PC
Patrick Ferdinand Christ
cs.CVcs.LGeess.IVImage Processing, Computer-Assisted3D medical shapesAlgorithmsanatomy educationaugmented realitybenchmarkBenchmark
On Valency
published · living versionsW_j5haz7ag·v1 · currentpublished
Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields
with Mohamed Ezzeldin A. Elshaer, Florian Ettlinger, Sunil Tatavarty, Marc Bickel +8
1 version
W_z8wecm87·v1published
Preprints & journals
9 papers in the corpus · 2016–2023MedShapeNet - a large-scale dataset of 3D medical shapes for computer vision.39733351 · Li, Jianning, Zhou, Zongwei, Yang, Jiancheng et al.2025 · 47 citationsBiomedizinische Technik. Biomedical engineering. 2025;70(1):71-90
The Liver Tumor Segmentation Benchmark (LiTS).36481607 · Bilic, Patrick, Christ, Patrick, Li, Hongwei Bran et al.2023 · 1,394 citationsMedical image analysis. 2023;84:102680
The Medical Segmentation Decathlon.35840566 · Antonelli, Michela, Reinke, Annika, Bakas, Spyridon et al.2022 · 1,372 citationsNature communications. 2022;13(1):4128
A large annotated medical image dataset for the development and evaluation of segmentation algorithms1902.09063v1 · Amber L. Simpson, Michela Antonelli, Spyridon Bakas et al.2019 · 684 citationsarXivon Valency
Automated Whole-Body Bone Lesion Detection for Multiple Myeloma on 68Ga-Pentixafor PET/CT Imaging Using Deep Learning Methods.29531504 · Xu, Lina, Tetteh, Giles, Lipkova, Jana et al.2019 · 126 citationsContrast media & molecular imaging. 2018;2018:2391925
Automated Unsupervised Segmentation of Liver Lesions in CT scans via Cahn-Hilliard Phase Separation1704.02348v1 · Jana Lipkov'a, Markus Rempfler, Patrick Christ et al.2017 · 8 citationsarXiv
SurvivalNet: Predicting patient survival from diffusion weighted magnetic resonance images using cascaded fully convolutional and 3D convolutional neural networks1702.05941v1 · Patrick Ferdinand Christ, Florian Ettlinger, Georgios Kaissis et al.2017 · 30 citationsarXiv
Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks1702.05970v2 · Patrick Ferdinand Christ, Florian Ettlinger, Felix Grun et al.2017 · 278 citationsarXiv
Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields1610.02177v1 · Patrick Ferdinand Christ, Mohamed Ezzeldin A. Elshaer, Florian Ettlinger et al.2016 · 623 citationsarXivon Valency
Career total: 17 works. 9 are in this corpus.
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