Hans Meine

46 papers B 3C 1Journal 24Unranked 17
YearRankTypeTitle / Venue / Authors
2026 — conf
Applying Active Learning to Nipple Segmentation in Breast MRI.
Bildverarbeitung für die Medizin
Kai Geißler, Markus Wenzel, Susanne Diekmann, Robert Grimm, Heinrich von Busch, Torbjörn Vik, Hans Meine
2025 J jnl
Determination of Kennedy's classification in panoramic X-rays by automated tooth labeling.
Int. J. Comput. Assist. Radiol. Surg.
Hans Meine, Marc Christian Metzger, Patrick Weingart, Jonas Wüster, Rainer Schmelzeisen, Anna Rörich, Joachim Georgii, Leonard Simon Brandenburg
2025 J jnl
On the Encapsulation of Medical Imaging AI Algorithms.
CoRR
Hans Meine, Yongli Mou, Guido P. M. Prause, Horst K. Hahn
2024 — conf
Application of Active Learning-based on Uncertainty Quantification to Breast Segmentation in MRI.
Bildverarbeitung für die Medizin
Kai Geißler, Markus Wenzel, Susanne Diekmann, Heinrich von Busch, Robert Grimm, Hans Meine
2024 J jnl
Comparative evaluation of uncertainty estimation and decomposition methods on liver segmentation.
Int. J. Comput. Assist. Radiol. Surg.
Vanja Sophie Cangalovic, Felix Thielke, Hans Meine
2024 — conf
Structure Size as Confounder in Uncertainty Based Segmentation Quality Prediction.
MIDL
Kai Geißler, Jochen G. Hirsch, Stefan Heldmann, Hans Meine
2024 J jnl
Suitability of DNN-based vessel segmentation for SIRT planning.
Int. J. Comput. Assist. Radiol. Surg.
Farina Kock, Felix Thielke, Nasreddin Abolmaali, Hans Meine, Andrea Schenk
2023 — conf
Abstract: Liver Tumor Segmentation in Late-phase MRI using Multi-model Training and an Anisotropic U-Net.
Bildverarbeitung für die Medizin
Annika Gerken, Grzegorz Chlebus, Hans Meine, Felix Thielke, Farina Kock, Tobias Paulus, Nasreddin Abolmaali, Andrea Schenk
2023 B conf
Combining arterial and venous CT scans in a multi-encoder network for improved hepatic vessel segmentation.
Image Processing
Felix Thielke, Farina Kock, Annika Hänsch, Nasreddin Abolmaali, Andrea Schenk, Hans Meine
2023 J jnl
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark.
Medical Image Anal.
Martin Wagner, 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, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eungjoo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtaç, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Long Zhao, Zhenxiao Ge, Haiming Sun, Di Xie, Mengqi Guo, Daochang Liu, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Annette Kopp-Schneider, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt
2023 — conf
Distributed Privacy-Preserving Data Analysis in NFDI4Health With the Personal Health Train.
CoRDI
Yongli Mou, Feifei Li, Sven Weber, Sabith Haneef, Hans Meine, Liliana Caldeira, Mehrshad Jaberansary, Sascha Welten, Yeliz Ucer Yediel, Guido P. M. Prause, Stefan Decker, Oya Beyan, Toralf Kirsten
2023 J jnl
The Liver Tumor Segmentation Benchmark (LiTS).
Medical Image Anal.
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
2022 J jnl
AI-Based Detection of Aspiration for Video-Endoscopy with Visual Aids in Meaningful Frames to Interpret the Model Outcome.
Sensors
Jürgen Konradi, Milla Zajber, Ulrich Betz, Philipp Drees, Annika Gerken, Hans Meine
2022 — conf
Confidence Histograms for Model Reliability Analysis and Temperature Calibration.
MIDL
Farina Kock, Felix Thielke, Grzegorz Chlebus, Hans Meine
2022 — conf
Hepatic artery segmentation with 3D convolutional neural networks.
