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HistoTransfer: Understanding Transfer Learning for Histopathology
Advancement in digital pathology and artificial intelligence has enabled...
06/13/2021 ∙ by Yash Sharma, et al. ∙
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Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification
In recent years, the availability of digitized Whole Slide Images (WSIs)...
03/19/2021 ∙ by Yash Sharma, et al. ∙
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Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision
Eosinophilic Esophagitis (EoE) is an inflammatory esophageal disease whi...
01/13/2021 ∙ by William Adorno III, et al. ∙
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Lesion2Vec: Deep Metric Learning for Few-Shot Multiple Lesions Recognition in Wireless Capsule Endoscopy Video
Effective and rapid detection of lesions in the Gastrointestinal tract i...
01/11/2021 ∙ by Sodiq Adewole, et al. ∙
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HMIC: Hierarchical Medical Image Classification, A Deep Learning Approach
Image classification is central to the big data revolution in medicine. ...
06/12/2020 ∙ by Kamran Kowsari, et al. ∙
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Hierarchical Deep Convolutional Neural Networks for Multi-category Diagnosis of Gastrointestinal Disorders on Histopathological Images
Deep convolutional neural networks (CNNs) have been successful for a wid...
05/08/2020 ∙ by Rasoul Sali, et al. ∙
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CeliacNet: Celiac Disease Severity Diagnosis on Duodenal Histopathological Images Using Deep Residual Networks
Celiac Disease (CD) is a chronic autoimmune disease that affects the sma...
10/07/2019 ∙ by Rasoul Sali, et al. ∙
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Self-Attentive Adversarial Stain Normalization
Hematoxylin and Eosin (H&E) stained Whole Slide Images (WSIs) are utiliz...
09/04/2019 ∙ by Aman Shrivastava, et al. ∙
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Deep Learning for Visual Recognition of Environmental Enteropathy and Celiac Disease
Physicians use biopsies to distinguish between different but histologica...
08/08/2019 ∙ by Aman Shrivastava, et al. ∙
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Diagnosis of Celiac Disease and Environmental Enteropathy on Biopsy Images Using Color Balancing on Convolutional Neural Networks
Celiac Disease (CD) and Environmental Enteropathy (EE) are common causes...
04/10/2019 ∙ by Kamran Kowsari, et al. ∙
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