Rethinking Human-AI Collaboration in Complex Medical Decision Making: A
Case Study in Sepsis Diagnosis

Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis

17 September 2023

Shao Zhang

Bingsheng Yao

Lace M. Padilla

Jeffrey Caterino

Papers citing "Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis"

19 / 19 papers shown

Title
EMRModel: A Large Language Model for Extracting Medical Consultation Dialogues into Structured Medical Records Shuguang Zhao Qiangzhong Feng Zhiyang He Peipei Sun Yingying Wang ... Xiaoliang Lu Mei Cheng Xinyue Wu Yanyan Wang Wei Liang LM&MA 27 0 0 23 Apr 2025
$AI, Help Me Think$\unicode{x2014}$but for Myself: Assisting People in Complex Decision-Making by Providing Different Kinds of Cognitive Support$ AI, Help Me Think $\unicode{x2014}$ but for Myself: Assisting People in Complex Decision-Making by Providing Different Kinds of Cognitive Support Leon Reicherts Z. Zhang Elisabeth von Oswald Yuanting Liu Yvonne Rogers Mariam Hassib 16 1 0 09 Apr 2025
Unraveling Human-AI Teaming: A Review and Outlook Bowen Lou Tian Lu T. S. Raghu Yingjie Zhang 18 0 0 08 Apr 2025
Perils of Label Indeterminacy: A Case Study on Prediction of Neurological Recovery After Cardiac Arrest Jakob Schoeffer Maria De-Arteaga Jonathan Elmer 36 0 0 05 Apr 2025
Generative AI in Knowledge Work: Design Implications for Data Navigation and Decision-Making Bhada Yun Dana Feng Ace S. Chen Afshin Nikzad Niloufar Salehi 43 1 0 24 Mar 2025
HammerBench: Fine-Grained Function-Calling Evaluation in Real Mobile Device Scenarios Jun Wang Jiamu Zhou Muning Wen Xiaoyun Mo H. Zhang ... Cheng Jin Xihuai Wang Weinan Zhang Qiuying Peng J. Wang LLMAG 87 0 0 21 Dec 2024
AI-Driven Agents with Prompts Designed for High Agreeableness Increase the Likelihood of Being Mistaken for a Human in the Turing Test U. León-Domínguez E. D. Flores-Flores A. J. García-Jasso M. K. Gómez-Cuellar D. Torres-Sánchez A. Basora-Marimon AI4CE 61 0 0 20 Nov 2024
Designing and Evaluating Sampling Strategies for Multiple-Forecast Visualization (MFV) Ruishi Zou Siyi Wu Bingsheng Yao Dakuo Wang Lace M. Padilla AI4TS 21 0 0 04 Nov 2024
CardioAI: A Multimodal AI-based System to Support Symptom Monitoring and Risk Detection of Cancer Treatment-Induced Cardiotoxicity Siyi Wu Weidan Cao Shihan Fu Bingsheng Yao Ziqi Yang Changchang Yin Varun Mishra Daniel Addison Ping Zhang Dakuo Wang 18 0 0 06 Oct 2024
Mutual Theory of Mind in Human-AI Collaboration: An Empirical Study with LLM-driven AI Agents in a Real-time Shared Workspace Task Shao Zhang Xihuai Wang Wenhao Zhang Yongshan Chen Landi Gao Dakuo Wang Weinan Zhang Xinbing Wang Ying Wen LLMAG 22 8 0 13 Sep 2024
Clinical Challenges and AI Opportunities in Decision-Making for Cancer Treatment-Induced Cardiotoxicity Siyi Wu Weidan Cao Shihan Fu Bingsheng Yao Ziqi Yang Changchang Yin Varun Mishra Daniel Addison Ping Zhang Dakuo Wang 14 3 0 07 Aug 2024
Beyond Recommendations: From Backward to Forward AI Support of Pilots' Decision-Making Process Z. Zhang Sebastian S. Feger Lucas Dullenkopf Rulu Liao Lukas Süsslin Yuanting Liu Andreas Butz 20 0 0 13 Jun 2024
Position: Foundation Agents as the Paradigm Shift for Decision Making Xiaoqian Liu Xingzhou Lou Jianbin Jiao Junge Zhang OffRL LLMAG 18 3 0 27 May 2024
Does More Advice Help? The Effects of Second Opinions in AI-Assisted Decision Making Zhuoran Lu Dakuo Wang Ming Yin 10 15 0 13 Jan 2024
More Samples or More Prompts? Exploring Effective In-Context Sampling for LLM Few-Shot Prompt Engineering Bingsheng Yao Guiming Hardy Chen Ruishi Zou Yuxuan Lu Jiachen Li Shao Zhang Yisi Sang Sijia Liu James A. Hendler Dakuo Wang 24 13 0 16 Nov 2023
Tackling Cooperative Incompatibility for Zero-Shot Human-AI Coordination Yang Li Shao Zhang Jichen Sun Wenhao Zhang Yali Du Ying Wen Xinbing Wang Wei Pan 11 13 0 05 Jun 2023
Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture Bingsheng Yao Ishan Jindal Lucian Popa Yannis Katsis Sayan Ghosh ... Yuxuan Lu Shashank Srivastava Yunyao Li James A. Hendler Dakuo Wang 14 10 0 22 May 2023
Deconfounding Actor-Critic Network with Policy Adaptation for Dynamic Treatment Regimes Changchang Yin Ruoqi Liu Jeffrey Caterino Ping Zhang OffRL 27 5 0 19 May 2022
Designing AI for Trust and Collaboration in Time-Constrained Medical Decisions: A Sociotechnical Lens Maia L. Jacobs Jeffrey He Melanie F. Pradier Barbara D. Lam Andrew C Ahn T. McCoy R. Perlis Finale Doshi-Velez Krzysztof Z. Gajos 37 143 0 01 Feb 2021