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, Iñigo 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]

@inproceedings{WongZ0MAUWPNBP23,
  title = {Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology},
  author = {Cliff Wong and Sheng Zhang and Yu Gu 0017 and Christine Moung and Jacob Abel and Naoto Usuyama and Roshanthi Weerasinghe and Brian Piening and Tristan Naumann and Carlo Bifulco and Hoifung Poon},
  year = {2023},
  url = {https://proceedings.mlr.press/v219/wong23a.html},
  researchr = {https://researchr.org/publication/WongZ0MAUWPNBP23},
  cites = {0},
  citedby = {0},
  pages = {846-862},
  booktitle = {Machine Learning for Healthcare Conference, MLHC 2023, 11-12 August 2023, New York, USA},
  editor = {Kaivalya Deshpande and Madalina Fiterau and Shalmali Joshi and Zachary C. Lipton and Rajesh Ranganath and Iñigo Urteaga and Serene Yeung},
  volume = {219},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}