Kisilenko; et al. (CoRR, 2020)

Surgical Data Science - from Concepts to Clinical Translation. - Lena Maier-Hein; Matthias Eisenmann; Duygu Sarikaya; Keno März; Toby Collins; Anand Malpani; Johannes Fallert; Hubertus Feussner; Stamatia Giannarou; Pietro Mascagni; Hirenkumar Nakawala; Adrian Park 001; et al. (CoRR, 2020)

Deep learning for biomedical photoacoustic imaging: A review. - Janek Gröhl; Melanie Schellenberg; Kris Dreher; Lena Maier-Hein (CoRR, 2020)

Representing Ambiguity in Registration Problems with Conditional Invertible Neural Networks. - Darya Trofimova; Tim Adler; Lisa Kausch; Lynton Ardizzone; Klaus H. Maier-Hein; Ullrich Köthe; Carsten Rother; Lena Maier-Hein (CoRR, 2020)

SERV-CT: A disparity dataset from CT for validation of endoscopic 3D reconstruction. - P. J. Eddie Edwards; Dimitris Psychogyios; Stefanie Speidel; Lena Maier-Hein; Danail Stoyanov (CoRR, 2020)

Surgical spectral imaging. - Neil T. Clancy; Geoffrey Jones; Lena Maier-Hein; Daniel S. Elson; Danail Stoyanov (Medical Image Anal., 2020)

BIAS: Transparent reporting of biomedical image analysis challenges. - Lena Maier-Hein; Annika Reinke; Michal Kozubek 001; Anne L. Martel; Tal Arbel; Matthias Eisenmann; Allan Hanbury; Pierre Jannin; Henning Müller; Sinan Onogur; Julio Saez-Rodriguez; Bram van Ginneken; et al. (Medical Image Anal., 2020)

Supplementary code and data for "Learned spectral decoloring enables photoacoustic oximetry". - Janek Gröhl; Thomas Kirchner; Tim J. Adler; Lina Hacker; Niklas Holzwarth; Adrián Hernández-Aguilera; Mildred A. Herrera; Edgar Santos; Sarah E. Bohndiek; Lena Maier-Hein (Zenodo, 2020)

Abstract: Towards Automatic C-arm Positioning for Standard Projections in Orthopedic Surgery. - Lisa Kausch; Sarina Thomas; Holger Kunze; Maxim Privalov; Sven Yves Vetter; Jochen Franke; Andreas H. Mahnken; Lena Maier-Hein; Klaus H. Maier-Hein (Bildverarbeitung für die Medizin, 2021)

Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging. - Jan-Hinrich Nölke; Tim Adler; Janek Gröhl; Thomas Kirchner; Lynton Ardizzone; Carsten Rother; Ullrich Köthe; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2021)

Task Fingerprinting for Meta Learning inBiomedical Image Analysis. - Patrick Godau; Lena Maier-Hein (MICCAI (4), 2021)

C-Arm Positioning for Spinal Standard Projections in Different Intra-operative Settings. - Lisa Kausch; Sarina Thomas; Holger Kunze; Tobias Norajitra; André Klein; Jan Siad El Barbari; Maxim Privalov; Sven Yves Vetter; Andreas H. Mahnken; Lena Maier-Hein; Klaus H. Maier-Hein (MICCAI (4), 2021)

Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern. - Niklas Holzwarth; Melanie Schellenberg; Janek Gröhl; Kris Dreher; Jan-Hinrich Nölke; Alexander Seitel; Minu Dietlinde Tizabi; Beat P. Müller-Stich; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2021)

Correction to: Toward automatic C‑arm positioning for standard projections in orthopedic surgery. - Lisa Kausch; Sarina Thomas; Holger Kunze; Maxim Privalov; Sven Yves Vetter; Jochen Franke; Andreas H. Mahnken; Lena Maier-Hein; Klaus H. Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2021)

