Engineering & Medical Student Projects
5000 projects · Page 170 of 209
Automated PG Thesis Submission and Milestone Tracker Portal with Geolocation Search
Build a portal that supports field teams with offline-first data capture and sync. You will learn report generation, consent records and audit trails and registry data design.…
Marketplace for Palliative Care Visit Scheduler with Subscription Plans
Build a marketplace that gives programme managers live counts for reviews and planning. You will learn health record data models, reminder workflow design and field-team workflow design.…
Smart ECG Teaching Library with Quizzes Examination Portal with Role-Based Access
Build an examination portal that helps frontline staff replace paper registers with reliable digital records. You will learn dashboard design, role-based access design and health record data models.…
Temporal Graph Mining for Financial Crime Detection
Detect crime patterns that only appear when transaction timing is taken into account. You will learn temporal graph methods, motif analysis and investigator workflows.…
Dental College Case Sheet Management Dashboard with Subscription Plans and Inventory Alerts
Build a dashboard that helps frontline staff replace paper registers with reliable digital records. You will learn report generation, field-team workflow design and role-based access design.…
Histopathology Patch Classification on Public Slide Images Grading System with Anomaly Flags
Build a grading system that predicts outcomes early enough for staff to act on them. You will learn responsible AI safeguards, annotation quality checks and class imbalance handling.…
Adverse Drug Reaction Signals from FAERS Open Data Recommendation Engine using Explainable AI
Build a recommendation engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn public dataset documentation, model calibration and class imbalance handling.…
Histopathology Patch Classification on Public Slide Images Forecasting System using Edge AI
Build a forecasting system that predicts outcomes early enough for staff to act on them. You will learn clinical evaluation metrics, train-test leakage control and responsible AI safeguards.…
Alzheimer Stage Classification from Public MRI Data (OASIS) Search Engine with Confidence Scores
Build a search engine that turns raw records into predictions with clear explanations. You will learn clinical evaluation metrics, benchmark comparison and deployment basics.…
Claims Fraud Pattern Detection on Synthetic Insurance Data Grading System using Graph Neural Networks and Multilingual Support
Build a grading system that turns raw records into predictions with clear explanations. You will learn error analysis and failure cases, responsible AI safeguards and class imbalance handling.…
Bed Occupancy Forecasting on Synthetic Census Data Recommendation Engine using Ensemble Learning
Build a recommendation engine that gives decision-makers a data-backed recommendation at the right moment. You will learn benchmark comparison, class imbalance handling and model calibration.…
Heart Sound Classification on Public Phonocardiogram Sets Estimation System using Time-Series Modelling and Real-Time Alerts
Build an estimation system that gives decision-makers a data-backed recommendation at the right moment. You will learn benchmark comparison, train-test leakage control and public dataset documentation.…
Appointment Slot Optimisation for Diagnostic Labs Grading System with Edge Deployment
Build a grading system that predicts outcomes early enough for staff to act on them. You will learn benchmark comparison, explainability methods and model calibration.…
Medical Coding Assistance on Synthetic Case Sheets Classification System using Reinforcement Learning
Build a classification system that detects abnormal patterns and raises alerts with supporting evidence. You will learn clinical evaluation metrics, public dataset documentation and train-test leakage control.…
Cost-Aware Query Optimisation for Serverless Warehouses
Study how serverless pricing changes optimal query plans and physical design. You will learn query optimisation, cost modelling and workload characterisation.…
Heart Sound Classification on Public Phonocardiogram Sets Prediction System using Edge AI
Build a prediction system that learns patterns from historical data and flags cases that need attention. You will learn benchmark comparison, annotation quality checks and responsible AI safeguards.…
Machine Learning-Based Adverse Drug Reaction Signals from FAERS Open Data Alert System
Build an alert system that classifies incoming items automatically and routes exceptions to humans. You will learn clinical evaluation metrics, annotation quality checks and error analysis and failure cases.…
Alzheimer Stage Classification from Public MRI Data (OASIS) Screening Tool with Risk Stratification
Build a screening tool that learns patterns from historical data and flags cases that need attention. You will learn deployment basics, annotation quality checks and explainability methods.…
AI-Powered Pressure Ulcer Risk Scoring on Synthetic Nursing Data Scoring System
Build a scoring system that predicts outcomes early enough for staff to act on them. You will learn deployment basics, image preprocessing pipelines and train-test leakage control.…
Explainable AI-Based Drug-Drug Interaction Alerts from Open Databases (openFDA) Screening Tool
Build a screening tool that detects abnormal patterns and raises alerts with supporting evidence. You will learn image preprocessing pipelines, public dataset documentation and annotation quality checks.…
AI-Powered Bed Occupancy Forecasting on Synthetic Census Data Prediction Platform
Build a prediction platform that turns raw records into predictions with clear explanations. You will learn benchmark comparison, error analysis and failure cases and deployment basics.…
Sepsis Early Warning on Public ICU Benchmark Data Grading System with Report Generation
Build a grading system that automates a judgement task that today takes hours of manual effort. You will learn responsible AI safeguards, annotation quality checks and deployment basics.…
Clinical Entity Extraction on Public Discharge Summary Demos Prioritisation Engine using Time-Series Modelling
Build a prioritisation engine that detects abnormal patterns and raises alerts with supporting evidence. You will learn responsible AI safeguards, annotation quality checks and train-test leakage control.…
AI-Powered Air Pollution and Respiratory Visits Correlation on Public Data Alert System
Build an alert system that turns raw records into predictions with clear explanations. You will learn benchmark comparison, model calibration and explainability methods.…