AI/ML Projects
1,164 AI/ML projects in the NammaProjects bank — final-year, mini and master's projects with source code, deployment guide, PPT and full training support included. Open any project to see its abstract and exact price.
1164 projects · Page 45 of 49
No-Show Prediction for Outpatient Appointments Prediction System with Risk Stratification
Build a prediction system that scores and ranks cases so experts review the riskiest ones first. You will learn annotation quality checks, public dataset documentation and deployment basics.…
Fracture Detection on Public Radiograph Sets (MURA) Estimation System using Transfer Learning and Batch Scoring
Build an estimation system that detects abnormal patterns and raises alerts with supporting evidence. You will learn responsible AI safeguards, class imbalance handling and model calibration.…
Waterborne Disease Risk from Public Health Aggregates Decision Support System using Support Vector Machines
Build a decision support system that automates a judgement task that today takes hours of manual effort. You will learn public dataset documentation, responsible AI safeguards and train-test leakage control.…
AI-Powered Sepsis Early Warning on Public ICU Benchmark Data Decision Support System
Build a decision support system that gives decision-makers a data-backed recommendation at the right moment. You will learn train-test leakage control, deployment basics and explainability methods.…
Retinal Vessel Segmentation on Public Fundus Sets (DRIVE) Prioritisation Engine using Random Forests and Anomaly Flags
Build a prioritisation engine that predicts outcomes early enough for staff to act on them. You will learn annotation quality checks, clinical evaluation metrics and public dataset documentation.…
Pressure Ulcer Risk Scoring on Synthetic Nursing Data Detection System with Human-in-the-Loop Review
Build a detection system that predicts outcomes early enough for staff to act on them. You will learn responsible AI safeguards, clinical evaluation metrics and image preprocessing pipelines.…
Alzheimer Stage Classification from Public MRI Data (OASIS) Estimation System using Gradient Boosting and Anomaly Flags
Build an estimation system that predicts outcomes early enough for staff to act on them. You will learn error analysis and failure cases, annotation quality checks and class imbalance handling.…
Fracture Detection on Public Radiograph Sets (MURA) Recommendation Engine with Drift Monitoring
Build a recommendation engine that automates a judgement task that today takes hours of manual effort. You will learn responsible AI safeguards, image preprocessing pipelines and model calibration.…
Natural Language Processing-Based No-Show Prediction for Outpatient Appointments Estimation System
Build an estimation system that automates a judgement task that today takes hours of manual effort. You will learn class imbalance handling, deployment basics and image preprocessing pipelines.…
OPD Wait-Time Prediction for Clinics Recommendation Engine with Batch Scoring
Build a recommendation engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn responsible AI safeguards, annotation quality checks and explainability methods.…
Heart Sound Classification on Public Phonocardiogram Sets Monitoring System using Machine Learning and Risk Stratification
Build a monitoring system that gives decision-makers a data-backed recommendation at the right moment. You will learn responsible AI safeguards, annotation quality checks and explainability methods.…
Medication Error Pattern Mining on Synthetic Incident Reports Screening Tool using Random Forests
Build a screening tool that gives decision-makers a data-backed recommendation at the right moment. You will learn model calibration, error analysis and failure cases and clinical evaluation metrics.…
Neural Networks-Based ECG Arrhythmia Classification on Public Databases (MIT-BIH) Assessment Platform
Build an assessment platform that classifies incoming items automatically and routes exceptions to humans. You will learn error analysis and failure cases, clinical evaluation metrics and benchmark comparison.…
AI-Powered Drug-Drug Interaction Alerts from Open Databases (openFDA) Recommendation Engine
Build a recommendation engine that scores and ranks cases so experts review the riskiest ones first. You will learn benchmark comparison, error analysis and failure cases and annotation quality checks.…
Heart Sound Classification on Public Phonocardiogram Sets Search Engine with Batch Scoring
Build a search engine that automates a judgement task that today takes hours of manual effort. You will learn explainability methods, clinical evaluation metrics and image preprocessing pipelines.…
Ambulance Demand Forecasting for Cities Chat Assistant with Edge Deployment
Build a chat assistant that turns raw records into predictions with clear explanations. You will learn explainability methods, deployment basics and benchmark comparison.…
No-Show Prediction for Outpatient Appointments Prioritisation Engine using Deep Learning
Build a prioritisation engine that automates a judgement task that today takes hours of manual effort. You will learn deployment basics, benchmark comparison and class imbalance handling.…
Drug-Drug Interaction Alerts from Open Databases (openFDA) Estimation System with Real-Time Alerts
Build an estimation system that scores and ranks cases so experts review the riskiest ones first. You will learn error analysis and failure cases, image preprocessing pipelines and model calibration.…
Medication Error Pattern Mining on Synthetic Incident Reports Prediction System using Explainable AI
Build a prediction system that turns raw records into predictions with clear explanations. You will learn explainability methods, public dataset documentation and image preprocessing pipelines.…
Chest X-Ray Triage on Public Datasets (ChestX-ray14) Grading System using Transfer Learning and Mobile Inference
Build a grading system that turns raw records into predictions with clear explanations. You will learn deployment basics, image preprocessing pipelines and public dataset documentation.…
Cough Sound Screening on Public Audio Collections Recognition System with Explainable Outputs
Build a recognition system that detects abnormal patterns and raises alerts with supporting evidence. You will learn error analysis and failure cases, annotation quality checks and image preprocessing pipelines.…
Length-of-Stay Prediction on Synthetic Hospital Data Assessment Platform with Risk Stratification
Build an assessment platform that learns patterns from historical data and flags cases that need attention. You will learn annotation quality checks, benchmark comparison and public dataset documentation.…
AI-Powered Clinical Entity Extraction on Public Discharge Summary Demos Recommendation Engine
Build a recommendation engine that gives decision-makers a data-backed recommendation at the right moment. You will learn model calibration, deployment basics and train-test leakage control.…
Readmission Risk on Public Benchmark Datasets Recommendation Engine using Time-Series Modelling
Build a recommendation engine that turns raw records into predictions with clear explanations. You will learn train-test leakage control, annotation quality checks and model calibration.…