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04/14/2023
Masked Pre-Training of Transformers for Histology Image Analysis
In digital pathology, whole slide images (WSIs) are widely used for appl...
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10/22/2021
MHAttnSurv: Multi-Head Attention for Survival Prediction Using Whole-Slide Pathology Images
In pathology, whole-slide images (WSI) based survival prediction has att...
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01/11/2021
Resolution-Based Distillation for Efficient Histology Image Classification
Developing deep learning models to analyze histology images has been com...
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11/18/2019
Predicting colorectal polyp recurrence using time-to-event analysis of medical records
Identifying patient characteristics that influence the rate of colorecta...
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09/27/2019
Deep neural networks for automated classification of colorectal polyps on histopathology slides: A multi-institutional evaluation
Histological classification of colorectal polyps plays a critical role i...
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01/31/2019
Automated detection of celiac disease on duodenal biopsy slides: a deep learning approach
Celiac disease prevalence and diagnosis have increased substantially in ...
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03/05/2017