Publications of Witali Aswolinskiy

2024

Papers in international journals

1. D. Höppener, W. Aswolinskiy, Z. Qian, D. Tellez, P. Nierop, M. Starmans, I. Nagtegaal, M. Doukas, J. de Wilt, D. Grünhagen, J. van der Laak, P. Vermeulen, F. Ciompi and C. Verhoef, "Classifying histopathological growth patterns for resected colorectal liver metastasis with a deep learning analysis", BJS Open, 2024;8.
   Abstract DOI PMID
2. D. Geijs, S. Dooper, W. Aswolinskiy, L. Hillen, A. Amir and G. Litjens, "Detection and subtyping of basal cell carcinoma in whole-slide histopathology using weakly-supervised learning", Medical Image Analysis, 2024;93:103063.
   Abstract DOI PMID

Preprints

1. W. Aswolinskiy, R. van der Post, M. Simons, E. Munari, M. Campora, C. Baronchelli, L. Ardighieri, S. Vatrano, I. Nagtegaal, J. van der Laak and F. Ciompi, "Attention-based whole-slide image compression achieves pathologist-level pre-screening of multi-organ routine histopathology biopsies", medRxiv, 2024.
   Abstract DOI

Papers in conference proceedings

1. N. Contreras, C. Grisi, W. Aswolinskiy, S. Vatrano, F. Fraggetta, I. Nagtegaal, M. D'Amato and F. Ciompi, "Benchmarking Hierarchical Image Pyramid Transformer for the Classification of Colon Biopsies and Polyps Histopathology Images", 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 2024:1-4.
   Abstract DOI