"The Human Body is a Black Box": Supporting Clinical Decision-Making
with Deep Learning

"The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning

19 November 2019

Joseph D. Futoma

Papers citing ""The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning"

10 / 10 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 93 0 0 17 Feb 2025
Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition Gaole He Patrick Hemmer Michael Vossing Max Schemmer U. Gadiraju 39 0 0 19 Jan 2025
Navigating Healthcare Insights: A Birds Eye View of Explainability with Knowledge Graphs Satvik Garg Anh Nguyen Somya Garg 29 2 0 28 Sep 2023
A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When? M. Rubaiyat Hossain Mondal Prajoy Podder 13 56 0 10 Apr 2023
Ignore, Trust, or Negotiate: Understanding Clinician Acceptance of AI-Based Treatment Recommendations in Health Care Venkatesh Sivaraman L. Bukowski J. Levin J. Kahn Adam Perer 27 81 0 31 Jan 2023
Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report Michael L. Littman Ifeoma Ajunwa G. Berger Craig Boutilier Morgan E. Currie ... Melanie Mitchell J. Shah S. Sloman Shannon Vallor T. Walsh ELM 24 100 0 27 Oct 2022
An Uncommon Task: Participatory Design in Legal AI Fernando A. Delgado Solon Barocas K. Levy 15 34 0 08 Mar 2022
The Impact of Algorithmic Risk Assessments on Human Predictions and its Analysis via Crowdsourcing Studies Riccardo Fogliato Alexandra Chouldechova Zachary Chase Lipton 24 31 0 03 Sep 2021
VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models Furui Cheng Dongyu Liu F. Du Yanna Lin Alexandra Zytek Haomin Li Huamin Qu K. Veeramachaneni 11 37 0 04 Aug 2021
A Hierarchy of Limitations in Machine Learning M. Malik 13 55 0 12 Feb 2020