174 publication(s) trouvée(s)
Article scientifique
Computer Vision-Based Approach for Automated Monitoring and Assessment of Gait Rehabilitation at Home
This study presents a markerless video-based human gait analysis system for automatic assessment of at-home rehabilitation. A marker-based MoCap system …
Article scientifique
Artificial Intelligence Techniques in Medical Imaging: A Systematic Review
This scientific review presents a comprehensive overview of medical imaging modalities and their diverse applications in artificial intelligence (AI)-based disease …
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A Boosted Evolutionary Neural Architecture Search for Timeseries Forecasting with Application to South African COVID-19 Cases
In recent years, there has been an increase in studies on time-series forecasting for the future occurrence of disease incidents. …
Article scientifique
Optimizing Machine Learning Algorithms for Heart Disease Classification and Prediction
According to the World Health Organization (WHO), cardiovascular disease is one of the leading causes of death worldwide. Thus, the …
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Discriminative Approach Lung Diseases and COVID-19 from Chest X-Ray Images Using Convolutional Neural Networks: A Promising Approach for Accurate Diagnosis
Medical imaging treatment is one of the best-known computer science disciplines. It can be used to detect the presence of …
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Integrated Ensemble Learning Framework for Predicting Liver Disease
The liver disease has become a pressing global issue, with a sharp increase in cases reported worldwide. Detecting liver disease …
Article scientifique
Building a Recommender System to Predict the Shape of Bacteria in Urine Cytobacteriological Examination Using Machine Learning
This study aimed to build a recommender system that predicts the shape of bacteria for biological requests of urine cytobacteriological …
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A Case for Low-Cost Personal Electronic Laboratory Equipment using FPGAs
The field of reconfigurable computing is gaining a lot of following, and several use cases have been developed for it. …
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Multi-Access Techniques Comparison for Remote Lab System
Remote lab systems are one of the essential requirements for an increased academic productivity in the modern digital world. These …
Article scientifique
Speech Recognition Algorithms based Cough Recognition System
This paper introduces an innovative technique for creating a cough detection system that relies on speech recognition algorithms. The strategy …
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Threshold-Based Segmentation for Landmark Detection Using CBCT Images
The aim of this study is to examine the influence of threshold-based segmentation on the mean error of automatic landmark …
Article scientifique
Transforming Healthcare: Leveraging Vision-Based Neural Networks for Smart Home Patient Monitoring
Image captioning is a promising technique for remote monitoring of patient behavior, enabling healthcare providers to identify changes in patient …
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Cooperative Learning Groups: A New Approach Based on Students’ Performance Prediction
Cooperative learning is a pedagogical approach in which students collaborate in small groups to attain a shared academic objective. In …
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Classification of Ocular Diseases Related to Diabetes Using Transfer Learning
Although artificial intelligence enables the detection of abnormalities in medical images and is widely used as a computer vision technology, …
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A Comprehensive Study of Deep Learning and Performance Comparison of Deep Neural Network Models (YOLO, RetinaNet)
This paper presents the latest advances in machine learning techniques and highlights deep learning (DL) methods in recent studies. This …
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Newly Proposed Student Performance Indicators Based on Learning Analytics for Continuous Monitoring in Learning Management Systems
E-learning platforms have become increasingly popular across various industries, with higher education institutions being among the primary adopters. Learning management …
Article scientifique
A Model Proposal for Enhancing Leaf Disease Detection Using Convolutional Neural Networks (CNN)
Deep learning has gained significant popularity due to its exceptional performance in various machine learning and artificial intelligence applications. In …
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Prediction of Depression via Supervised Learning Models: Performance Comparison and Analysis
This document Among all the various types of mental and psychosocial illnesses, the most commonly occurring type is depression. It …
Article scientifique
A Context-Aware Framework to Manage the Priority of Injured Persons Arriving at Emergencies
The integration of Internet of Medical Things (IoMT) in Hospital system has modified the traditional medical service as a reactive …
Article scientifique
Edge-Fog-Cloud Data Analysis for eHealth-IoT
Thanks to advancements in artificial intelligence and the Internet of Things (IoT), eHealth is becoming an increasingly attractive area for …