Isabel Chien

According to our database, Isabel Chien authored at least 6 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Safe Exploration in Dose Finding Clinical Trials with Heterogeneous Participants.

Isabel Chien, Wessel P. Bruinsma, Javier González Hernández, Richard E. Turner

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

TRIALSCOPE: A Unifying Causal Framework for Scaling Real-World Evidence Generation with Biomedical Language Models.

Javier González Hernández, Cliff Wong, Zelalem Gero, Jass Bagga, Risa Ueno, Isabel Chien, Eduard Oravkin, Emre Kiciman, Aditya V. Nori, Roshanthi Weerasinghe, Rom S. Leidner, Brian Piening, Tristan Naumann, Carlo Bifulco, Hoifung Poon

CoRR, 2023

Safe Exploration in Dose Finding Clinical Trials with Heterogeneous Participants.

Isabel Chien, Javier González Hernández, Richard E. Turner

Proceedings of the Trustworthy Machine Learning for Healthcare, 2023

2022

Multi-disciplinary fairness considerations in machine learning for clinical trials.

Isabel Chien, Nina Deliu, Richard E. Turner, Adrian Weller, Sofia S. Villar, Niki Kilbertus

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

DIVINE: Diverse Influential Training Points for Data Visualization and Model Refinement.

Umang Bhatt, Isabel Chien, Muhammad Bilal Zafar, Adrian Weller

CoRR, 2021

2018

Identification of serious illness conversations in unstructured clinical notes using deep neural networks.

Isabel Chien, Alvin Shi, Alex Chan, Charlotta Lindvall

Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018