PPaperPicks

Leo Anthony Celi

8 papers at tracked venues · 4 at CORE A* · active 2024–2025

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Venues

ACL ×2MICCAI ×2AAAI ×1EMNLP ×1NAACL ×1NeurIPS ×1

Frequent coauthors

Jack Gallifant
×4
Danielle S. Bitterman
×4
Shan Chen
×3
Hugo J. W. L. Aerts
×3
Mohamed Elgaar
×2
Hadi Amiri
×2
David S. Restrepo
×2
Luis Filipe Nakayama
×2
João Matos
×2
An-Kwok Ian Wong
×2
Mingye Gao
×2
Pedro Moreira
×2

Papers

  1. Enabling Uncertainty Measurement in Multi-subregion Tumor Segmentation: BraTS 2025 Pediatrics
    MICCAI 2025 ·
    Khashayar Namdar
    ,
    Saeidehsadat Mirjalili
    ,
    Sangwook Kim
    ,
    Dominik Deniffel
    ,
    Keith Brunt
    , Leo Anthony Celi,
    Michael D. Cusimano
    ,
    Pascal N. Tyrrell
  2. MedDecXtract: A Clinician-Support System for Extracting, Visualizing, and Annotating Medical Decisions in Clinical Narratives
    ACL 2025 ·
    Mohamed Elgaar
    ,
    Hadi Amiri
    ,
    Mitra Mohtarami
    , Leo Anthony Celi
  3. 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
  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. Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias
    NeurIPS 2024 ·
    Shan Chen
    ,
    Jack Gallifant
    ,
    Mingye Gao
    ,
    Pedro Moreira
    ,
    Nikolaj Munch
    ,
    Ajay Muthukkumar
    ,
    Arvind Rajan
    ,
    Jaya Kolluri
    ,
    Amelia Fiske
    ,
    Janna Hastings
    ,
    Hugo J. W. L. Aerts
    ,
    Brian Anthony
    , Leo Anthony Celi,
    William G. La Cava
    ,
    Danielle S. Bitterman
  6. Evaluating the Impact of Pulse Oximetry Bias in Machine Learning Under Counterfactual Thinking
    MICCAI 2024 ·
    Inês Martins
    ,
    João Matos
    ,
    Tiago Gonçalves
    , Leo A. Celi,
    An-Kwok Ian Wong
    ,
    Jaime S. Cardoso
  7. Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
    EMNLP 2024 ·
    Jack Gallifant
    ,
    Shan Chen
    ,
    Pedro Moreira
    ,
    Nikolaj Munch
    ,
    Mingye Gao
    ,
    Jackson Pond
    , Leo Anthony Celi,
    Hugo J. W. L. Aerts
    ,
    Thomas Hartvigsen
    ,
    Danielle S. Bitterman
  8. MedDec: A Dataset for Extracting Medical Decisions from Discharge Summaries
    ACL 2024 ·
    Mohamed Elgaar
    ,
    Jiali Cheng
    ,
    Nidhi Vakil
    ,
    Hadi Amiri
    , Leo Anthony Celi