Learnable Context in Multiple Instance Learning for Whole Slide Image Classification and Segmentation.

Multiple instance learning (MIL) has become a cornerstone in whole slide image (WSI) analysis. In this paradigm, a WSI is conceptualized as a bag of instances. Instance features are extracted by a feature extractor, and then a feature aggregator fuses these instance features into a bag representatio...

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Bibliographic Details
Published in:Journal of Imaging Informatics in Medicine Vol. 38; no. 4; pp. 2322 - 2337
Main Authors: Huang, Yu-Yuan, Chu, Wei-Ta
Format: equations & formulas pictorial research tables/charts Journal Article
Published: Springer Nature Aug2025
Online Access:View this record in EBSCOhost