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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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 5 vom: 26. Mai, Seite 5800-5815
1. Verfasser: Di, Donglin (VerfasserIn)
Weitere Verfasser: Zou, Changqing, Feng, Yifan, Zhou, Haiyan, Ji, Rongrong, Dai, Qionghai, Gao, Yue
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't