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Evaluating Prompt Optimization with TextGrad for Medical Question Answering
Sean Wu, Michael Koo, Fabien Scalzo, Ira Kurtz,
(Under Review at Scientific Reports),
[ArXiv]
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Adversarial Databases Improve Success in Retrieval-based Large Language Models
Sean Wu, Michael Koo, Liyo Kao, Andy Black, Lesley Blum, Fabien Scalzo, Ira Kurtz,
The 3rd New Frontiers in Adversarial Machine Learning in NeurIPS'2024,
(2024, spotlight presentation, top 21% of accepted papers).
[Paper]
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Benchmarking Open-Source Large Language Models, GPT-4 and Claude 2 on Multiple-Choice Questions in Nephrology
Sean Wu, Michael Koo, Lesley Blum, Andy Black, Zhe Fei, Fabien Scalzo, Ira Kurtz, New England Journal of Medicine Artificial Intelligence, Vol. 1 No. 2, 2024.
[Paper]
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Prediction of visual field progression with serial optic disc photographs using deep learning
Vahid Mohammadzadeh, Sean Wu, Tyler Davis, Arvind Vepa, Esteban Morales, Sajad Besharati, Kiumars Edalati, Jack Martinyan, Mahshad Rafiee, Arthur Martynian, Fabien Scalzo, Joseph Caprioli, Kouros Nouri-Mahdavi, British Journal of Ophthalmology (2023).
[Paper]
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Auxiliary-Domain Learning for a Functional Prediction of Glaucoma Progression
Sean Wu, Vahid Mohammadzadeh, Kiumars Edalati, Jack Martinyan, Arthur Martinyan, Joseph Caprioli, Kouros Nouri-Mahdavi, Fabien Scalzo, International Workshop on Ophthalmic Medical Image Analysis (pp. 21-31). Cham: Springer Nature Switzerland.
[Paper] [Video]
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Prediction of Central Visual Field Measures From Macular OCT Volume Scans With Deep Learning
Vahid Mohammadzadeh*, Arvind Vepa*, Chuanlong Li, Sean Wu, Leila Chew, Golnoush Mahmoudinezhad, Evan Maltz, Serhat Sahin, Apoorva Mylavarapu, Kiumars Edalati, Jack Martinyan, Dariush Yalzadeh, Fabien Scalzo, Joseph Caprioli, Kouros Nouri-Mahdavi, Translational Vision Science & Technology 12, no. 11 (2023): 5-5.
[Paper]
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Prediction of visual field progression based on baseline and longitudinal structural measurements with a deep learning model
Vahid Mohammadzadeh, Sean Wu, Tyler Davis, Arvind Vepa, Esteban Morales, Sajad Besharati, Kiumars Edalati, Jack Martinyan, Mahshad Rafiee, Arthur Martynian, Fabien Scalzo, Joseph Caprioli, Kouros Nouri-Mahdavi, American Journal of Ophthalmology (2024).
[Paper]
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A Multimodal Approach for Predicting Glaucoma Progression with Artificial Intelligence
Vahid Mohammadzadeh, Sean Wu, Sajad Besharati, Kiumars Edelati, Mahshad Rafiee, Jack Martinyan, Arthur Martinyan, Fabien Scalzo, Joseph Caprioli, Kouros Nouri-Mahdavi, (Under Review) American Journal of Ophthalmology
(2024).
[Paper Out Soon!]
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Denoising visual field data via self-supervised masked autoencoders for enhanced glaucoma progression detection
Sean Wu, Vahid Mohammadzadeh, Jun Yu Chen, Jaewon Lee, Kouros Nouri-Mahdavi, Joseph Caprioli*, Zhe Fei*, Fabien Scalzo*, arXiv preprint arXiv:2411.12146
, (2024).
[ArXiv]
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Foil-Net: Deep Wave Classification for Hydrofoil Surfing
Zachary Mossing, Sean Wu, Kevin Hong, Fabien Scalzo, Jesse Cha, International Symposium on Visual Computing, pp. 109-120. Cham: Springer Nature Switzerland, 2023.
[Paper]
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Deep Learning-Based Classification of Plant Xylem Tissue from Light Micrographs
Sean Wu, Reem Al Dabagh, Anna L. Jacobsen, Helen I. Holmlund, Fabien Scalzo, International Symposium on Visual Computing, pp. 237-248. Cham: Springer International Publishing, 2022.
[Paper]
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University of Oxford
, 2025
Pepperdine University
, Malibu, 2021–2025