Computer-Aided Diagnosis
Farina Kock, Grzegorz Chlebus, Felix Thielke, Andrea Schenk, Hans Meine
2022 B conf
Improving deep learning based liver vessel segmentation using automated connectivity analysis.
Image Processing
Felix Thielke, Farina Kock, Annika Hänsch, Joachim Georgii, Nasreddin Abolmaali, Itaru Endo, Hans Meine, Andrea Schenk
2022 J jnl
Quantitative Analysis of Liver Disease Using MRI-Based Radiomic Features of the Liver and Spleen.
J. Imaging
Jordan Sack, Jennifer Nitsch, Hans Meine, Ron Kikinis, Michael Halle, Anna E. Rutherford
2022 J jnl
Reconstruction of dental roots for implant planning purposes: a feasibility study.
Int. J. Comput. Assist. Radiol. Surg.
Leonard Simon Brandenburg, Lukas Berger, Steffen Jochen Schwarz, Hans Meine, Julia Vera Weingart, David Steybe, Benedikt Christopher Spies, Felix Burkhardt, Stefan Schlager, Marc Christian Metzger
2022 — conf
Robust Liver Segmentation with Deep Learning Across DCE-MRI Contrast Phases.
Bildverarbeitung für die Medizin
Annika Hänsch, Felix Thielke, Hans Meine, Shereen Rennebaum, Matthias F. Froelich, Lena S. Becker, Jan B. Hinrichs, Andrea Schenk
2022 J jnl
Robust Segmentation Models Using an Uncertainty Slice Sampling-Based Annotation Workflow.
IEEE Access
Grzegorz Chlebus, Andrea Schenk, Horst K. Hahn, Bram van Ginneken, Hans Meine
2021 J jnl
Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI.
Comput. Methods Programs Biomed.
Anneke Meyer, Grzegorz Chlebus, Marko Rak, Daniel Schindele, Martin Schostak, Bram van Ginneken, Andrea Schenk, Hans Meine, Horst K. Hahn, Andreas Schreiber, Christian Hansen
2021 J jnl
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark.
CoRR
Martin Wagner, 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, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eungjoo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtaç, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt
2021 — conf
Extraction of Kidney Anatomy Based on a 3D U-ResNet with Overlap-Tile Strategy.
KiTS@MICCAI
Jannes Adam, Niklas Agethen, Robert Bohnsack, René Finzel, Timo Günnemann, Lena Philipp, Marcel Plutat, Markus Rink, Tingting Xue, Felix Thielke, Hans Meine
2021 J jnl
MRI-based radiomic feature analysis of end-stage liver disease for severity stratification.
Int. J. Comput. Assist. Radiol. Surg.
Jennifer Nitsch, Jordan Sack, Michael W. Halle, Jan Hendrik Moltz, April Wall, Anna E. Rutherford, Ron Kikinis, Hans Meine
2021 J jnl
Robust Segmentation Models using an Uncertainty Slice Sampling Based Annotation Workflow.
CoRR
Grzegorz Chlebus, Andrea Schenk, Horst K. Hahn, Bram van Ginneken, Hans Meine
2020 J jnl
Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI.
CoRR
Anneke Meyer, Grzegorz Chlebus, Marko Rak, Daniel Schindele, Martin Schostak, Bram van Ginneken, Andrea Schenk, Hans Meine, Horst K. Hahn, Andreas Schreiber, Christian Hansen
2020 J jnl
Automatic segmentation of the pulmonary lobes with a 3D u-net and optimized loss function.
CoRR
Bianca Lassen-Schmidt, Alessa Hering, Stefan Krass, Hans Meine
2020 — conf
Feasibility of end-to-end trainable two-stage U-Net for detection of axillary lymph nodes in contrast-enhanced CT based on sparse annotations.
Computer-Aided Diagnosis
Hidir Cem Altun, Grzegorz Chlebus, Colin Jacobs, Hans Meine, Bram van Ginneken, Horst K. Hahn
2019 J jnl
Efficient Prealignment of CT Scans for Registration through a Bodypart Regressor.
