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Papers tagged with "Clinical Decision Support"
COMPARATIVE ANALYSIS OF MACHINE LEARNING MODELS OF DIABETES PREDICTION
The Diabetes Mellitus Is One Of The Fastest-growing Chronic Health Conditions Globally, Affecting Hundreds Of Millions Of Individuals And Imposing Significant Burdens On Healthcare Systems Worldwide. Early Identification Of At-risk Indiv...
Enhancing The Recommendation Model For Disease Prediction Based On User Symptoms Using Machine Learning
Healthcare Is One Of The Most Important Research Fields With The Rapid Improvement Of Technology And Increase In Data. It Is Difficult To Handle Huge Amounts Of Patient Data. Big Data Analytics Can Be Used To Handle Such Data. There Are A L...
Smart AI – Powered Health Care System
- This Paper Presents A Smart AI-Based Healthcare System Designed To Enhance Disease Prediction And Support Clinical Decision-making Using Machine Learning Techniques. The System Analyzes Patient Data Such As Symptoms, Medical History, And...
COMPARATIVE AND STAGE-WISE ALZHEIMER’S DISEASE PREDICTION USING HYBRID INTELLIGENCE
In This Paper, Alzheimer’s Disease (AD) Is A Progressive Neurodegenerative Disorder Characterized By Memory Loss And Cognitive Decline. Accurate And Early Diagnosis Is Critical To Intervene Effectively, Yet Reliable And Accurate Diagnosis I...
AI-BASED ATHEROSCLEROSIS DETECTION MODEL USING CARDIOVASCULAR IMAGING DATA
Atherosclerosis Is A Chronic Cardiovascular Condition Characterized By The Gradual Accumulation Of Plaque Within Arterial Walls, Resulting In Restricted Blood Flow And Increased Risk Of Heart Attacks And Strokes. Early Detection Is Essenti...
LUNG INFECTION SEGMENTATION AND CLASSIFICATION USING DEEP LEARNING
Lung Fibrosis Is A Chronic And Progressive Respiratory Disease Characterized By Scarring Of Lung Tissue, Leading To Reduced Lung Function And, In Severe Cases, Respiratory Failure. Early Detection Is Critical For Timely Intervention And Imp...
Clinical Decision Support System for Diagnosing Intensity of Heart Diseases
Clinical Decision Support System (CDSS) Is A Tool Constructed For Evaluating The Intensity Of Heart Diseases. There Are Five Types Of Intensities Present. Each Intensity Type Is Denoted With The Help Of Range Of Values Associated With Each...
PRIVACY PRESERVING CLINICAL DECISION SUPPORT SYSTEM
Clinical Decision Support System, Which Uses Advanced Datamining Techniques To Help Clinician Make Proper Decisions, Has Received Considerable Attention Recently. The Advantages Of Clinical Decision Support System Include Improving Diagnosi...