Designing AI for Trust and Collaboration in Time-Constrained Medical
Decisions: A Sociotechnical Lens

Designing AI for Trust and Collaboration in Time-Constrained Medical Decisions: A Sociotechnical Lens

1 February 2021

Melanie F. Pradier

Finale Doshi-Velez

Krzysztof Z. Gajos

Papers citing "Designing AI for Trust and Collaboration in Time-Constrained Medical Decisions: A Sociotechnical Lens"

12 / 12 papers shown

Title
Human-centered explanation does not fit all: The interplay of sociotechnical, cognitive, and individual factors in the effect AI explanations in algorithmic decision-making Yongsu Ahn Yu-Ru Lin Malihe Alikhani Eunjeong Cheon 228 0 0 17 Feb 2025
WatchGuardian: Enabling User-Defined Personalized Just-in-Time Intervention on Smartwatch Ying Lei Yancheng Cao Will Wang Yuanzhe Dong Changchang Yin ... Randy Auerbach Lena Mamykina Dakuo Wang Yansen Wang Xuhai Xu AI4MH 70 0 0 09 Feb 2025
Contrastive Explanations That Anticipate Human Misconceptions Can Improve Human Decision-Making Skills Zana Buçinca S. Swaroop Amanda E. Paluch Finale Doshi-Velez Krzysztof Z. Gajos 56 2 0 05 Oct 2024
How Human-Centered Explainable AI Interface Are Designed and Evaluated: A Systematic Survey Thu Nguyen Alessandro Canossa Jichen Zhu 35 3 0 21 Mar 2024
Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling Haotian Li Yun Wang Q. V. Liao Huamin Qu 63 23 0 17 Apr 2023
Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations Valerie Chen Q. V. Liao Jennifer Wortman Vaughan Gagan Bansal 52 105 0 18 Jan 2023
Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging Riccardo Fogliato Shreya Chappidi M. Lungren Michael Fitzke Mark Parkinson Diane U Wilson Paul Fisher Eric Horvitz K. Inkpen Besmira Nushi 24 70 0 19 May 2022
Exploring How Anomalous Model Input and Output Alerts Affect Decision-Making in Healthcare Marissa Radensky Dustin Burson Rajya Bhaiya Daniel S. Weld 29 0 0 27 Apr 2022
Deploying clinical machine learning? Consider the following... Charles Lu Kenglun Chang Praveer Singh S. Pomerantz S. Doyle Sujay S Kakarmath Christopher P. Bridge Jayashree Kalpathy-Cramer 54 4 0 14 Sep 2021
Fair Conformal Predictors for Applications in Medical Imaging Charles Lu A. Lemay Ken Chang K. Hoebel Jayashree Kalpathy-Cramer MedIm 24 68 0 09 Sep 2021
Improving Workflow Integration with xPath: Design and Evaluation of a Human-AI Diagnosis System in Pathology H. Gu Yuan Liang Yifan Xu Christopher Kazu Williams S. Magaki ... Wenzhong Yan X. R. Zhang Yang Li Mohammad Haeri Xiang Ánthony' Chen 40 29 0 23 Jun 2020
A Human-Centered Review of the Algorithms used within the U.S. Child Welfare System Devansh Saxena Karla A. Badillo-Urquiola Pamela J. Wisniewski Shion Guha 64 106 0 07 Mar 2020