Article

Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes

2024-08-23

Abstract excerpt

Semantic segmentation of medical images is pivotal in applications like disease diagnosis and treatment planning. While deep learning has excelled in automating this task, a major hurdle is the need for numerous annotated segmentation masks, which are resource-intensive to produce due to the required expertise and time. This scenario often leads to ultra low-data regimes, where annotated images are extremely limit...

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Radiomics and Machine Learning in Medical Imaging

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Literature Corpus work: e86e9fe3-73bc-5076-88ac-a427c82e8fc4
DOI: 10.1101/2024.08.23.24312461

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