105 citations · 135 across the 9 of their papers we have counts for
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cs.CV2022★ 6 cited
Metadata-guided Consistency Learning for High Content Images
Johan Fredin Haslum, Christos Matsoukas, Karl-Johan Leuchowius +2
High content imaging assays can capture rich phenotypic response data for large sets of compound treatments, aiding in the characterization and discovery of novel drugs. However, e…
cs.LG2022★ 9 cited
What Makes Transfer Learning Work For Medical Images: Feature Reuse & Other Factors
Christos Matsoukas, Johan Fredin Haslum, Moein Sorkhei +2
Transfer learning is a standard technique to transfer knowledge from one domain to another. For applications in medical imaging, transfer from ImageNet has become the de-facto appr…