Search results for: healthcare

Project Title: A Machine Learning Approach Using Statistical Models #Project Overview This project aims to explore the integration of traditional statistical models within machine learning frameworks to improve prediction accuracy…

Project Title: A Machine Learning Framework for Early-Stage Detection of Autism Spectrum Disorders #Project Overview This project aims to develop a robust machine learning framework designed specifically for the early-stage…

Project Title: Development of a Machine Learning Model to Predict Diagnosis of Brain Stroke #Project Overview This project aims to develop a machine learning model that efficiently predicts the likelihood…

Project Title: Segmentation on MRI Brain Image and Classification of Stages of Tumor Using Machine Learning 1. Introduction Brain tumors are a significant health concern, often requiring precise diagnostics to…

Project Title: Retinal Image Classification Using Neural Networks Project Overview The "Retinal Image Classification Using Neural Networks" project aims to develop an advanced machine learning model capable of analyzing retinal…

Project Title: Retinal Disease Diagnosis Using Deep Learning Project Overview The advancement of technology in medical imaging and artificial intelligence (AI) provides a unique opportunity to enhance diagnostic capabilities for…

Project Description: Real-Time Machine Learning Detection of Heart Disease Project Title: Real-Time Machine Learning Detection of Heart Disease Objective: The primary objective of this Heart Disease Detection project is to…

Project Title: Deep Online Sequential Extreme Learning Machines and Its Application in Pneumonia Detection #Project Overview The primary aim of this project is to develop a Deep Online Sequential Extreme…

Project Description: Learning from Privacy Preserved Encrypted Data on Cloud Through Supervised and Unsupervised Machine Learning #Project Overview In an increasingly digital world, data privacy and security have emerged as…

Project Title: Real-Time Machine Learning for Early Detection of Heart Disease Using Big Data Approach #Project Overview The project aims to develop an advanced real-time machine learning framework to detect…

Project Description: Diabetes Prediction Using Different Machine Learning Approaches #Project Overview Diabetes is a chronic disease that occurs when the body is unable to effectively produce or use insulin, leading…

Project Title: Predicting Diabetes in Healthy Population through Machine Learning Project Overview: The primary objective of this project is to develop a machine learning model that can accurately predict the…

# Project Description: Application Research of Machine Learning Method Based on Distributed Cluster in Information Retrieval Introduction In the age of big data, the ability to extract meaningful information from…

Project Description: Comparison of Various Machine Learning Techniques and Their Uses in Different Fields Introduction Machine Learning (ML) has emerged as a transformative technology that is revolutionizing various industries by…

Project Title: A Quick Review of Machine Learning Algorithms Project Description: In the age of data-driven decision-making, Machine Learning (ML) has emerged as a transformative technology across various industries. This…

Project Description: Blockchain-Based Federated Learning with SMPC Model Verification Against Poisoning Attacks Introduction In the rapidly evolving landscape of machine learning and data privacy, federated learning (FL) has emerged as…

Project Title: RMT-Net: Reject-Aware Multi-Task Network for Modeling Missing-Not-At-Random Data Project Overview: The RMT-Net project aims to develop an innovative machine learning framework designed specifically to handle missing-not-at-random (MNAR) data…

Project Title: PupilHeart: Heart Rate Variability Monitoring via Pupillary Fluctuations on Mobile Devices Project Description: Overview: PupilHeart is an innovative research project aimed at developing a mobile application that utilizes…

Project Title: Propounding First Artificial Intelligence Approach Project Description: Introduction The "Propounding First Artificial Intelligence Approach" project aims to establish a foundational framework for the integration and application of artificial…