Out-of-distribution generalization for segmentation of lymph node metastasis in breast cancer

Abstract Pathology provides the definitive diagnosis, and Artificial Intelligence (AI) tools are poised to improve accuracy, inter-rater agreement, and turn-around time (TAT) of pathologists, leading to improved quality of care. A high value clinical application is the grading of Lymph Node Metastas...

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Principais autores:	Yiannis Varnava, Kiran Jakate, Richard Garnett, Dimitrios Androutsos, Pascal N. Tyrrell, April Khademi
格式:	Artigo
語言:	Inglês
出版:	Nature Portfolio 2025-01-01
叢編:	Scientific Reports
主題:	Histopathology Lymph node Breast cancer Deep learning Segmentation Generalization
在線閱讀:	https://doi.org/10.1038/s41598-024-80495-y
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