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2020 – today
- 2024
[c2]David S. Restrepo, Luis Filipe Nakayama, Robyn Gayle Dychiao, Chenwei Wu, Liam G. McCoy, Jose Carlo Artiaga, Marisa Cobanaj, João Matos, Jack Gallifant, Danielle S. Bitterman, Vincenz Ferrer, Yindalon Aphinyanaphongs, Leo Anthony Celi:
Seeing Beyond Borders: Evaluating LLMs in Multilingual Ophthalmological Question Answering. ICHI 2024: 565-566- [i7]David S. Restrepo, Chenwei Wu, Constanza Vásquez-Venegas, Luis Filipe Nakayama, Leo Anthony Celi, Diego M. López:
DF-DM: A foundational process model for multimodal data fusion in the artificial intelligence era. CoRR abs/2404.12278 (2024) - [i6]David S. Restrepo, Chenwei Wu, Sebastián Andrés Cajas, Luis Filipe Nakayama, Leo Anthony Celi, Diego M. López:
Multimodal Deep Learning for Low-Resource Settings: A Vector Embedding Alignment Approach for Healthcare Applications. CoRR abs/2406.02601 (2024) - [i5]Dilermando Queiroz, Anderson Carlos, Maíra Fatoretto, André Anjos, Lilian Berton, Luis Filipe Nakayama:
Does Data-Efficient Generalization Exacerbate Bias in Foundation Models? CoRR abs/2408.16154 (2024) - [i4]João Matos, Shan Chen, Siena Placino, Yingya Li, Juan Carlos Climent Pardo, Daphna Idan, Takeshi Tohyama, David Restrepo, Luis Filipe Nakayama, Jose M. M. Pascual-Leone, Guergana Savova, Hugo J. W. L. Aerts, Leo A. Celi, A. Ian Wong, Danielle S. Bitterman, Jack Gallifant:
WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation. CoRR abs/2410.12722 (2024) - [i3]Maria Miguel Beirão, João Matos, Tiago Gonçalves, Camila Kase, Luis Filipe Nakayama, Denise de Freitas, Jaime S. Cardoso:
Classification of Keratitis from Eye Corneal Photographs using Deep Learning. CoRR abs/2411.08935 (2024) - 2023
- [c1]Chenwei Wu, Xiyu Yang, Emil Ghitman Gilkes, Hanwen Cui, Jiheon Choi, Na Sun, Ziqian Liao, Bo Fan, Mauricio Santillana, Leo A. Celi, Paolo Silva, Luis Filipe Nakayama:
De-identification and Obfuscation of Gender Attributes from Retinal Scans. CLIP/FAIMI/EPIMI@MICCAI 2023: 91-101 - [i2]Luis Filipe Nakayama, João Matos, Justin Quion, Frederico Novaes, William Greig Mitchell, Rogers Mwavu, Ju-Yi Ji Hung, Alvina Pauline dy Santiago
, Warachaya Phanphruk, Jaime S. Cardoso, Leo Anthony Celi:
Unmasking Biases and Navigating Pitfalls in the Ophthalmic Artificial Intelligence Lifecycle: A Review. CoRR abs/2310.04997 (2023) - [i1]Yevgeniy Men, Jonathan Fhima, Leo Anthony Celi, Lucas Zago Ribeiro, Luis Filipe Nakayama, Joachim A. Behar:
DRStageNet: Deep Learning for Diabetic Retinopathy Staging from Fundus Images. CoRR abs/2312.14891 (2023)
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