Stereo Correspondence and Reconstruction of Endoscopic Data Challenge. - Max Allan; A. Jonathan McLeod; Congcong Wang; Jean-Claude Rosenthal; Zhenglei Hu; Niklas Gard; Peter Eisert; Ke Xue Fu; Trevor Zeffiro; Wenyao Xia; Zhanshi Zhu; Huoling Luo; et al. (CoRR, 2021)

Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge. - Aneeq Zia; Kiran Bhattacharyya; Xi Liu; Ziheng Wang 003; Satoshi Kondo; Emanuele Colleoni; Beatrice van Amsterdam; Razeen Hussain; Raabid Hussain; Lena Maier-Hein; Danail Stoyanov; Stefanie Speidel; et al. (CoRR, 2021)

Data-driven generation of plausible tissue geometries for realistic photoacoustic image synthesis. - Melanie Schellenberg; Janek Gröhl; Kris Dreher; Niklas Holzwarth; Minu Dietlinde Tizabi; Alexander Seitel; Lena Maier-Hein (CoRR, 2021)

Common Limitations of Image Processing Metrics: A Picture Story. - Annika Reinke; Matthias Eisenmann; Minu Dietlinde Tizabi; Carole H. Sudre; Tim Rädsch; Michela Antonelli; Tal Arbel; Spyridon Bakas; M. Jorge Cardoso; Veronika Cheplygina; Keyvan Farahani; Ben Glocker; et al. (CoRR, 2021)

The Federated Tumor Segmentation (FeTS) Challenge. - Sarthak Pati; Ujjwal Baid; Maximilian Zenk; Brandon Edwards; Micah J. Sheller; G. Anthony Reina; Patrick Foley; Alexey Gruzdev; Jason Martin; Shadi Albarqouni; Yong Chen 016; Russell Taki Shinohara; et al. (CoRR, 2021)

Semantic segmentation of multispectral photoacoustic images using deep learning. - Janek Gröhl; Melanie Schellenberg; Kris Dreher; Niklas Holzwarth; Minu Dietlinde Tizabi; Alexander Seitel; Lena Maier-Hein (CoRR, 2021)

Video-rate multispectral imaging in laparoscopic surgery: First-in-human application. - Leonardo Ayala; Sebastian J. Wirkert; Anant Vemuri; Tim Adler; Silvia Seidlitz; Sebastian Pirmann; Christina Engels; Dogu Teber; Lena Maier-Hein (CoRR, 2021)

The Medical Segmentation Decathlon. - Michela Antonelli; Annika Reinke; Spyridon Bakas; Keyvan Farahani; Annette Kopp-Schneider; Bennett A. Landman; Geert Litjens 001; Bjoern H. Menze; Olaf Ronneberger; Ronald M. Summers; Bram van Ginneken; Michel Bilello; et al. (CoRR, 2021)

Machine learning-based analysis of hyperspectral images for automated sepsis diagnosis. - Maximilian Dietrich; Silvia Seidlitz; Nicholas Schreck; Manuel Wiesenfarth; Patrick Godau; Minu Tizabi; Jan Sellner; Sebastian Marx; Samuel Knödler; Michael M. Allers; Leonardo Ayala; Karsten Schmidt 007; et al. (CoRR, 2021)

How can we learn (more) from challenges? A statistical approach to driving future algorithm development. - Tobias Roß; Pierangela Bruno; Annika Reinke; Manuel Wiesenfarth; Lisa Koeppel; Peter M. Full; Bünyamin Pekdemir; Patrick Godau; Darya Trofimova; Fabian Isensee; Sara Moccia; Francesco Calimeri; et al. (CoRR, 2021)

Task Fingerprinting for Meta Learning in Biomedical Image Analysis. - Patrick Godau; Lena Maier-Hein (CoRR, 2021)

Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark. - Martin Wagner 001; Beat Peter Müller-Stich; Anna Kisilenko; Duc Tran; Patrick Heger; Lars Mündermann; David M. Lubotsky; Benjamin Müller; Tornike Davitashvili; Manuela Capek; Annika Reinke; Tong Yu 009; et al. (CoRR, 2021)

