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
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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
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GitHub
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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
Co-author 3
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
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