693 citations
- Hospital for Sick ChildrenCA15 papers
- University of TorontoCA14 papers
- Institute for Clinical Evaluative SciencesCA7 papers
- Public Health OntarioCA6 papers
- University College LondonGB6 papers
- Bayer (United Kingdom)GB2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Health Economics and Outcomes Research (United Kingdom)GB2 papers
- Johns Hopkins UniversityUS2 papers
- Laboratoire Psychologie de la PerceptionFR2 papers
- McGill University Health CentreCA2 papers
- Stanford UniversityUS2 papers
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q-bio.QM2020★ 4 cited
A Comprehensive Study of Data Augmentation Strategies for Prostate Cancer Detection in Diffusion-weighted MRI using Convolutional Neural Networks
Ruqian Hao, Khashayar Namdar, Lin Liu +2
Data augmentation refers to a group of techniques whose goal is to battle limited amount of available data to improve model generalization and push sample distribution toward the t…
q-bio.QM2018★ 693 cited
Machine Learning for Integrating Data in Biology and Medicine: Principles, Practice, and Opportunities
Marinka Zitnik, Francis Nguyen, Bo Wang +3
New technologies have enabled the investigation of biology and human health at an unprecedented scale and in multiple dimensions. These dimensions include a myriad of properties de…