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10/22/2022
Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks
Large pretrained Transformer-based language models like BERT and GPT hav...
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05/06/2022
Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports
Pretrained Transformer based models finetuned on domain specific corpora...
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06/04/2019
Transfer Learning with intelligent training data selection for prediction of Alzheimer's Disease
Detection of Alzheimer's Disease (AD) from neuroimaging data such as MRI...
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02/13/2019
Machine Learning on Biomedical Images: Interactive Learning, Transfer Learning, Class Imbalance, and Beyond
In this paper, we highlight three issues that limit performance of machi...
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10/18/2018