Web Scraping

Scrape dynamic web page using Selenium, Playwright.

Recommendation System

Use Large Language Models (LLM) to recommend song or comforting message based on user emotions.

DICOM to NIfTI Conversion

Python script to convert DICOM format to NIfTI format, Illustrated with an MRI DICOM image.

Explainability-AI

Use CAM and Grad-CAM to generate visual representation, highlighting the ​regions within the input image that influence the model's classification decision.

Prostate Magnetic Resonance Imaging (MRI) Segmentation

Implement prostate MRI segmentation using U-net architecture.

Vocal Biomarker

Analysis of voice data and training a machine learning model for detecting fatigue in individuals with COVID-19.