Corrigendum to Dual-modality endoscopic probe for tissue surface shape reconstruction and hyperspectral imaging enabled by deep neural networks [Medical Image Analysis 48 (2018) 162-176/2018.06.004]. - Jianyu Lin; Neil T. Clancy; Ji Qi; Yang Hu; Taran Tatla; Danail Stoyanov; Lena Maier-Hein; Daniel S. Elson (Medical Image Anal., 2021)

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge. - Tobias Roß; Annika Reinke; Peter M. Full; Martin Wagner 001; Hannes Kenngott; Martin Apitz; Hellena Hempe; Diana Mîndroc-Filimon; Patrick Scholz 001; Thuy Nuong Tran; Pierangela Bruno; Pablo Arbeláez; et al. (Medical Image Anal., 2021)

Abstract: How to Generate Patient Benefit with Surgical Data Science - Results of an International Delphi Process. - Matthias Eisenmann; Minu Dietlinde Tizabi; Keno März; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2022)

Abstract: Task Fingerprinting for Meta Learning in Biomedical Image Analysis. - Patrick Godau; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2022)

Abstract: C-arm Positioning for Spinal Standard Projections in Different Intra-operative Settings. - Lisa Kausch; Sarina Thomas; Holger Kunze; Tobias Norajitra; André Klein; Jan Siad El Barbari; Maxim Privalov; Sven Yves Vetter; Andreas H. Mahnken; Lena Maier-Hein; Klaus H. Maier-Hein (Bildverarbeitung für die Medizin, 2022)

Heterogeneous Model Ensemble For Automatic Polyp Segmentation In Endoscopic Video Sequences. - Thuy Nuong Tran; Fabian Isensee; Lars Krämer; Amine Yamlahi; Tim Adler; Patrick Godau; Minu Tizabi; Lena Maier-Hein (EndoCV@ISBI, 2022)

Heterogeneous Model Ensemble For Automatic Polyp Detection and Tracking In Colonoscopy. - Amine Yamlahi; Patrick Godau; Thuy Nuong Tran; Lucas-Raphael Muller; Tim Adler; Minu Tizabi; Michael Baumgartner 001; Paul Jäger 002; Lena Maier-Hein (EndoCV@ISBI, 2022)

Deep learning-based classification of DSA image sequences of patients with acute ischemic stroke. - Benjamin Johannes Mittmann; Michael Braun; Frank Runck; Bernd Schmitz; Thuy Nuong Tran; Amine Yamlahi; Lena Maier-Hein; Alfred M. Franz (Int. J. Comput. Assist. Radiol. Surg., 2022)

Reattachable fiducial skin marker for automatic multimodality registration. - Benjamin Johannes Mittmann; Alexander Seitel; Gernot Echner; Wiebke Johnen; Regula Gnirs; Lena Maier-Hein; Alfred M. Franz (Int. J. Comput. Assist. Radiol. Surg., 2022)

Robust hand tracking for surgical telestration. - Lucas-Raphael Müller; Jens Petersen; Amine Yamlahi; Philipp Wise; Tim J. Adler; Alexander Seitel; Karl-Friedrich Kowalewski; Beat Müller; Hannes Kenngott; Felix Nickel; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2022)

Correction to: Robust hand tracking for surgical telestration. - Lucas-Raphael Müller; Jens Petersen; Amine Yamlahi; Philipp Wise; Tim J. Adler; Alexander Seitel; Karl-Friedrich Kowalewski; Beat Müller; Hannes Kenngott; Felix Nickel; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2022)

Metrics reloaded: Pitfalls and recommendations for image analysis validation. - Lena Maier-Hein; Annika Reinke; Evangelia Christodoulou; Ben Glocker; Patrick Godau; Fabian Isensee; Jens Kleesiek; Michal Kozubek 001; Mauricio Reyes 001; Michael A. Riegler; Manuel Wiesenfarth; Michael Baumgartner 001; et al. (CoRR, 2022)

