No pixel-level annotations needed
Sign Up to like & getrecommendations! Published in 2019 at "Nature Biomedical Engineering"
DOI: 10.1038/s41551-019-0472-6
Abstract: A deep-learning model for cancer detection trained on a large number of scanned pathology slides and associated diagnosis labels enables model development without the need for pixel-level annotations. read more here.
Keywords: annotations needed; pixel level; level annotations;
Cardiac Adipose Tissue Segmentation via Image-Level Annotations
Sign Up to like & getrecommendations! Published in 2022 at "IEEE journal of biomedical and health informatics"
DOI: 10.48550/arxiv.2206.04238
Abstract: Automatically identifying the structural substrates underlying cardiac abnormalities can potentially provide real-time guidance for interventional procedures. With the knowledge of cardiac tissue substrates, the treatment of complex arrhythmias such as atrial fibrillation and ventricular tachycardia… read more here.
Keywords: level annotations; image level; tissue segmentation; segmentation ... See more keywords