
-
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)...
read it
-
Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision
Eosinophilic Esophagitis (EoE) is an inflammatory esophageal disease whi...
read it
-
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...
read it
-
Gender Detection on Social Networks using Ensemble Deep Learning
Analyzing the ever-increasing volume of posts on social media sites such...
read it
-
Dialogue-based simulation for cultural awareness training
Existing simulations designed for cultural and interpersonal skill train...
read it
-
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 ...
read it
-
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...
read it
-
Self-Attentive Adversarial Stain Normalization
Hematoxylin and Eosin (H&E) stained Whole Slide Images (WSIs) are utiliz...
read it
-
Deep Learning for Visual Recognition of Environmental Enteropathy and Celiac Disease
Physicians use biopsies to distinguish between different but histologica...
read it
-
Text Classification Algorithms: A Survey
In recent years, there has been an exponential growth in the number of c...
read it
-
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...
read it
-
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...
read it
-
Exploring Gaze Behavior to Assess Performance in Digital Game-Based Learning Systems
The recent growth of sophisticated digital gaming technologies has spawn...
read it
-
Analysis of Railway Accidents' Narratives Using Deep Learning
Automatic understanding of domain specific texts in order to extract use...
read it
-
An Improvement of Data Classification Using Random Multimodel Deep Learning (RMDL)
The exponential growth in the number of complex datasets every year requ...
read it
-
RMDL: Random Multimodel Deep Learning for Classification
The continually increasing number of complex datasets each year necessit...
read it
-
HDLTex: Hierarchical Deep Learning for Text Classification
The continually increasing number of documents produced each year necess...
read it
-
PrivLogit: Efficient Privacy-preserving Logistic Regression by Tailoring Numerical Optimizers
Safeguarding privacy in machine learning is highly desirable, especially...
read it