Labeling instructions matter in biomedical image analysis. - Tim Rädsch; Annika Reinke; Vivienn Weru; Minu Dietlinde Tizabi; Nicholas Schreck; A. Emre Kavur; Bünyamin Pekdemir; Tobias Roß; Annette Kopp-Schneider; Lena Maier-Hein (CoRR, 2022)

MONAI: An open-source framework for deep learning in healthcare. - M. Jorge Cardoso; Wenqi Li 001; Richard Brown 004; Nic Ma; Eric Kerfoot; Yiheng Wang; Benjamin Murray; Andriy Myronenko; Can Zhao 001; Dong Yang 005; Vishwesh Nath; Yufan He; et al. (CoRR, 2022)

Objective Surgical Skills Assessment and Tool Localization: Results from the MICCAI 2021 SimSurgSkill Challenge. - Aneeq Zia; Kiran Bhattacharyya; Xi Liu; Ziheng Wang 003; Max Berniker; Satoshi Kondo; Emanuele Colleoni; Dimitris Psychogyios; Yueming Jin; Jinfan Zhou; Evangelos B. Mazomenos; Lena Maier-Hein; et al. (CoRR, 2022)

SERV-CT: A disparity dataset from cone-beam CT for validation of endoscopic 3D reconstruction. - P. J. Eddie Edwards; Dimitris Psychogyios; Stefanie Speidel; Lena Maier-Hein; Danail Stoyanov (Medical Image Anal., 2022)

C-arm positioning for standard projections during spinal implant placement. - Lisa Kausch; Sarina Thomas; Holger Kunze; Tobias Norajitra; André Klein; Leonardo Ayala; Jan Siad El Barbari; Eric Mandelka; Maxim Privalov; Sven Yves Vetter; Andreas H. Mahnken; Lena Maier-Hein; et al. (Medical Image Anal., 2022)

Surgical data science - from concepts toward clinical translation. - Lena Maier-Hein; Matthias Eisenmann; Duygu Sarikaya; Keno März; Toby Collins; Anand Malpani; Johannes Fallert; Hubertus Feussner; Stamatia Giannarou; Pietro Mascagni; Hirenkumar Nakawala; Adrian Park 001; et al. (Medical Image Anal., 2022)

Robust deep learning-based semantic organ segmentation in hyperspectral images. - Silvia Seidlitz; Jan Sellner; Jan Odenthal; Berkin Özdemir; Alexander Studier-Fischer; Samuel Knödler; Leonardo Ayala; Tim J. Adler; Hannes Götz Kenngott; Minu Tizabi; Martin Wagner 001; Felix Nickel; et al. (Medical Image Anal., 2022)

Ten years of image analysis and machine learning competitions in dementia. - Esther E. Bron; Stefan Klein 001; Annika Reinke; Janne M. Papma; Lena Maier-Hein; Daniel C. Alexander; Neil P. Oxtoby (NeuroImage, 2022)

A Delphi consensus statement for digital surgery. - Kyle Lam; Michael D. Abràmoff; José M. Balibrea; Steven M. Bishop; Richard R. Brady; Rachael Callcut; Manish Chand; Justin Collins; Markus K. Diener; Matthias Eisenmann; Kelly Fermont; Manoel Galvao Neto; et al. (npj Digit. Medicine, 2022)

MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images. - David Zimmerer; Peter M. Full; Fabian Isensee; Paul Jäger 002; Tim Adler; Jens Petersen; Gregor Köhler; Tobias Roß; Annika Reinke; Antanas Kascenas; Bjørn Sand Jensen; Alison Q. O'Neil; et al. (IEEE Trans. Medical Imaging, 2022)

Abstract: Tattoo-Tomographie - Freihand-3D-Photoakustik und multimodale Bildfusion. - Niklas Holzwarth; Melanie Schellenberg; Janek Gröhl; Kris Dreher; Jan-Hinrich Nölke; Alexander Seitel; Minu Dietlinde Tizabi; Beat P. Müller-Stich; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2023)

