13 citations · 13 across the 3 of their papers we have counts for
3 papers
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…
Fused Audio Instance and Representation for Respiratory Disease Detection
Tuan Truong, Matthias Lenga, Antoine Serrurier +1
Audio-based classification techniques on body sounds have long been studied to aid in the diagnosis of respiratory diseases. While most research is centered on the use of cough as…
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…