Scholar
Sina Tabakhi
Google Scholar ID: G6JSFp8AAAAJ
Doctoral Researcher, School of Computer Science, University of Sheffield
Machine Learning
Graph Neural Networks
Feature Selection
Multimodal Learning
Multiomics
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
573
H-index
5
i10-index
4
Publications
14
Co-authors
9
list available
Contact
Email
stabakhi1@sheffield.ac.uk
CV
Open ↗
GitHub
Open ↗
LinkedIn
Open ↗
Publications
5 items
Missing-Modality-Aware Graph Neural Network for Cancer Classification
2025
Cited
0
Interpretable Multimodal Learning for Tumor Protein-Metal Binding: Progress, Challenges, and Perspectives
2025
Cited
0
Towards deployment-centric multimodal AI beyond vision and language
2025
Cited
0
Co-evolution-based Metal-binding Residue Prediction with Graph Neural Networks
2025
Cited
0
Classifying the Stoichiometry of Virus-like Particles with Interpretable Machine Learning
2025
Cited
0
Resume (English only)
Background
Fourth-year PhD student in the School of Computer Science at the University of Sheffield, member of the Machine Learning Research Group
Research interests: Multimodal Learning for Multiomics, Graph Neural Networks, Knowledge Graphs, Dimensionality Reduction through Feature Selection
Aims to leverage deep learning—especially graph neural networks—to integrate multimodal health data for accurate life-threatening disease diagnosis
Developing methods for dimensionality reduction of large-scale data via feature selection
Lead developer and primary maintainer of the Universal Feature Selection Tool (UniFeat), enabling cross-domain feature selection
Organizer of the Alan Turing Institute’s interest group on Meta-learning for multimodal data
Contributor to the Sheffield Data Science and AI Network, supported by the Turing Network Development Award
Co-authors
9 total
Parham Moradi
Research Fellow at RMIT University
Haiping Lu
Professor of Machine Learning, University of Sheffield
Fardin Akhlaghian Tab
Department of Computer Engineering, Faculty of Engineering, University of Kurdistan, Sanandaj, Iran
Xianyuan Liu
University of Sheffield
Shuo Zhou
Lecturer in Machine Learning, University of Sheffield
Samer Alabed, MD, FRCR, PhD
University of Sheffield
Prasun Chandra Tripathi
University of Sheffield
Andy J Swift
Academic Unit of Radiology, University of Sheffield
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up