Abstract: C-arm Positioning for Standard Projections During Spinal Implant Placement. - Lisa Kausch; Sarina Thomas; Holger Kunze; Tobias Norajitra; André Klein; Leonardo Ayala; Jan Siad El Barbari; Maxim Privalov; Sven Yves Vetter; Andreas H. Mahnken; Lena Maier-Hein; Klaus H. Maier-Hein (Bildverarbeitung für die Medizin, 2023)

Challenge Results are not Reproducible. - Annika Reinke; Georg Grab; Lena Maier-Hein (Bildverarbeitung für die Medizin, 2023)

Abstract: MOOD 2020 - A Public Benchmark for Out-of-distribution Detection and Localization on Medical Images. - David Zimmerer; Peter M. Full; Fabian Isensee; Paul Jäger 002; Tim Adler; Jens Petersen; Gregor Köhler; Tobias Roß; Annika Reinke; Antanas Kascenas; Bjørn Sand Jensen; Alison Q. O'Neil; et al. (Bildverarbeitung für die Medizin, 2023)

Why is the Winner the Best? - Matthias Eisenmann; Annika Reinke; Vivienn Weru; Minu Dietlinde Tizabi; Fabian Isensee; Tim J. Adler; Sharib Ali; Vincent Andrearczyk; Marc Aubreville; Ujjwal Baid; Spyridon Bakas; Niranjan Balu; et al. (CVPR, 2023)

Unsupervised Domain Transfer with Conditional Invertible Neural Networks. - Kris K. Dreher; Leonardo Ayala; Melanie Schellenberg; Marco Hübner; Jan-Hinrich Nölke; Tim J. Adler; Silvia Seidlitz; Jan Sellner; Alexander Studier-Fischer; Janek Gröhl; Felix Nickel; Ullrich Köthe; et al. (MICCAI (1), 2023)

Deployment of Image Analysis Algorithms Under Prevalence Shifts. - Patrick Godau; Piotr Kalinowski; Evangelia Christodoulou; Annika Reinke; Minu Tizabi; Luciana Ferrer; Paul F. Jäger; Lena Maier-Hein (MICCAI (3), 2023)

Semantic Segmentation of Surgical Hyperspectral Images Under Geometric Domain Shifts. - Jan Sellner; Silvia Seidlitz; Alexander Studier-Fischer; Alessandro Motta; Berkin Özdemir; Beat Peter Müller-Stich; Felix Nickel; Lena Maier-Hein (MICCAI (9), 2023)

Self-distillation for Surgical Action Recognition. - Amine Yamlahi; Thuy Nuong Tran; Patrick Godau; Melanie Schellenberg; Dominik Michael; Finn-Henri Smidt; Jan-Hinrich Nölke; Tim J. Adler; Minu Dietlinde Tizabi; Chinedu Innocent Nwoye; Nicolas Padoy; Lena Maier-Hein (MICCAI (9), 2023)

Understanding metric-related pitfalls in image analysis validation. - Annika Reinke; Minu Tizabi; Michael Baumgartner 001; Matthias Eisenmann; Doreen Heckmann-Nötzel; A. Emre Kavur; Tim Rädsch; Carole H. Sudre; Laura Ación; Michela Antonelli; Tal Arbel; Spyridon Bakas; et al. (CoRR, 2023)

Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge. - Aneeq Zia; Kiran Bhattacharyya; Xi Liu; Max Berniker; Ziheng Wang 003; Rogerio Nespolo; Satoshi Kondo; Satoshi Kasai; Kousuke Hirasawa; Bo Liu; David Austin; Yiheng Wang; et al. (CoRR, 2023)

Spectral imaging enables contrast agent-free real-time ischemia monitoring in laparoscopic surgery. - Leonardo Ayala; Tim Adler; Silvia Seidlitz; Sebastian J. Wirkert; Alexander Seitel; Jan Sellner; Anant Vemuri; Manuel Wiesenfarth; Nicholas Schreck; Sebastian Pirmann; Annette Kopp-Schneider; Lena Maier-Hein (Zenodo, 2023)

