Donald E. Brown

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University of Virginia

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Toward a Knowledge Discovery Framework for Data Science Job Market in the United States

The growth of the data science field requires better tools to understand...
06/14/2021 ∙ by Mojtaba Heidarysafa, et al. ∙ 0 ∙ share

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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. ∙ 0 ∙ share

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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. ∙ 0 ∙ share

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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. ∙ 0 ∙ share

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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. ∙ 7 ∙ share

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Gender Detection on Social Networks using Ensemble Deep Learning

Analyzing the ever-increasing volume of posts on social media sites such...
04/13/2020 ∙ by Kamran Kowsari, et al. ∙ 7 ∙ share

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Dialogue-based simulation for cultural awareness training

Existing simulations designed for cultural and interpersonal skill train...
02/01/2020 ∙ by Sodiq Adewole, et al. ∙ 8 ∙ share

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Women in ISIS Propaganda: A Natural Language Processing Analysis of Topics and Emotions in a Comparison with Mainstream Religious Group

Online propaganda is central to the recruitment strategies of extremist ...
12/09/2019 ∙ by Mojtaba Heidarysafa, et al. ∙ 0 ∙ share

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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. ∙ 15 ∙ share

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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. ∙ 0 ∙ share

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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. ∙ 0 ∙ share

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Text Classification Algorithms: A Survey

In recent years, there has been an exponential growth in the number of c...
04/17/2019 ∙ by Kamran Kowsari, et al. ∙ 1 ∙ share

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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. ∙ 0 ∙ share

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From Videos to URLs: A Multi-Browser Guide To Extract User's Behavior with Optical Character Recognition

Tracking users' activities on the World Wide Web (WWW) allows researcher...
11/15/2018 ∙ by Mojtaba Heidarysafa, et al. ∙ 0 ∙ share

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Exploring Gaze Behavior to Assess Performance in Digital Game-Based Learning Systems

The recent growth of sophisticated digital gaming technologies has spawn...
11/02/2018 ∙ by Brian An, et al. ∙ 0 ∙ share

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Analysis of Railway Accidents' Narratives Using Deep Learning

Automatic understanding of domain specific texts in order to extract use...
10/17/2018 ∙ by Mojtaba Heidarysafa, et al. ∙ 4 ∙ share

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An Improvement of Data Classification Using Random Multimodel Deep Learning (RMDL)

The exponential growth in the number of complex datasets every year requ...
08/23/2018 ∙ by Mojtaba Heidarysafa, et al. ∙ 0 ∙ share

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RMDL: Random Multimodel Deep Learning for Classification

The continually increasing number of complex datasets each year necessit...
05/03/2018 ∙ by Kamran Kowsari, et al. ∙ 0 ∙ share

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HDLTex: Hierarchical Deep Learning for Text Classification

The continually increasing number of documents produced each year necess...
09/24/2017 ∙ by Kamran Kowsari, et al. ∙ 0 ∙ share

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PrivLogit: Efficient Privacy-preserving Logistic Regression by Tailoring Numerical Optimizers

Safeguarding privacy in machine learning is highly desirable, especially...
11/03/2016 ∙ by Wei Xie, et al. ∙ 0 ∙ share

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