Witali Aswolinskiy

Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations

Niccolò Marini, Stefano Marchesin, Sebastian Otálora et al. · npj Digital Medicine · 2022 · 65 citations · Full text

Computing, Computer Science, Pathology +16

PROACTING: predicting pathological complete response to neoadjuvant chemotherapy in breast cancer from routine diagnostic histopathology biopsies with deep learning

Witali Aswolinskiy, Enrico Munari, Hugo M. Horlings et al. · Breast Cancer Research · 2023 · 31 citations · Full text

Medicine, Oncology, Pathology +17

Detection and subtyping of basal cell carcinoma in whole-slide histopathology using weakly-supervised learning

Daan Geijs, Stephan Dooper, Witali Aswolinskiy et al. · Medical Image Analysis · 2023 · 24 citations · Full text

Medicine, Computer Science, Pathology +17

Time Series Classification in Reservoir- and Model-Space

Witali Aswolinskiy, Felix Reinhart, Jochen J. Steil · Neural Processing Letters · 2017 · 22 citations

Computing, Earth Sciences, Petroleum Engineering +12

Gigapixel end-to-end training using streaming and attention

Stephan Dooper, Hans Pinckaers, Witali Aswolinskiy et al. · Medical Image Analysis · 2023 · 15 citations · Full text

Computing, Computer Science, Oncology +17