Labeling instructions matter in biomedical image analysis. - Tim Rädsch; Lena Maier-Hein (Zenodo, 2023)

Labelling instructions matter in biomedical image analysis. - Tim Rädsch; Annika Reinke; Vivienn Weru; Minu Dietlinde Tizabi; Nicholas Schreck; A. Emre Kavur; Bünyamin Pekdemir; Tobias Roß; Annette Kopp-Schneider; Lena Maier-Hein (Nat. Mac. Intell., 2023)

Beyond rankings: Learning (more) from algorithm validation. - Tobias Roß; Pierangela Bruno; Annika Reinke; Manuel Wiesenfarth; Lisa Koeppel; Peter M. Full; Bünyamin Pekdemir; Patrick Godau; Darya Trofimova; Fabian Isensee; Tim J. Adler; Thuy Nuong Tran; et al. (Medical Image Anal., 2023)

Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark. - Martin Wagner 001; Beat P. Müller-Stich; Anna Kisilenko; Duc Tran; Patrick Heger; Lars Mündermann; David M. Lubotsky; Benjamin Müller; Tornike Davitashvili; Manuela Capek; Annika Reinke; Carissa Reid; et al. (Medical Image Anal., 2023)

Sources of performance variability in deep learning-based polyp detection. - Thuy Nuong Tran; Tim J. Adler; Amine Yamlahi; Evangelia Christodoulou; Patrick Godau; Annika Reinke; Minu Dietlinde Tizabi; Peter Sauer; Tillmann Persicke; Jörg Gerhard Albert; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2023)

Efficient Photoacoustic Image Synthesis with Deep Learning. - Tom Rix; Kris K. Dreher; Jan-Hinrich Nölke; Melanie Schellenberg; Minu Dietlinde Tizabi; Alexander Seitel; Lena Maier-Hein (Sensors, 2023)

CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. - Chinedu Innocent Nwoye; Tong Yu 009; Saurav Sharma; Aditya Murali; Deepak Alapatt; Armine Vardazaryan; Kun Yuan 004; Jonas Hajek; Wolfgang Reiter; Amine Yamlahi; Finn-Henri Smidt; Xiaoyang Zou; et al. (Medical Image Anal., 2023)

FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range thin Filamentous Structures. - Lisa Mais; Peter Hirsch 001; Claire Managan; Ramya Kandarpa; Josef Lorenz Rumberger; Annika Reinke; Lena Maier-Hein; Gudrun Ihrke; Dagmar Kainmueller (CVPR, 2024)

Quality Assured: Rethinking Annotation Strategies in Imaging AI. - Tim Rädsch; Annika Reinke; Vivienn Weru; Minu Dietlinde Tizabi; Nicholas Heller; Fabian Isensee; Annette Kopp-Schneider; Lena Maier-Hein (ECCV (78), 2024)

Deep Intra-operative Illumination Calibration of Hyperspectral Cameras. - Alexander Baumann; Leonardo Ayala; Alexander Studier-Fischer; Jan Sellner; Berkin Özdemir; Karl-Friedrich Kowalewski; Slobodan Ilic; Silvia Seidlitz; Lena Maier-Hein (MICCAI (6), 2024)

Confidence Intervals Uncovered: Are We Ready for Real-World Medical Imaging AI? - Evangelia Christodoulou; Annika Reinke; Rola Houhou; Piotr Kalinowski; Selen Erkan; Carole H. Sudre; Ninon Burgos; Sofiène Boutaj; Sophie Loizillon; Maëlys Solal; Nicola Rieke; Veronika Cheplygina; et al. (MICCAI (10), 2024)

Overcoming Common Flaws in the Evaluation of Selective Classification Systems. - Jeremias Traub; Till J. Bungert; Carsten T. Lüth; Michael Baumgartner 001; Klaus H. Maier-Hein; Lena Maier-Hein; Paul F. Jaeger (NeurIPS, 2024)

