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cs.CV2023
Towards Hierarchical Regional Transformer-based Multiple Instance Learning
Josef Cersovsky, Sadegh Mohammadi, Dagmar Kainmueller +1
The classification of gigapixel histopathology images with deep multiple instance learning models has become a critical task in digital pathology and precision medicine. In this wo…
cs.CV2021★ 13 cited
How Transferable Are Self-supervised Features in Medical Image Classification Tasks?
Tuan Truong, Sadegh Mohammadi, Matthias Lenga
Transfer learning has become a standard practice to mitigate the lack of labeled data in medical classification tasks. Whereas finetuning a downstream task using supervised ImageNe…