Interpretable Multimodal Learning for Cardiovascular Hemodynamics Assessment

2 code implementations • 6 Apr 2024 • Prasun C Tripathi, Sina Tabakhi, Mohammod N I Suvon, Lawrence Schöb, Samer Alabed, Andrew J Swift, Shuo Zhou, Haiping Lu

We extract spatio-temporal features from CMR scans using tensor-based learning.

Graph Attention

Universal Feature Selection Tool (UniFeat): An Open-Source Tool for Dimensionality Reduction

1 code implementation • 30 Nov 2022 • Sina Tabakhi, Parham Moradi

The Universal Feature Selection Tool (UniFeat) is an open-source tool developed entirely in Java for performing feature selection processes in various research areas.

Dimensionality Reduction feature selection

Multimodal Learning for Multi-Omics: A Survey

no code implementations • 29 Nov 2022 • Sina Tabakhi, Mohammod Naimul Islam Suvon, Pegah Ahadian, Haiping Lu

However, several challenges are hindering the development in this area, including the availability of easily accessible open-source tools.