An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion. - Sharib Ali; Yamid Espinel; Yueming Jin; Peng Liu 074; Bianca Güttner; Xukun Zhang; Lihua Zhang; Thomas Dowrick; Matthew J. Clarkson; Shiting Xiao; Yifan Wu; Yijun Yang; et al. (CoRR, 2024)

New spectral imaging biomarkers for sepsis and mortality in intensive care. - Silvia Seidlitz; Katharina Hölzl; Ayca von Garrel; Jan Sellner; Stephan Katzenschlager; Tobias Hölle; Dania Fischer; Maik von der Forst; Felix C. F. Schmitt 006; Markus A. Weigand; Lena Maier-Hein; Maximilian Dietrich (CoRR, 2024)

Handling Geometric Domain Shifts in Semantic Segmentation of Surgical RGB and Hyperspectral Images. - Silvia Seidlitz; Jan Sellner; Alexander Studier-Fischer; Alessandro Motta; Berkin Özdemir; Beat P. Müller-Stich; Felix Nickel; Lena Maier-Hein (CoRR, 2024)

Xeno-learning: knowledge transfer across species in deep learning-based spectral image analysis. - Jan Sellner; Alexander Studier-Fischer; Ahmad Bin Qasim; Silvia Seidlitz; Nicholas Schreck; Minu Tizabi; Manuel Wiesenfarth; Annette Kopp-Schneider; Samuel Knödler; Caelan Max Haney; Gabriel Salg; Berkin Özdemir; et al. (CoRR, 2024)

Beyond Knowledge Silos: Task Fingerprinting for Democratization of Medical Imaging AI. - Patrick Godau; Akriti Srivastava; Tim Adler; Lena Maier-Hein (CoRR, 2024)

Metrics Reloaded: A framework for trustworthy image analysis validation. - Ali Emre Kavur; Annika Reinke; Paul F. Jäger; Fabian Isensee; Tim Rädsch; Minu Dietlinde Tizabi; Lena Maier-Hein (Zenodo, 2024)

FISBe: A real-world benchmark dataset for instance segmentation of long-range thin filamentous structures. - Lisa Mais; Peter Hirsch 001; Claire Managan; Ramya Kandarpa; Josef Lorenz Rumberger; Annika Reinke; Lena Maier-Hein; Gudrun Ihrke; Dagmar Kainmueller (Zenodo, 2024)

Test-time augmentation with synthetic data addresses distribution shifts in spectral imaging. - Ahmad Bin Qasim; Alessandro Motta; Alexander Studier-Fischer; Jan Sellner; Leonardo Ayala; Marco Hübner; Marc Bressan; Berkin Özdemir; Karl-Friedrich Kowalewski; Felix Nickel; Silvia Seidlitz; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2024)

IMSY-DKFZ/mcmlgpu: v0.0.4. - Leonardo Ayala; Lena Maier-Hein (Zenodo, 2024)

IMSY-DKFZ/xilens: v0.2.0. - Leonardo Ayala; Sebastian J. Wirkert; Anant Vemuri; Lena Maier-Hein (Zenodo, 2024)

Photoacoustic Quantification of Tissue Oxygenation Using Conditional Invertible Neural Networks. - Jan-Hinrich Nölke; Tim J. Adler; Melanie Schellenberg; Kris K. Dreher; Niklas Holzwarth; Christoph J. Bender; Minu Dietlinde Tizabi; Alexander Seitel; Lena Maier-Hein (IEEE Trans. Medical Imaging, 2024)

Abstract: Metrics Reloaded - Recommendations and Online Toolkit for Image Analysis Validation. - A. Emre Kavur; Lena Maier-Hein; Annika Reinke (Bildverarbeitung für die Medizin, 2025)

Application-driven validation of posteriors in inverse problems. - Tim J. Adler; Jan-Hinrich Nölke; Annika Reinke; Minu Dietlinde Tizabi; Sebastian Gruber 001; Dasha Trofimova; Lynton Ardizzone; Paul F. Jaeger; Florian Buettner 001; Ullrich Köthe; Lena Maier-Hein (Medical Image Anal., 2025)

