Cardiovascular Data Analysis

ML & DL for multi-modal cardiovascular imaging

Cardiovascular Data Analysis

Overview

This project applies ML and DL to cardiovascular imaging datasets.

Funding

  • Insight Research Ireland
  • CRT-AI
  • School of Computer Science Fellowship

Duration

Jan 2022 – Ongoing

Team

  • PI: Dr Ihsan Ullah

Researchers

Talha Iqbal; Osama Soliman; Sherif Sultan; Ihsan Ullah; Ayman Abaid; Gianpiero Guidone; Sara Alsubai; Fouziyah Alquahtani; Ruth Sharif; Hesham Elzomor; Emiliano Bianchini; Naeif Almagal; Aaleen Khalid; Michael G. Madden; Faisal Sharif

Description

Focuses on:

  • CT, MRI, echocardiography analysis
  • TBAD, plaque, calcium burden detection
  • Segmentation & classification
  • Explainable AI and reproducibility
  • Clinical decision support
  • 🌐 https://vil-galway.github.io/

Thematic Areas

  • Artificial Intelligence / Machine Learning
  • Health
  • Computer Vision & Robotics

Impact

  • SDG 3: Good Health & Well-being