Heinrich Schulz

According to our database, Heinrich Schulz authored at least 21 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Bottom-Up Instance Segmentation of Catheters for Chest X-Rays.

Francesca Boccardi, Axel Saalbach, Heinrich Schulz, Samuele Salti, Ilyas Sirazitdinov

CoRR, 2023

2022

Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-ray Data.

Joceline Ziegler, Bjarne Pfitzner, Heinrich Schulz, Axel Saalbach, Bert Arnrich

Sensors, 2022

Tubular shape aware data generation for segmentation in medical imaging.

Ilyas Sirazitdinov, Heinrich Schulz, Axel Saalbach, Steffen Renisch, Dmitry V. Dylov

Int. J. Comput. Assist. Radiol. Surg., 2022

Bi-directional Encoding for Explicit Centerline Segmentation by Fully-Convolutional Networks.

Ilyas Sirazitdinov, Axel Saalbach, Heinrich Schulz, Dmitry V. Dylov

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Anomaly Detection in Medical Imaging With Deep Perceptual Autoencoders.

Nina Shvetsova, Bart Bakker, Irina Fedulova, Heinrich Schulz, Dmitry V. Dylov

IEEE Access, 2021

2020

Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging.

Ilyas Sirazitdinov, Heinrich Schulz, Axel Saalbach, Steffen Renisch, Dmitry V. Dylov

CoRR, 2020

Anomaly Detection with Deep Perceptual Autoencoders.

Nina Tuluptceva, Bart Bakker, Irina Fedulova, Heinrich Schulz, Dmitry V. Dylov

CoRR, 2020

Continual Learning for Domain Adaptation in Chest X-ray Classification.

Matthias Lenga, Heinrich Schulz, Axel Saalbach

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

2019

Synthetic CT Generation from MRI Using Improved DualGAN.

Denis Prokopenko, Joël Valentin Stadelmann, Heinrich Schulz, Steffen Renisch, Dmitry V. Dylov

CoRR, 2019

Unpaired Synthetic Image Generation in Radiology Using GANs.

Denis Prokopenko, Joël Valentin Stadelmann, Heinrich Schulz, Steffen Renisch, Dmitry V. Dylov

Proceedings of the Artificial Intelligence in Radiation Therapy, 2019

Pseudo-CT image generation from mDixon MRI images using fully convolutional neural networks.

Joël Valentin Stadelmann, Heinrich Schulz, Uulke A. van der Heide, Steffen Renisch

Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

2018

Nearest neighbor 3D segmentation with context features.

Evelin Hristova, Heinrich Schulz, Tom Brosch, Mattias P. Heinrich, Hannes Nickisch

Proceedings of the Medical Imaging 2018: Image Processing, 2018

2016

Precise anatomy localization in CT data by an improved probabilistic tissue type atlas.

Astrid Franz, Nicole Schadewaldt, Heinrich Schulz, Torbjørn Vik, Martin Bergtholdt, Daniel Bystrov

Proceedings of the Medical Imaging 2016: Image Processing, 2016

2015

Annotation-free probabilistic atlas learning for robust anatomy detection in CT images.

Astrid Franz, Nicole Schadewaldt, Heinrich Schulz, Torbjørn Vik, Lisa Kausch, Jan Modersitzki, Rafael Wiemker, Daniel Bystrov

Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014

Bladder segmentation in MR images with watershed segmentation and graph cut algorithm.

Thomas Blaffert, Steffen Renisch, Nicole Schadewaldt, Heinrich Schulz, Rafael Wiemker

Proceedings of the Medical Imaging 2014: Image Processing, 2014

2012

A new method for robust organ positioning in CT images.

Torbjørn Vik, Daniel Bystrov, Nicole Schadewaldt, Heinrich Schulz, Jochen Peters

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2009

Local motion analysis in 4D lung CT using fast groupwise registration.

Daniel Bystrov, Torbjørn Vik, Heinrich Schulz, Tobias Klinder, Stefan Schmidt

Proceedings of the International Conference on Image Processing, 2009

2008

Validation of automatic landmark identification for atlas-based segmentation for radiation treatment planning of the head-and-neck region.

Claudia Leavens, Torbjørn Vik, Heinrich Schulz, Stéphane Allaire, John J. Kim, Laura Dawson, Brian O'Sullivan, Stephen L. Breen, David A. Jaffray, Vladimir Pekar

Proceedings of the Medical Imaging 2008: Image Processing, 2008

2005

Real-Time Interactive Viewing of 4D Kinematic MR Joint Studies.

Heinrich Schulz, Kirsten Meetz, Clemens Bos, Daniel Bystrov, Thomas Netsch

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Motion Compensation and Plane Tracking for Kinematic MR-Imaging.

Daniel Bystrov, Vladimir Pekar, Kirsten Meetz, Heinrich Schulz, Thomas Netsch

Proceedings of the Computer Vision for Biomedical Image Applications, 2005

2004

A hybrid method for registration of interventional CT and ultrasound images.

Jens von Berg, Jochen Kruecker, Heinrich Schulz, Kirsten Meetz, Jörg Sabczynski

Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004