Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology

Cliff Wong, Sheng Zhang, Yu Gu 0017, Christine Moung, Jacob Abel, Naoto Usuyama, Roshanthi Weerasinghe, Brian Piening, Tristan Naumann, Carlo Bifulco, Hoifung Poon. Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology. In Kaivalya Deshpande, Madalina Fiterau, Shalmali Joshi, Zachary C. Lipton, Rajesh Ranganath, IƱigo Urteaga, Serene Yeung, editors, Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA. Volume 219 of Proceedings of Machine Learning Research, pages 846-862, PMLR, 2023. [doi]

Authors

Cliff Wong

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Sheng Zhang

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Yu Gu 0017

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Christine Moung

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Jacob Abel

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Naoto Usuyama

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Roshanthi Weerasinghe

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Brian Piening

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Tristan Naumann

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Carlo Bifulco

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Hoifung Poon

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