Sandy Napel

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

Alex Zwanenburg, Martin Vallières, Mahmoud A. Abdalah et al. · Radiology · 2020 · 3.6K citations · Full text

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

Olivier Bernard, Alain Lalande, Clément Zotti et al. · IEEE Transactions on Medical Imaging · 2018 · 2.1K citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +22

The Medical Segmentation Decathlon

Michela Antonelli, Annika Reinke, Spyridon Bakas et al. · Nature Communications · 2022 · 1.1K citations · Full text

Comparison and Evaluation of Retrospective Intermodality Brain Image Registration Techniques

Jay B. West, Joan Fitzpatrick, Matthew Y. Wang et al. · Journal of Computer Assisted Tomography · 1997 · 886 citations · Full text

A large annotated medical image dataset for the development and evaluation of segmentation algorithms

Amber L. Simpson, Michela Antonelli, Spyridon Bakas et al. · arXiv (Cornell University) · 2019 · 715 citations · Full text

Data Annotation, Medical Image Segmentation, Engineering +24