Exploring Multiple Instance Learning (MIL): A brief survey

A survey of multiple instance learning and its fit to slide-level clinical data.

Expert Systems with Applications, 2024.

Note

Sets out the multiple instance setting that clinical data presents, where the label belongs to the slide and not to the region, and reviews the methods that address it.

Reference

Exploring Multiple Instance Learning (MIL): A brief survey
Expert Systems with Applications, 2024.
https://scholar.google.com/scholar?q=%22Exploring%20Multiple%20Instance%20Learning%20(MIL)%3A%20A%20brief%20survey%22

The publisher record holds the author list.

Details

TypeJournal article
AreasMedical imaging and computer vision

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