URGE – Acute Aortic Syndrome
ML-based mortality prediction for cardiovascular surgery
Overview
URGE evaluates ML models for predicting mortality in acute aortic syndrome patients.
Funding
- Insight Research Ireland (Grant Number 12/RC/2289_P2)
Duration
Sep 2023 – Aug 2024
Team
- PI: Prof Sherif Sultan; Prof Osama Soliman
- Co-PI: Dr Ihsan Ullah; Venkatesh Kannan
Researchers
Dr Talha Iqbal; Yogesh Acharya; Esmael Hamuda; Joseph Parker; Cagri Ayhan; Venkatesh Kannan
Description
The project investigates:
- ML performance on small datasets
- Oversampling strategies
- Feature selection techniques
- Improved predictive accuracy
Thematic Areas
- Artificial Intelligence / Machine Learning
- Health
- Computer Vision & Robotics
Impact
- SDG 3: Good Health & Well-being