The Liver Tumor Segmentation Benchmark (LiTS)

Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li, +106

Medical Image Analysis

Pan-cancer integrative histology-genomic analysis via multimodal deep learning

Richard J. Chen, Ming Y. Lu, Drew F. K. Williamson, +8

Cancer Cell

The Liver Tumor Segmentation Benchmark (LiTS)

Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li, +106

Rare & Special e-Zone (The Hong Kong University of Science and Technology)

Medical Image SegmentationEngineeringTumor SegmentationDiagnostic ImagingImage Analysis +21

Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks

Patrick Ferdinand Christ, Florian Ettlinger, Felix Grün, +17

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningTumor SegmentationPathology +23

Personalized Radiotherapy Design for Glioblastoma: Integrating Mathematical Tumor Models, Multimodal Scans, and Bayesian Inference

Jana Lipková, Panagiotis Angelikopoulos, Stephen Wu, +11

IEEE Transactions on Medical Imaging

EngineeringMachine LearningMultimodalityGliomaMultimodal Scans +21

Automated Whole-Body Bone Lesion Detection for Multiple Myeloma on ⁶⁸Ga-Pentixafor PET/CT Imaging Using Deep Learning Methods

Lina Xu, Giles Tetteh, Jana Lipková, +7

Contrast Media & Molecular Imaging

BraTS Toolkit: Translating BraTS Brain Tumor Segmentation Algorithms Into Clinical and Scientific Practice

Florian Kofler, Christoph Berger, Diana Waldmannstetter, +7

Frontiers in Neuroscience

Deep learning-enabled assessment of cardiac allograft rejection from endomyocardial biopsies

Jana Lipková, Tiffany Chen, Ming Y. Lu, +16

Nature Medicine

TransplantationMachine LearningMedical ImagingEngineeringCardiac Pathology +7

Demographic bias in misdiagnosis by computational pathology models

Anurag Vaidya, Richard J. Chen, Drew F. K. Williamson, +10

Nature Medicine

Demographic BiasMedicineDiagnosisComputational PathologyDisease Diagnosis +3

Analysis of Brownian Dynamics Simulations of Reversible Bimolecular Reactions

Jana Lipková, Konstantinos C. Zygalakis, S. Jonathan Chapman, +1

SIAM Journal on Applied Mathematics

EngineeringStochastic AnalysisComputational ChemistryAlgorithm ParametersStochastic Phenomenon +14