./Abdelrahman/

About Me

$ whoami
Abdelrahman: ml_researcher. engineer. programmer. football_enthusiast.

I am a Master’s student in Computer Science at the University of Rochester. I am currently a graduate ML researcher at the ROC HCI Lab under the supervision of Professor Ehsan Hoque. My research focuses on Multimodal Learning, Medical AI, and building robust & unbiased ML/DL pipelines. I’m passionate about leveraging AI for accessibility, early disease screening, and assistive technologies. I am a huge Al-Ahly and AC-Milan fan and I enjoy playing football and Fifa in my free time.

Work

ML reseacher @ ROC HCI

Research Interests

Multimodal Learning
- Co-Learning, Vision Language Models, Diffusion Models
Explainable & Trustworthy AI
- Interpretable Model Decisions, Ethical Frameworks, Bias Mitigation
Medical AI
- Early screening, Tracking, and Intervention.
Assistive Technology
- Accessibility

Recent Publications

[1]A Novel Fusion Architecture for PD Detection Using Semi-Supervised Speech Embeddings

Tariq Adnan, Abdelrahman Abdelkader, Zipei Liu, Ekram Hossain, Sooyong Park, MD Islam, Ehsan Hoque

Nature npj Parkinson's Disease

[2]Using AI to measure Parkinson’s disease severity at home

Md Saiful Islam, Wasifur Rahman, Abdelrahman Abdelkader, Sangwu Lee, Phillip T. Yang, Jennifer Lynn Purks, Jamie Lynn Adams, Ruth B. Schneider, Earl Ray Dorsey, Ehsan Hoque

Nature npj Digital Medicine 2023

[3]Accessible, At-Home Detection of Parkinson’s Disease via Multi-Task Video Analysis

Md Saiful Islam, Tariq Adnan, Jan Freyberg, Sangwu Lee, Abdelrahman Abdelkader, Meghan Pawlik, Cathe Schwartz, Karen Jaffe, Ruth B. Schneider, E Ray Dorsey, Ehsan Hoque

AAAI 2025

[4]PARK - Parkinson's Analysis with remote Kinetic tasks

Md Saiful Islam, Sangwu Lee, Abelrahman Abdelkader, Sooyoung Park, Eshan Hoque

ACII Demo Track

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