Isabel Chien

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Topics

Multilayer Perceptron

Clinical Trials

Experimental Design

Top Venues

AIH@IJCAI (Revised Selected Papers)

Publications

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
TRIALSCOPE: A Unifying Causal Framework for Scaling Real-World Evidence Generation with Biomedical Language Models. CoRR (2023)
Isabel Chien, Javier González Hernández, Richard E. Turner
Safe Exploration in Dose Finding Clinical Trials with Heterogeneous Participants. TML4H (2023)
Isabel Chien, Nina Deliu, Richard E. Turner, Adrian Weller, Sofia S. Villar, Niki Kilbertus
Multi-disciplinary fairness considerations in machine learning for clinical trials. CoRR (2022)
Isabel Chien, Nina Deliu, Richard Turner, Adrian Weller, Sofia S. Villar, Niki Kilbertus
Multi-disciplinary fairness considerations in machine learning for clinical trials. FAccT (2022)
Umang Bhatt, Isabel Chien, Muhammad Bilal Zafar, Adrian Weller
DIVINE: Diverse Influential Training Points for Data Visualization and Model Refinement. CoRR (2021)
Isabel Chien, Alvin Shi, Alex Chan, Charlotta Lindvall
Identification of Serious Illness Conversations in Unstructured Clinical Notes Using Deep Neural Networks. AIH@IJCAI (Revised Selected Papers) (2018)
Isabel Chien, Alvin Shi, Alex Chan, Charlotta Lindvall
Identification of serious illness conversations in unstructured clinical notes using deep neural networks. AIH@IJCAI (2018)