Jeffrey M. Caterino

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Medical Decision Making

Prediction Intervals

Policy Gradient

Top Venues

Nat. Mac. Intell.

Publications

Changchang Yin, Pin-Yu Chen, Bingsheng Yao, Dakuo Wang, Jeffrey M. Caterino, Ping Zhang
SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing. CoRR (2024)
Changchang Yin, Pin-Yu Chen, Bingsheng Yao, Dakuo Wang, Jeffrey M. Caterino, Ping Zhang
SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing. KDD (2024)
Shao Zhang, Jianing Yu, Xuhai Xu, Changchang Yin, Yuxuan Lu, Bingsheng Yao, Melanie Tory, Lace M. K. Padilla, Jeffrey M. Caterino, Ping Zhang, Dakuo Wang
Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis. CHI (2024)
Ruoqi Liu, Katherine M. Hunold, Jeffrey M. Caterino, Ping Zhang
Estimating treatment effects for time-to-treatment antibiotic stewardship in sepsis. Nat. Mac. Intell. 5 (4) (2023)
Shao Zhang, Jianing Yu, Xuhai Xu, Changchang Yin, Yuxuan Lu, Bingsheng Yao, Melanie Tory, Lace M. Padilla, Jeffrey M. Caterino, Ping Zhang, Dakuo Wang
Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis. CoRR (2023)
Changchang Yin, Ruoqi Liu, Jeffrey M. Caterino, Ping Zhang
Deconfounding Actor-Critic Network with Policy Adaptation for Dynamic Treatment Regimes. CoRR (2022)
Changchang Yin, Ruoqi Liu, Jeffrey M. Caterino, Ping Zhang
Deconfounding Actor-Critic Network with Policy Adaptation for Dynamic Treatment Regimes. KDD (2022)
Dongdong Zhang, Changchang Yin, Katherine M. Hunold, Xiaoqian Jiang, Jeffrey M. Caterino, Ping Zhang
An interpretable deep-learning model for early prediction of sepsis in the emergency department. Patterns 2 (2) (2021)