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Papers tagged with "Decision Support"
A Hybrid Machine Learning Framework For Explainable Insurance Risk Assessment
Insurance Providers Increasingly Rely On Analytical Solutions To Improve Underwriting Consistency, Reduce Processing Time, And Optimize Risk Assessment. Traditional Underwriting Approaches Often Depend On Manual Review And Expert Judgment,...
SmartLife AI: An Intelligent, Inflation-Aware Personal Finance Management System — Design, Implementation, And A Roadmap Toward Predictive Financial Intelligence
Personal Financial Management (PFM) Applications Typically Report Nominal Income, Expenses, And Balances Without Indicating How Inflation Erodes Purchasing Power Or Whether A User Is On Track For Long-term Goals Such As Retirement. This Pap...
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...
AI-BASED PREDICTIVE MODELING FOR CLASSIFICATION OF FETAL HEALTH CONDITIONS
Fetal Health Assessment Is A Critical Component Of Prenatal Care, Directly Influencing The Safety And Outcomes Of Both Mother And Fetus During Pregnancy. Conventional Diagnostic Approaches, Which Rely Heavily On Manual Interpretation Of Car...
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...
AN INTERPRETABLE FINANCIAL DECISION SUPPORT SYSTEM FOR LOAN APPROVAL USING DATA ANALYTICS
The Process Of Loan Approval Plays A Vital Role In Financial Institutions, Requiring Accurate And Timely Decision-making. Traditional Systems Rely Heavily On Manual Evaluation, Which Often Leads To Inconsistency And Delays. This Study Prese...
A Personal And Family Financial Decision Support System
Managing Personal And Family Finances Has Become More Challenging In Recent Years Due To Increasing Living Expenses And The Presence Of Multiple Sources Of Income. The Personal And Family Financial Decision Support System Is Developed To Si...
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...
The Breast Cancer Recurrence Prediction
Breast Cancer Recurrence Remains One Of The Most Critical Challenges In Long-term Oncology Care, Posing Significant Risks Even After Successful Primary Treatment. While Advances In Early Diagnosis And Therapeutic Interventions Have Improved...
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...
A Comprehensive Survey On AI-Powered Public Scheme Eligibility Engines And Guidance Assistance Systems
The Government Welfare Programs Are Intended To Ensure Inclusive Growth, Social Security, And Economic Stability. However, Despite The Existence Of Many Welfare Programs, A Large Number Of Eligible Beneficiaries Are Not Able To Avail Themse...
AskIT AI: An Intelligent System For Optimized Student Profile Management And Data Accessibility
Handling Student Profiles And Data Is A Vital Part Of Managing An Educational Institution, But Conventional Methods Frequently Turn Out To Be Inefficient, Labor-intensive, And Prone To Mistakes. These Issues Obstruct Institutions' Capabilit...
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...