Generating Hypergraph-Based High-Order Representations of Whole-Slide Histopathological Images for Survival Prediction

Patient survival prediction based on gigapixel whole-slide histopathological images (WSIs) has become increasingly prevalent in recent years. A key challenge of this task is achieving an informative survival-specific global representation from those WSIs with highly complicated data correlation. Thi...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 5 vom: 26. Mai, Seite 5800-5815
Auteur principal: Di, Donglin (Auteur)
Autres auteurs: Zou, Changqing, Feng, Yifan, Zhou, Haiyan, Ji, Rongrong, Dai, Qionghai, Gao, Yue
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't