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David S. Restrepo

6 papers at tracked venues · 1 at CORE A* · active 2024–2025

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Venues

MICCAI ×3AAAI ×1CIKM ×1NAACL ×1

Frequent coauthors

Chenwei Wu
×3
Enzo Ferrante
×2
Stergios Christodoulidis
×2
Maria Vakalopoulou
×2
Zitao Shuai
×2
Jun-En Ding
×2
Cong-Tinh Dao
×2
Jack Gallifant
×2
Leo Anthony Celi
×2
Danielle S. Bitterman
×2
Luis Filipe Nakayama
×2
Théo Sourget
×1

Papers

  1. Fairness and Robustness of CLIP-Based Models for Chest X-Rays
    MICCAI 2025 ·
    Théo Sourget
    , David S. Restrepo,
    Céline Hudelot
    ,
    Enzo Ferrante
    ,
    Stergios Christodoulidis
    ,
    Maria Vakalopoulou
  2. Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs
    AAAI 2025 · David S. Restrepo,
    Chenwei Wu
    ,
    Zhengxu Tang
    ,
    Zitao Shuai
    ,
    Thao Nguyen Minh Phan
    ,
    Jun-En Ding
    ,
    Cong-Tinh Dao
    ,
    Jack Gallifant
    ,
    Robyn Gayle Dychiao
    ,
    Jose Carlo Artiaga
    ,
    André Hiroshi Bando
    ,
    Carolina Pelegrini Barbosa Gracitelli
    ,
    Vincenz Ferrer
    ,
    Leo Anthony Celi
    ,
    Danielle S. Bitterman
    ,
    Michael G. Morley
    ,
    Luis Filipe Nakayama
  3. On the Risk of Misleading Reports: Diagnosing Textual Biases in Multimodal Clinical AI
    MICCAI 2025 · David S. Restrepo,
    Sofia Ira Ktena
    ,
    Maria Vakalopoulou
    ,
    Stergios Christodoulidis
    ,
    Enzo Ferrante
  4. WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation
    NAACL 2025 ·
    João Matos
    ,
    Shan Chen
    ,
    Siena Placino
    ,
    Yingya Li
    ,
    Juan Carlos Climent Pardo
    ,
    Daphna Idan
    ,
    Takeshi Tohyama
    , David S. Restrepo,
    Luis Filipe Nakayama
    ,
    Jose M. M. Pascual-Leone
    ,
    Guergana K. Savova
    ,
    Hugo J. W. L. Aerts
    ,
    Leo Anthony Celi
    ,
    An-Kwok Ian Wong
    ,
    Danielle S. Bitterman
    ,
    Jack Gallifant
  5. Efficient In-Context Medical Segmentation with Meta-Driven Visual Prompt Selection
    MICCAI 2024 ·
    Chenwei Wu
    , David S. Restrepo,
    Zitao Shuai
    ,
    Zhongming Liu
    ,
    Liyue Shen
  6. MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models
    CIKM 2024 ·
    Phan Nguyen Minh Thao
    ,
    Cong-Tinh Dao
    ,
    Chenwei Wu
    ,
    Jian-Zhe Wang
    ,
    Shun Liu
    ,
    Jun-En Ding
    , David S. Restrepo,
    Feng Liu
    ,
    Fang-Ming Hung
    ,
    Wen-Chih Peng