105 citations · 135 across the 9 of their papers we have counts for
3 papers · 1 filter
Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation
Johan Fredin Haslum, Christos Matsoukas, Karl-Johan Leuchowius +1
High Content Imaging (HCI) plays a vital role in modern drug discovery and development pipelines, facilitating various stages from hit identification to candidate drug characteriza…
Are Natural Domain Foundation Models Useful for Medical Image Classification?
Joana Palés Huix, Adithya Raju Ganeshan, Johan Fredin Haslum +3
The deep learning field is converging towards the use of general foundation models that can be easily adapted for diverse tasks. While this paradigm shift has become common practic…
Pretrained ViTs Yield Versatile Representations For Medical Images
Christos Matsoukas, Johan Fredin Haslum, Moein Sorkhei +2
Convolutional Neural Networks (CNNs) have reigned for a decade as the de facto approach to automated medical image diagnosis, pushing the state-of-the-art in classification, detect…