Engineering & Medical Student Projects
5000 projects · Page 10 of 209
ICU Vital-Sign Forecasting with Time-Series Models (Public Challenge Data)
Forecast ICU vital trajectories on public challenge waveform data with horizon-wise error analysis. You will learn clinical time-series modelling and leakage control.…
Learning-Based Medical Image Registration Across Modalities
Register CT-MRI pairs from public datasets with learning-based deformation models and landmark error evaluation. You will learn registration metrics and deformation regularisation.…
Weakly Supervised Pathology Slide Classification (Public TCGA Data)
Classify pathology slides from public TCGA data using slide-level labels with MIL attention maps. You will learn gigapixel workflows and weak supervision.…
Automated Quality Assessment of Retinal Images for Screening Programmes
Score fundus image gradability on public datasets to triage ungradable images in screening pipelines. You will learn quality-model design and programme-level impact analysis.…
FPGA-Based Digital Signal Processing: FIR Filter Design on Verilog
Build and test FIR/IIR filters on real FPGA hardware. You will learn RTL design, fixed-point arithmetic and timing closure basics.…
Bone Age Estimation from Hand X-Rays (RSNA Public Dataset)
Estimate bone age from the public RSNA hand X-ray dataset with month-level MAE and sex-wise error analysis. You will learn medical regression and benchmark comparison.…
Fracture Detection in X-Rays with Human-in-the-Loop Review (MURA)
Detect fractures on the public MURA dataset and route low-confidence cases to a simulated reviewer queue. You will learn selective prediction and review-workload analysis.…
3D Anatomy Reconstruction from CT Slices for Surgical-Planning Education
Reconstruct 3D anatomical models from public CT slices for education, with measurement and annotation tools. You will learn segmentation-to-mesh pipelines and visualisation.…
Biomechanical Simulation of Orthopaedic Implants with FEA
Simulate stress distribution in orthopaedic implant designs under physiological loads with mesh-convergence studies. You will learn FEA validation and implant design parameters.…
Prosthetic Hand Control with EMG Signals (Ninapro Public Data)
Classify hand gestures from the public Ninapro EMG dataset for prosthetic control with real-time latency budgets. You will learn biosignal features and embedded constraints.…
Brain-Computer Interface Speller with Public EEG Data
Build a P300 speller pipeline on public EEG datasets with session-wise calibration analysis. You will learn ERP paradigms and BCI evaluation.…
Closed-Loop Insulin Delivery Algorithm Testing in a Public Simulator
Test dosing control algorithms in a public diabetes simulator across virtual patient cohorts and meal scenarios. You will learn control evaluation and safety constraint design.…
Thyroid Disease Classification from Laboratory Features (UCI Public Data)
Classify thyroid conditions from the public UCI laboratory dataset comparing feature-selection strategies. You will learn high-dimensional clinical features and classifier benchmarking.…
Hepatitis Outcome Prediction with Interpretable Models (UCI Public Data)
Build interpretable outcome models on the public UCI hepatitis dataset with rule extraction for clinician review. You will learn interpretable ML and small-cohort caution.…
Breast Cancer Recurrence Prediction (UCI Public Data)
Predict recurrence risk on the public UCI breast cancer dataset with time-aware validation. You will learn recurrence modelling and temporal leakage checks.…
Design of a Low-Power 8-Bit ALU in 45nm CMOS (Cadence)
Design an ALU from schematic to layout with power reports. You will learn standard-cell design, simulation corners and DRC/LVS flow.…
Speech Stress Analytics for Tele-Counselling Research (Public Corpora)
Analyse stress markers in speech from public corpora to support counsellor training dashboards. You will learn paralinguistic features and research ethics framing.…
Analysis of NHANES Data: BMI and Hypertension Prevalence Association
Analyse public NHANES cycles with survey-weighted methods to estimate the BMI-hypertension association. You will learn complex survey design, weighting and weighted regression.…
Diabetes Prevalence and Risk Factors: NHANES Analysis in R
Estimate diabetes prevalence and model risk factors from public NHANES data with reproducible R notebooks. You will learn survey analytics and reproducible reporting.…
Anaemia Among Women and Children: NFHS-5 Public Data Study
Study state-level anaemia patterns from published NFHS-5 aggregates and relate them to programme indicators. You will learn secondary-data analysis and ecological interpretation.…
Maternal Mortality Trends in India from Public SRS Bulletin Data
Compile and analyse maternal mortality trends from public Sample Registration System bulletins across states and periods. You will learn trend analysis and rate standardisation.…
Air Pollution and Respiratory Visits: Open-Data Time-Series Study
Relate public air-quality series to synthetic respiratory-visit counts with lag analysis. You will learn distributed-lag thinking and time-series confounding control.…
COVID-19 Wave Dynamics in India: Public Dashboard Data Modelling
Model historical public COVID-19 case series to compare wave timing, growth rates and peak loads across states. You will learn epidemic curve methods and Rt estimation basics.…
Dengue Seasonality Analysis Using Public Surveillance Summaries
Analyse published dengue surveillance summaries for seasonal patterns and outbreak thresholds. You will learn seasonal decomposition and alert threshold methods.…