Tomasz K. Konopczynski

According to our database, Tomasz K. Konopczynski authored at least 17 papers between 2018 and 2023.

Collaborative distances:

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

2023

The Liver Tumor Segmentation Benchmark (LiTS).

Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios Kaissis, Adi Szeskin, Colin Jacobs, Gabriel Efrain Humpire Mamani, Gabriel Chartrand, Fabian Lohöfer, Julian Walter Holch, Wieland H. Sommer, Felix Hofmann, Alexandre Hostettler, Naama Lev-Cohain, Michal Drozdzal, Michal Marianne Amitai, Refael Vivanti, Jacob Sosna, Ivan Ezhov, Anjany Sekuboyina, Fernando Navarro, Florian Kofler, Johannes C. Paetzold, Suprosanna Shit, Xiaobin Hu, Jana Lipková, Markus Rempfler, Marie Piraud, Jan Kirschke, Benedikt Wiestler, Zhiheng Zhang, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Michela Antonelli, Woong Bae, Miriam Bellver, Lei Bi, Hao Chen, Grzegorz Chlebus, Erik B. Dam, Qi Dou, Chi-Wing Fu, Bogdan Georgescu, Xavier Giró-i-Nieto, Felix Grün, Xu Han, Pheng-Ann Heng, Jürgen Hesser, Jan Hendrik Moltz, Christian Igel, Fabian Isensee, Paul Jäger, Fucang Jia, Krishna Chaitanya Kaluva, Mahendra Khened, Ildoo Kim, Jae-Hun Kim, Sungwoong Kim, Simon Kohl, Tomasz K. Konopczynski, Avinash Kori, Ganapathy Krishnamurthi, Fan Li, Hongchao Li, Junbo Li, Xiaomeng Li, John S. Lowengrub, Jun Ma, Klaus H. Maier-Hein, Kevis-Kokitsi Maninis, Hans Meine, Dorit Merhof, Akshay Pai, Mathias Perslev, Jens Petersen, Jordi Pont-Tuset, Jin Qi, Xiaojuan Qi, Oliver Rippel, Karsten Roth, Ignacio Sarasua, Andrea Schenk, Zengming Shen, Jordi Torres, Christian Wachinger, Chunliang Wang, Leon Weninger, Jianrong Wu, Daguang Xu, Xiaoping Yang, Simon Chun-Ho Yu, Yading Yuan, Miao Yue, Liping Zhang, Manuel Jorge Cardoso, Spyridon Bakas, Rickmer Braren, Volker Heinemann, Christopher Pal, An Tang, Samuel Kadoury, Luc Soler, Bram van Ginneken, Hayit Greenspan, Leo Joskowicz, Bjoern H. Menze

Medical Image Anal., 2023

CenterlinePointNet++: A New Point Cloud Based Architecture for Coronary Artery Pressure Drop and vFFR Estimation.

Patryk Rygiel, Pawel Pluszka, Maciej Zieba, Tomasz K. Konopczynski

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Coronary Ostia Localization Using Residual U-Net with Heatmap Matching and 3D DSNT.

Milosz Gajowczyk, Patryk Rygiel, Piotr Grodek, Adrian Korbecki, Michal Sobanski, Przemyslaw Podgórski, Tomasz K. Konopczynski

Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

Eigenvector Grouping for Point Cloud Vessel Labeling.

Patryk Rygiel, Maciej Zieba, Tomasz K. Konopczynski

Proceedings of the Geometric Deep Learning in Medical Image Analysis, 2022

2021

Deep Learning Segmentation Algorithms for X-ray CT data.

Tomasz K. Konopczynski

PhD thesis, 2021

2020

Plugin Networks for Inference under Partial Evidence.

Michal Koperski, Tomasz K. Konopczynski, Rafal Nowak, Piotr Semberecki, Tomasz Trzcinski

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Mask Mining for Improved Liver Lesion Segmentation.

Karsten Roth, Jürgen Hesser, Tomasz K. Konopczynski

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Instance Segmentation of Densely Packed Cells Using a Hybrid Model of U-Net and Mask R-CNN.

Tomasz K. Konopczynski, Ron Heiman, Piotr Woznicki, Pawel Gniewek, Marie-Cécilia Duvernoy, Oskar Hallatschek, Jürgen Hesser

Proceedings of the Artificial Intelligence and Soft Computing, 2020

2019

Boosting Liver and Lesion Segmentation from CT Scans By Mask Mining.

Karsten Roth, Jürgen Hesser, Tomasz K. Konopczynski

CoRR, 2019

Liver Lesion Segmentation with slice-wise 2D Tiramisu and Tversky loss function.

Karsten Roth, Tomasz K. Konopczynski, Jürgen Hesser

CoRR, 2019

The Liver Tumor Segmentation Benchmark (LiTS).

Patrick Bilic, Patrick Ferdinand Christ, Eugene Vorontsov, Grzegorz Chlebus, Hao Chen, Qi Dou, Chi-Wing Fu, Xiao Han, Pheng-Ann Heng, Jürgen Hesser, Samuel Kadoury, Tomasz K. Konopczynski, Miao Le, Chunming Li, Xiaomeng Li, Jana Lipková, John S. Lowengrub, Hans Meine, Jan Hendrik Moltz, Chris Pal, Marie Piraud, Xiaojuan Qi, Jin Qi, Markus Rempfler, Karsten Roth, Andrea Schenk, Anjany Sekuboyina, Ping Zhou, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Felix Grün, Georgios Kaissis, Fabian Lohöfer, Rickmer Braren, Julian Holch, Felix Hofmann, Wieland H. Sommer, Volker Heinemann, Colin Jacobs, Gabriel Efrain Humpire Mamani, Bram van Ginneken, Gabriel Chartrand, An Tang, Michal Drozdzal, Avi Ben-Cohen, Eyal Klang, Michal Marianne Amitai, Eli Konen, Hayit Greenspan, Johan Moreau, Alexandre Hostettler, Luc Soler, Refael Vivanti, Adi Szeskin, Naama Lev-Cohain, Jacob Sosna, Leo Joskowicz, Bjoern H. Menze

CoRR, 2019

Automated Multiscale 3D Feature Learning for Vessels Segmentation in Thorax CT Images.

Tomasz K. Konopczynski, Thorben Kröger, Lei Zheng, Christoph S. Garbe, Jürgen Hesser

CoRR, 2019

Fully Convolutional Deep Network Architectures for Automatic Short Glass Fiber Semantic Segmentation from CT scans.

Tomasz K. Konopczynski, Danish Rathore, Jitendra Rathore, Thorben Kröger, Lei Zheng, Christoph S. Garbe, Simone Carmignato, Jürgen Hesser

CoRR, 2019

Reference Setup for Quantitative Comparison of Segmentation Techniques for Short Glass Fiber CT Data.

Tomasz K. Konopczynski, Jitendra Rathore, Thorben Kröger, Lei Zheng, Christoph S. Garbe, Simone Carmignato, Jürgen Hesser

CoRR, 2019

Plugin Networks for Inference under Partial Evidence.

Michal Koperski, Tomasz K. Konopczynski, Piotr Semberecki, Tomasz Trzcinski

CoRR, 2019

Deep Convolutional Encoder-Decoder Framework for Fetal ECG Signal Denoising.

Eleni Fotiadou, Tomasz K. Konopczynski, Jürgen Hesser, Rik Vullings

Proceedings of the 46th Computing in Cardiology, 2019

2018

Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning.

Tomasz K. Konopczynski, Thorben Kröger, Lei Zheng, Jürgen Hesser

Proceedings of the British Machine Vision Conference 2018, 2018