A foundation model-based multi-instance learning framework for accurate prediction of lymph node metastasis in prostate cancer from whole slide images. [PDF]
Zeng G, Li W, Mei H, Du R.
europepmc +1 more source
A deep learning and morphometric hybrid model for automated quantification of kidney interstitial fibrosis in trichrome-stained whole-slide image. [PDF]
Athavale A +5 more
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Weakly supervised deep multi-instance learning for classification of endometrial lesions on hematoxylin and eosin-stained whole-slide images. [PDF]
Zhou Z +9 more
europepmc +1 more source
UniCAS: A foundation model for cervical cytology screening. [PDF]
Jiang H +10 more
europepmc +1 more source
A contrastive learning method integrating pathological prior information for effective differentiation of histological categories in lung squamous cell carcinoma. [PDF]
Huang M +9 more
europepmc +1 more source
Generating crossmodal gene expression from cancer histopathology improves multimodal AI predictions. [PDF]
Dey S +5 more
europepmc +1 more source
Deep Learning-Derived Pathomic Features Predict NCIT Efficacy in Resectable Locally Advanced ESCC: Clinical Utility and Mechanistic Insights. [PDF]
Zhu K +8 more
europepmc +1 more source
Towards interpretable prediction of recurrence risk in breast cancer using pathology foundation models. [PDF]
Kaczmarzyk JR +7 more
europepmc +1 more source

