Martin Hjelmare

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

Mapping the Subcellular Protein Distribution in Three Human Cell Lines

Linn Fagerberg, Charlotte Stadler, Marie Skogs et al. · Journal of Proteome Research · 2011 · 39 citations · Full text

Molecular Biology, Cytoskeleton, Cellular Physiology +22

Systematic validation of antibody binding and protein subcellular localization using siRNA and confocal microscopy

Charlotte Stadler, Martin Hjelmare, Beate Neumann et al. · Journal of Proteomics · 2012 · 37 citations · Full text

Antibody Binding, Systematic Validation, Immunocytochemical Technique +12