Stefan Leger

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

A comparative study of machine learning methods for time-to-event survival data for radiomics risk modelling

Stefan Leger, Alex Zwanenburg, K. Pilz et al. · Scientific Reports · 2017 · 222 citations · Full text

2018 Robotic Scene Segmentation Challenge

Max Allan, Satoshi Kondo, Sebastian Bodenstedt et al. · arXiv (Cornell University) · 2020 · 118 citations · Full text

Convolutional Neural Network, Scene Analysis, Medical Image Segmentation +26

Image biomarker standardisation initiative - feature definitions.

Alex Zwanenburg, Stefan Leger, Martin Vallières et al. · arXiv (Cornell University) · 2016 · 114 citations · Full text

Engineering, Feature Extraction, Pathology +22

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge

Tobias Roß, Annika Reinke, Peter M. Full et al. · Medical Image Analysis · 2020 · 88 citations · Full text