An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion from the MICCAI2022 challenge. - Sharib Ali; Yamid Espinel; Yueming Jin; Peng Liu 074; Bianca Güttner; Xukun Zhang; Lihua Zhang; Thomas Dowrick; Matthew J. Clarkson; Shiting Xiao; Yifan Wu; Yijun Yang; et al. (Medical Image Anal., 2025)

Navigating prevalence shifts in image analysis algorithm deployment. - Patrick Godau; Piotr Kalinowski; Evangelia Christodoulou; Annika Reinke; Minu Tizabi; Luciana Ferrer; Paul Jäger 002; Lena Maier-Hein (Medical Image Anal., 2025)

SURE-VQA: Systematic Understanding of Robustness Evaluation in Medical VQA Tasks. - Kim-Celine Kahl; Selen Erkan; Jeremias Traub; Carsten T. Lüth; Klaus H. Maier-Hein; Lena Maier-Hein; Paul F. Jaeger (Trans. Mach. Learn. Res., 2025)

Bridging vision language model (VLM) evaluation gaps with a framework for scalable and cost-effective benchmark generation. - Tim Rädsch; Leon D. Mayer; Simon Pavicic; A. Emre Kavur; Marcel Knopp; Baris Öztürk; Klaus H. Maier-Hein; Paul F. Jaeger; Fabian Isensee; Annika Reinke; Lena Maier-Hein (CoRR, 2025)

CARL: Camera-Agnostic Representation Learning for Spectral Image Analysis. - Alexander Baumann; Leonardo Ayala; Silvia Seidlitz; Jan Sellner; Alexander Studier-Fischer; Berkin Özdemir; Lena Maier-Hein; Slobodan Ilic (CoRR, 2025)

False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims. - Evangelia Christodoulou; Annika Reinke; Pascaline Andrè; Patrick Godau; Piotr Kalinowski; Rola Houhou; Selen Erkan; Carole H. Sudre; Ninon Burgos; Sofiène Boutaj; Sophie Loizillon; Maëlys Solal; et al. (CoRR, 2025)

Semantic hyperspectral image synthesis for cross-modality knowledge transfer in surgical data science. - Viet Tran Ba; Marco Hübner; Ahmad Bin Qasim; Maike Rees; Jan Sellner; Silvia Seidlitz; Evangelia Christodoulou; Berkin Özdemir; Alexander Studier-Fischer; Felix Nickel; Leonardo Ayala; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2025)

Large-scale Self-supervised Video Foundation Model for Intelligent Surgery. - Shu Yang; Fengtao Zhou; Leon Mayer; Fuxiang Huang; Yiliang Chen; Yihui Wang; Sunan He; Yuxiang Nie; Xi Wang; Ömer Sümer; Yueming Jin; Huihui Sun; et al. (CoRR, 2025)

Challenging Vision-Language Models with Surgical Data: A New Dataset and Broad Benchmarking Study. - Leon D. Mayer; Tim Rädsch; Dominik Michael; Lucas Luttner; Amine Yamlahi; Evangelia Christodoulou; Patrick Godau; Marcel Knopp; Annika Reinke; Fiona R. Kolbinger; Lena Maier-Hein (CoRR, 2025)

Shortcut learning leads to sex bias in deep learning models for photoacoustic tomography. - Marcel Knopp; Christoph J. Bender; Niklas Holzwarth; Yi Li; Julius Kempf; Milenko Caranovic; Ferdinand Knieling; Werner Lang; Ulrich Rother; Alexander Seitel; Lena Maier-Hein; Kris K. Dreher (Int. J. Comput. Assist. Radiol. Surg., 2025)

Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge. - Tobias Rueckert; David Rauber; Raphaela Maerkl; Leonard Klausmann; Suemeyye R. Yildiran; Max Gutbrod; Danilo Weber Nunes; Alvaro Fernandez Moreno; Imanol Luengo; Danail Stoyanov; Nicolas Toussaint; Enki Cho; et al. (CoRR, 2025)