Learning to Segment Unseen Tasks In-Context

While deep learning models have become the predominant method for medical image segmentation, they are typically incapable of generalizing to new segmentation tasks---involving new anatomies, image modalities, or labels. For a new segmentation task, researchers will often have to prepare new task-sp...

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Bibliographic Details
Main Author: Butoi, Victor Ion
Other Authors: Guttag, John V.
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/156117