Hannes Kenngott

According to our database1, Hannes Kenngott authored at least 91 papers between 2006 and 2023.

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Bibliography

2023
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark.
Medical Image Anal., May, 2023

Understanding metric-related pitfalls in image analysis validation.
CoRR, 2023

2022
Robust deep learning-based semantic organ segmentation in hyperspectral images.
Medical Image Anal., 2022

Surgical data science - from concepts toward clinical translation.
Medical Image Anal., 2022

Metrics reloaded: Pitfalls and recommendations for image analysis validation.
CoRR, 2022

Correction to: Robust hand tracking for surgical telestration.
Int. J. Comput. Assist. Radiol. Surg., 2022

Robust hand tracking for surgical telestration.
Int. J. Comput. Assist. Radiol. Surg., 2022

2021
A reporting and analysis framework for structured evaluation of COVID-19 clinical and imaging data.
npj Digit. Medicine, 2021

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge.
Medical Image Anal., 2021

Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark.
CoRR, 2021

Estimation and Monitoring of Operating Room Utilization by a Distributed Streaming and Analytics Architecture Deployed at Heidelberg University Hospital's Medical Data Integration Center.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

2020
Surgical Data Science - from Concepts to Clinical Translation.
CoRR, 2020

Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor Operating Room.
CoRR, 2020

Robust Medical Instrument Segmentation Challenge 2019.
CoRR, 2020

2019
Prediction of laparoscopic procedure duration using unlabeled, multimodal sensor data.
Int. J. Comput. Assist. Radiol. Surg., 2019

Out of Distribution Detection for Intra-operative Functional Imaging.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures, 2019

2018
Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy.
IEEE Trans. Biomed. Eng., 2018

Prediction of laparoscopic procedure duration using unlabeled, multimodal sensor data.
CoRR, 2018

Real-time image-based instrument classification for laparoscopic surgery.
CoRR, 2018

Surgical Data Science: A Consensus Perspective.
CoRR, 2018

Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery.
CoRR, 2018

Exploiting the potential of unlabeled endoscopic video data with self-supervised learning.
Int. J. Comput. Assist. Radiol. Surg., 2018

IMHOTEP: virtual reality framework for surgical applications.
Int. J. Comput. Assist. Radiol. Surg., 2018

Toward a standard ontology of surgical process models.
Int. J. Comput. Assist. Radiol. Surg., 2018

Abstract: Physiological Parameter Estimation from Multispectral Images Unleashed.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

2017
Exploiting the potential of unlabeled endoscopic video data with self-supervised learning.
CoRR, 2017

Surgical Data Science: Enabling Next-Generation Surgery.
CoRR, 2017

What does it all mean? Capturing Semantics of Surgical Data and Algorithms with Ontologies.
CoRR, 2017

Unsupervised temporal context learning using convolutional neural networks for laparoscopic workflow analysis.
CoRR, 2017

Projective biomechanical depth matching for soft tissue registration in laparoscopic surgery.
Int. J. Comput. Assist. Radiol. Surg., 2017

Physiological Parameter Estimation from Multispectral Images Unleashed.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Predicting the duration of surgeries to Improve Process Efficiency in Hospitals.
Proceedings of the 25th European Conference on Information Systems, 2017

Method for Intra-Surgical Phase Detection by Using Real-Time Medical Device Data.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016
Robust near real-time estimation of physiological parameters from megapixel multispectral images with inverse Monte Carlo and random forest regression.
Int. J. Comput. Assist. Radiol. Surg., 2016

Robust augmented reality guidance with fluorescent markers in laparoscopic surgery.
Int. J. Comput. Assist. Radiol. Surg., 2016

Toward cognitive pipelines of medical assistance algorithms.
Int. J. Comput. Assist. Radiol. Surg., 2016

Successful learning of surgical liver anatomy in a computer-based teaching module.
Int. J. Comput. Assist. Radiol. Surg., 2016

Bridging the gap between formal and experience-based knowledge for context-aware laparoscopy.
Int. J. Comput. Assist. Radiol. Surg., 2016

Erratum to: LapOntoSPM: an ontology for laparoscopic surgeries and its application to surgical phase recognition.
Int. J. Comput. Assist. Radiol. Surg., 2016

Image-based laparoscopic bowel measurement.
Int. J. Comput. Assist. Radiol. Surg., 2016

Robust endoscopic pose estimation for intraoperative organ-mosaicking.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Tissue classification for laparoscopic image understanding based on multispectral texture analysis.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Superpixel-based structure classification for laparoscopic surgery.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Crowd-Algorithm Collaboration for Large-Scale Endoscopic Image Annotation with Confidence.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Deep Disparity - Deep Learning für maßgeschneiderte endoskopische Stereo-Rekonstruktionen.
Proceedings of the 15. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, September 29, 2016

Temporale Kontextvorhersage für die laparoskopische Phasenerkennung.
Proceedings of the 15. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, September 29, 2016

Robuste intraoperative Registrierung mit fluoreszierenden Markern für die computergestützte Laparoskopie.
Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016

2015
Toward knowledge-based liver surgery: holistic information processing for surgical decision support.
Int. J. Comput. Assist. Radiol. Surg., 2015

Crowdtruth validation: a new paradigm for validating algorithms that rely on image correspondences.
Int. J. Comput. Assist. Radiol. Surg., 2015