CoRR
Hans Meine, Alessa Hering
2019 — conf
Neural-network-based automatic segmentation of cerebral ultrasound images for improving image-guided neurosurgery.
Image-Guided Procedures
Jennifer Nitsch, Jan Klein, Jan Hendrik Moltz, Dorothea Miller, Ulrich Sure, Ron Kikinis, Hans Meine
2019 J jnl
The Liver Tumor Segmentation Benchmark (LiTS).
CoRR
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
2018 J jnl
Comparison of U-net-based Convolutional Neural Networks for Liver Segmentation in CT.
CoRR
Hans Meine, Grzegorz Chlebus, Mohsen Ghafoorian, Itaru Endo, Andrea Schenk
2017 J jnl
Neural Network-Based Automatic Liver Tumor Segmentation With Random Forest-Based Candidate Filtering.
CoRR
Grzegorz Chlebus, Hans Meine, Jan Hendrik Moltz, Andrea Schenk
2015 B conf
Accurate CT-MR image registration for deep brain stimulation: a multi-observer evaluation study.
Image Processing
Jan Rühaak, Alexander Derksen, Stefan Heldmann, Marc Hallmann, Hans Meine
2014 J jnl
Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study.
Medical Image Anal.
Rina Dewi Rudyanto, Sjoerd Kerkstra, Eva M. van Rikxoort, Catalin I. Fetita, Pierre-Yves Brillet, Christophe Lefevre, Wenzhe Xue, Xiangjun Zhu, Jianming Liang, Ilkay Öksüz, Devrim Ünay, Kamuran Kadipasaoglu, Raúl San José Estépar, James C. Ross, George R. Washko, Juan-Carlos Prieto, Marcela Hernández Hoyos, Maciej Orkisz, Hans Meine, Markus Hüllebrand, Christina Stöcker, Fernando López-Mir, Valery Naranjo, Eliseo Villanueva, Marius Staring, Changyan Xiao, Berend C. Stoel, Anna Fabijanska, Erik Smistad
2014 J jnl
Segmentation-Based Partial Volume Correction for Volume Estimation of Solid Lesions in CT.
IEEE Trans. Medical Imaging
Frank Heckel, Hans Meine, Jan Hendrik Moltz, Jan-Martin Kuhnigk, Johannes T. Heverhagen, Andreas Kießling, Boris Buerke, Horst K. Hahn
2012 J jnl
How to define a locally adaptive sampling criterion for topologically correct reconstruction of multiple regions.
Pattern Recognit. Lett.
Leonid Tcherniavski, Christian Bähnisch, Hans Meine, Peer Stelldinger
2009 J jnl
A topological sampling theorem for Robust boundary reconstruction and image segmentation.
Discret. Appl. Math.
Hans Meine, Ullrich Köthe, Peer Stelldinger
2009 — conf
Annotated Contraction Kernels for Interactive Image Segmentation.
GbRPR
Hans Meine
2009 — conf
Pixel Approximation Errors in Common Watershed Algorithms.
DGCI
Hans Meine, Peer Stelldinger, Ullrich Köthe
2009 — —
The GeoMap representation: on topologically correct sub-pixel image analysis.
Hans Meine
2006 C conf
A New Sub-pixel Map for Image Analysis.
IWCIA
Hans Meine, Ullrich Köthe
2006 — conf
Provably Correct Edgel Linking and Subpixel Boundary Reconstruction.
DAGM-Symposium
Ullrich Köthe, Peer Stelldinger, Hans Meine
2006 — conf
Topologically Correct Image Segmentation Using Alpha Shapes.
DGCI
Peer Stelldinger, Ullrich Köthe, Hans Meine
2005 — conf
The GeoMap: A Unified Representation for Topology and Geometry.
GbRPR
Hans Meine, Ullrich Köthe
2004 — conf
Fast and Accurate Interactive Image Segmentation in the GEOMAP Framework.
Bildverarbeitung für die Medizin
Hans Meine, Ullrich Köthe, H. Siegfried Stiehl