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08/24/2023
The intersection of video capsule endoscopy and artificial intelligence: addressing unique challenges using machine learning
Introduction: Technical burdens and time-intensive review processes limi...
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06/29/2022
MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation
In this work, we propose a mutual information (MI) based unsupervised do...
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10/18/2021
Graph Convolution Neural Network For Weakly Supervised Abnormality Localization In Long Capsule Endoscopy Videos
Temporal activity localization in long videos is an important problem. T...
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10/18/2021
Unsupervised Shot Boundary Detection for Temporal Segmentation of Long Capsule Endoscopy Videos
Physicians use Capsule Endoscopy (CE) as a non-invasive and non-surgical...
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06/13/2021
HistoTransfer: Understanding Transfer Learning for Histopathology
Advancement in digital pathology and artificial intelligence has enabled...
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03/19/2021
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)...
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01/13/2021
Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision
Eosinophilic Esophagitis (EoE) is an inflammatory esophageal disease whi...
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01/11/2021
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...
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06/12/2020
HMIC: Hierarchical Medical Image Classification, A Deep Learning Approach
Image classification is central to the big data revolution in medicine. ...
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05/08/2020
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...
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10/07/2019
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...
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09/04/2019
Self-Attentive Adversarial Stain Normalization
Hematoxylin and Eosin (H&E) stained Whole Slide Images (WSIs) are utiliz...
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08/08/2019
Deep Learning for Visual Recognition of Environmental Enteropathy and Celiac Disease
Physicians use biopsies to distinguish between different but histologica...
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04/10/2019