Casper F. Winsnes

A subcellular map of the human proteome

Peter Thul, Lovisa Åkesson, Mikaela Wiking et al. · Science · 2017 · 2.9K citations

Deep learning is combined with massive-scale citizen science to improve large-scale image classification

Devin P. Sullivan, Casper F. Winsnes, Lovisa Åkesson et al. · Nature Biotechnology · 2018 · 190 citations · Full text

Convolutional Neural Network, Image Classification, Image Analysis +12

Analysis of the Human Protein Atlas Image Classification competition

Wei Ouyang, Casper F. Winsnes, Martin Hjelmare et al. · Nature Methods · 2019 · 130 citations · Full text

Geometric Learning, Convolutional Neural Network, Multiple Instance Learning +21

A multi-scale map of cell structure fusing protein images and interactions

Yue Qin, Edward L. Huttlin, Casper F. Winsnes et al. · Nature · 2021 · 76 citations · Full text

Cell Structure, Multi-scale Map, Engineering +12

Analysis of the Human Protein Atlas Weakly Supervised Single-Cell Classification competition

Trang Le, Casper F. Winsnes, Ulrika Axelsson et al. · Nature Methods · 2022 · 34 citations · Full text