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 · 63 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

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 · 25 citations · Full text

Time Series Classification in Reservoir- and Model-Space

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

Engineering, Data Science, Pattern Recognition +6

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 · 19 citations · Full text

Artificial Intelligence, Multiple Instance Learning, Engineering +28

Gigapixel end-to-end training using streaming and attention

Stephan Dooper, Hans Pinckaers, Witali Aswolinskiy et al. · Medical Image Analysis · 2023 · 14 citations · Full text