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VISION-MAE: A Foundation Model for Medical Image Segmentation and Classification
A foundation model, which is a large-scale pre-trained AI model, offers a versatile base that can be adapted to a variety of specific tasks and contexts.
MRAnnotator: A Multi-Anatomy Deep Learning Model for MRI Segmentation
The external dataset was used to evaluate nnU-Net model generalizability and performance in all classes on independent imaging data.
Question answering systems for health professionals at the point of care -- a systematic review
Results: We included 79 studies and identified themes, including question realism, answer reliability, answer utility, clinical specialism, systems, usability, and evaluation methods.
Building on Huang et al. GlossBERT for Word Sense Disambiguation
We propose to take on the problem ofWord Sense Disambiguation (WSD).
Viola: A Topic Agnostic Generate-and-Rank Dialogue System
We present Viola, an open-domain dialogue system for spoken conversation that uses a topic-agnostic dialogue manager based on a simple generate-and-rank approach.
