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08/21/2023
Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders
The task of medical image segmentation presents unique challenges, neces...
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08/19/2023
Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision
In healthcare and biomedical applications, extreme computational require...
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01/27/2023
Cross-Architectural Positive Pairs improve the effectiveness of Self-Supervised Learning
Existing self-supervised techniques have extreme computational requireme...
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10/14/2022
Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithms
Rheumatoid arthritis (RA) is an autoimmune condition caused when patient...
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07/13/2022
A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images
The current study of cell architecture of inflammation in histopathology...
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06/08/2022