LapOntoSPM: an ontology for laparoscopic surgeries and its application to surgical phase recognition.
Int. J. Comput. Assist. Radiol. Surg., 2015

Knowledge-based workspace optimization of a redundant robot for minimally invasive robotic surgery (MIRS).
Proceedings of the 2015 IEEE International Conference on Robotics and Biomimetics, 2015

Image-based tracking of the suturing needle during laparoscopic interventions.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Intraoperative on-the-fly organ-mosaicking for laparoscopic surgery.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Towards data-driven analysis of perioperative surgical treatment processes.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015

Surgical Treatment Model for Context Aware Assistance Systems in Perioperative Surgical Treatment.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015

Quantitative Laparoscopy for Bowel Length Measurement in Bariatric Surgery - a Translational Study.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015

First Surgical Experience with a Learning Robot for Camera Guidance in Cognition-Guided Laparoscopic Surgery: a Phantom Study.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015

Wissensbasierter Ansatz zur Platzierung der Roboterbasisposition für die roboterunterstützte minimal-invasive Chirurgie.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015

Strukturidentifikation mittels Superpixel in der Laparoskopie.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015

Wissensbasierte Assistenzrobotik: Autonome Endoskopführung basierend auf Lernen von räumlichem Know-How.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015

2014
Comparative Validation of Single-Shot Optical Techniques for Laparoscopic 3-D Surface Reconstruction.
IEEE Trans. Medical Imaging, 2014

Pose-independent surface matching for intra-operative soft-tissue marker-less registration.
Medical Image Anal., 2014

Visual tracking of da Vinci instruments for laparoscopic surgery.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Model-based formalization of medical knowledge for context-aware assistance in laparoscopic surgery.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Crowdsourcing for Reference Correspondence Generation in Endoscopic Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Can Masses of Non-Experts Train Highly Accurate Image Classifiers? - A Crowdsourcing Approach to Instrument Segmentation in Laparoscopic Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Knowledge-Driven Formalization of Laparoscopic Surgeries for Rule-Based Intraoperative Context-Aware Assistance.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014

Analyse der Anforderungen an Formsensoren zur Verwendung in der minimal-invasiven Chirurgie.
Proceedings of the 13. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2014

Bildbasierte Darmvermessung für die laparoskopische Chirugie.
Proceedings of the 13. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2014

2013
Context-aware Augmented Reality in laparoscopic surgery.
Comput. Medical Imaging Graph., 2013

Ontology-based prediction of surgical events in laparoscopic surgery.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013

2012
Fusion of intraoperative force sensoring, surface reconstruction and biomechanical modeling.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

HELIOS - Heidelberg Laparoscopic Intervention and Operation Simulator.
Proceedings of the 11. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2012

Navigierte Laparoskopische Rektumchirurgie: Einfluss der Sensorplatzierung und Organgeometrie auf die Genauigkeit des elektromagnetischen Organtrackings.
Proceedings of the 11. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2012

Volumenänderung der Leber im Schweinemodell für Operationsplanung und intraoperativ Computerassistenz.
Proceedings of the 11. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2012

Das Graduiertenkolleg 1126 "Entwicklung neuer computerbasierter Methoden für den Arbeitsplatz der Zukunft in der Weichteilchirurgie".
Proceedings of the 11. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2012

Optimierte endoskopische Time-of-Flight Oberflächenrekonstruktion durch Integration eines Struktur-durch-Bewegung-Ansatzes.
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012

2011
From stereo image sequences to smooth and robust surface models using temporal information and Bilateral postprocessing.
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011

Real-time surface reconstruction from stereo endoscopic images for intraoperative registration.
Proceedings of the Medical Imaging 2011: Visualization, 2011

Konstruktion einer Wissensbasis für die minimal invasive Pankreaschirurgie.
Proceedings of the 10. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2011

Oberflächenrekonstruktion für minimal-invasive Navigationssysteme.
Proceedings of the 10. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2011

Entwicklung und Evaluation eines Trainingsmodells für die Periduralkatheteranlage mit elektronischem Lern- und Trainingsprogramm.
Proceedings of the 10. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2011

2010
Modellbasierte intraoperative Registrierung von Weichgewebe für ein chirurgisches Assistenzsystem.
Proceedings of the 9. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2010

Respiratory Organ Motion of the Esophagus and Motion Correlation with Skin Markers in a Porcine Model for Image-Guided Procedures.
Proceedings of the 9. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2010

Evaluation of a Navigation System for Minimally Invasive Esophagectomy in a Porcine Model.
Proceedings of the 9. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2010

2009
RepliExplore: coupling physical and virtual anatomy models.
Int. J. Comput. Assist. Radiol. Surg., 2009

Towards a Mixed Reality Environment for Preoperative Planning of Cardiac Surgery.
Proceedings of the Medicine Meets Virtual Reality 17 - NextMed: Design for/the Well Being, 2009

Quantitative Analyse und Visualisierung der Herzfunktionen.
Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009

Der Telemanipulator daVinci als mechanisches Trackingsystem.
Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009

2008
Magnetisches Tracking für die Navigation mit dem da Vinci Surgical System.
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008

2006
Entwicklung eines Navigationssystems für die telemanipulatorgestützte Oesophagektomie.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006


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