Search results for: healthcare

Project Title: Personalized Federated Learning for In-Hospital Mortality Prediction in Multi-Center ICUs Project Overview In critical care, timely and accurate predictions regarding patient outcomes can significantly influence treatment decisions and…

Project Title: VIS4ML: An Ontology for Visual Analytics Assisted Machine Learning Project Description: Introduction: In the era of big data, machine learning (ML) has emerged as a dominant approach for…

Project Description: RuleMatrix - Visualizing and Understanding Classifiers with Rules Project Title: RuleMatrix: Visualizing and Understanding Classifiers with Rules Introduction: In the era of big data, machine learning classifiers have…

Project Title: Multimodal Machine Learning: A Survey and Taxonomy #Project Description: Introduction: Multimodal Machine Learning (MML) is an emerging field that focuses on integrating and interpreting multiple modes of data—such…

Project Title: Efficient Privacy-Preserving Machine Learning in Hierarchical Distributed Systems #Project Overview The increasing amount of data generated in various sectors has led to a significant rise in the demand…

Project Description: Declarative Parameterizations of User-Defined Functions for Large-Scale Machine Learning and Optimization #Overview In recent years, the field of machine learning (ML) and optimization has witnessed an exponential increase…

Project Title: Severe Dengue Prognosis Using Human Genome Data and Machine Learning #Project Description ##Background Dengue fever, caused by the dengue virus and transmitted through mosquito bites, has become a…

Project Title: TOPS Current Mirror Cross-Bar-Based Machine-Learning and Physical Unclonable Function Engine for Internet of Things Applications Project Overview: The TOPS Current Mirror Cross-Bar-Based Machine-Learning and Physical Unclonable Function (PUF)…

Project Title: Privacy-Preserving and Secure Machine Learning Project Overview The rapid advancement of machine learning (ML) technologies has enabled significant breakthroughs across various domains, including healthcare, finance, and social media.…

Project Description: Medilink One Health One Card Project Title: Medilink One Health One Card Project Overview: The Medilink One Health One Card initiative aims to revolutionize the way health data…

Project Description: Children ADHD Disease Detection Using Pose Estimation Technique Introduction Attention Deficit Hyperactivity Disorder (ADHD) is a neurodevelopmental disorder commonly diagnosed in children. Symptoms such as inattention, hyperactivity, and…

Project Title: Brain Tumor Disease Detection Using Machine Learning and Deep Learning Project Overview The project aims to develop an advanced diagnostic system for the early detection of brain tumors…

Project Title: World Population Analysis Using Machine Learning Project Overview: The World Population Analysis using Machine Learning project aims to leverage advanced data science techniques and machine learning algorithms to…

Project Title: Real-Time Personalized Physiologically Based Stress Detection System Project Overview: The Real-Time Personalized Physiologically Based Stress Detection System is an innovative project aimed at developing a cutting-edge platform that…

Project Description: Child Mortality Prediction using Machine Learning Techniques Project Overview Child mortality remains a significant global health issue, with millions of children under five years old succumbing to preventable…

Project Title: Influence-Based Defense Against Data Poisoning Attacks in Online Learning Project Description: 1. Introduction: In the realm of machine learning and artificial intelligence, online learning has gained prominence due…

Project Title: Towards On-Demand Virtual Physical Therapist: Machine Learning-Based Patient Action Understanding, Assessment, and Task Recommendation Project Description: In an era marked by rapid advancements in health technology and an…

Project Title: Comparative Analysis of Radiomics Models Built Through Machine Learning in a Multicentric Context with Independent Testing #Project Overview The objective of this project is to conduct a comprehensive…

Project Description: Neuro Detect - A Machine Learning Based Fast and Accurate Seizure Detection System in the Internet of Medical Things (IoMT) Introduction Neuro Detect is an innovative project aimed…

Project Description: Design and Implementation of a Machine Learning-based EEG Processor for Accurate Estimation of Depth of Anesthesia #Background Anesthesia is a critical aspect of modern medical practice, ensuring patients…