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Pouyan Nahed

Ph.D. Candidate
University of Nevada, Las Vegas
nahed (at) unlv.nevada.edu


About Me

I’m a final year Ph.D. candidate in Computer Science at the University of Nevada, Las Vegas, with a passion for Machine Learning and Natural Language Processing. My work ranges from developing AI solutions for ancient handwritten documents to pioneering clinical trial summarization techniques. I love transforming complex challenges into intuitive, real-world solutions—and when I’m not immersed in research, I’m exploring the latest tech trends and innovative projects.

Research Interests

Publications

  1. Tri‑AL: An open source platform for visualization and analysis of clinical trials
    Pouyan Nahed, Mina Esmail Zadeh Nojoo Kambar, Kazem Taghva, Lukasz Golab
    Information Systems, 2025
    PDF Code

  2. Enhancing Clinical Trial Summarization: Leveraging Large Language Models and Knowledge Graphs for Entity Preservation
    Pouyan Nahed, Mina Esmail Zadeh Nojoo Kambar, Kazem Taghva
    International Congress on Information and Communication Technology, 2025
    PDF

  3. A Recommendation Model for Predicting Alzheimer's Drugs' Mechanism of Action
    Pouyan Nahed, Mina Esmail Zadeh Nojoo Kambar, Jorge Ramon Fonseca Cacho, Garam Lee, Jeffrey Cummings, Kazem Taghva
    Intelligent Sustainable Systems – Selected Papers of WorldS4, 2022
    PDF

  4. Clinical text classification of Alzheimer's drug's mechanism of action
    Mina Esmail Zadeh Nojoo Kambar, Pouyan Nahed, Jorge Ramón Fonseca Cacho, Garam Lee, Jeffrey Cummings, Kazem Taghva
    International Congress on Information and Communication Technology, 2022
    PDF

  5. Alzheimer's disease drug development pipeline: 2022
    Jeffrey Cummings, Garam Lee, Pouyan Nahed, Mina Esmail Zadeh Nojoo Kambar, Kate Zhong, Jorge Fonseca, Kazem Taghva
    Alzheimer's & Dementia: Translational Research & Clinical Interventions, 2022
    PDF

Services

Peer Reviews


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