Human-Centered Tools for Coping with Imperfect Algorithms during Medical Decision-Making

8 February 2019

Papers citing "Human-Centered Tools for Coping with Imperfect Algorithms during Medical Decision-Making"

50 / 139 papers shown

Title
Exploring the Impact of Explainable AI and Cognitive Capabilities on Users' Decisions Federico Maria Cau Lucio Davide Spano 31 0 0 02 May 2025
Towards Multi-dimensional Explanation Alignment for Medical Classification Lijie Hu Songning Lai Wenshuo Chen Hongru Xiao Hongbin Lin Lu Yu Jingfeng Zhang Di Wang 40 0 0 28 Oct 2024
Towards Human-centered Design of Explainable Artificial Intelligence (XAI): A Survey of Empirical Studies Shuai Ma 43 0 0 28 Oct 2024
TA3: Testing Against Adversarial Attacks on Machine Learning Models Yuanzhe Jin Min Chen 41 0 0 06 Oct 2024
Interactive Example-based Explanations to Improve Health Professionals' Onboarding with AI for Human-AI Collaborative Decision Making Min Hun Lee Renee Bao Xuan Ng Silvana Xin Yi Choo S. Thilarajah 35 1 0 24 Sep 2024
Practically implementing an LLM-supported collaborative vulnerability remediation process: a team-based approach Xiaoqing Wang Yuanjing Tian Keman Huang Bin Liang 39 1 0 21 Sep 2024
Misfitting With AI: How Blind People Verify and Contest AI Errors Rahaf Alharbi P. Lor Jaylin Herskovitz S. Schoenebeck Robin Brewer 41 10 0 13 Aug 2024
DiscipLink: Unfolding Interdisciplinary Information Seeking Process via Human-AI Co-Exploration Chengbo Zheng Yuanhao Zhang Zeyu Huang Christopher Schroers Minrui Xu Xiaojuan Ma 47 9 0 01 Aug 2024
A Two-Phase Visualization System for Continuous Human-AI Collaboration in Sequelae Analysis and Modeling Ouyang Yang Chenyang Zhang He Wang Tianle Ma Chang Jiang Yuheng Yan Zuo-Qin Yan Xiaojuan Ma Chuhan Shi Quan Li 44 0 0 20 Jul 2024
Rideshare Transparency: Translating Gig Worker Insights on AI Platform Design to Policy Varun Nagaraj Rao Samantha Dalal Eesha Agarwal D. Calacci Andrés Monroy-Hernández 29 3 0 16 Jun 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 52 4 0 13 Jun 2024
Designing a Dashboard for Transparency and Control of Conversational AI Yida Chen Aoyu Wu Trevor DePodesta Catherine Yeh Kenneth Li ... Jan Riecke Shivam Raval Olivia Seow Martin Wattenberg Fernanda Viégas 63 17 0 12 Jun 2024
Why is "Problems" Predictive of Positive Sentiment? A Case Study of Explaining Unintuitive Features in Sentiment Classification Jiaming Qu Jaime Arguello Yue Wang FAtt 40 0 0 05 Jun 2024
"It depends": Configuring AI to Improve Clinical Usefulness Across Contexts H. D. Zając Jorge Miguel Neves Ribeiro Silvia Ingala Simona Gentile Ruth Wanjohi S. N. Gitau J.F. Carlsen M. Nielsen T. O. Andersen 49 5 0 27 May 2024
Improving Health Professionals' Onboarding with AI and XAI for Trustworthy Human-AI Collaborative Decision Making Min Hun Lee Silvana Xin Yi Choo S. Thilarajah 50 1 0 26 May 2024
Explainable AI Enhances Glaucoma Referrals, Yet the Human-AI Team Still Falls Short of the AI Alone Catalina Gomez Ruolin Wang Katharina Breininger Corinne Casey Chris Bradley Mitchell Pavlak Alex T Pham Jithin Yohannan Mathias Unberath 33 1 0 24 May 2024
From Explainable to Interactive AI: A Literature Review on Current Trends in Human-AI Interaction Muhammad Raees Inge Meijerink Ioanna Lykourentzou Vassilis-Javed Khan Konstantinos Papangelis 45 26 0 23 May 2024
Towards Gradient-based Time-Series Explanations through a SpatioTemporal Attention Network Min Hun Lee AI4TS ViT FAtt 38 3 0 18 May 2024
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models G. Guo Lifu Deng A. Tandon Alex Endert Bum Chul Kwon 52 2 0 24 Apr 2024
Adaptive Collaboration Strategy for LLMs in Medical Decision Making Y. Kim Chanwoo Park Hyewon Jeong Yik Siu Chan X. Xu Daniel J. McDuff C. Breazeal Hae Won Park 39 27 0 22 Apr 2024
Majority Voting of Doctors Improves Appropriateness of AI Reliance in Pathology H. Gu Chunxu Yang S. Magaki Neda Zarrin-Khameh N. Lakis ... Todd M. Stevens Sara L. Stone Wenzhong Yan Mohammad Haeri Xiang Ánthony' Chen 62 0 0 06 Apr 2024
Explainability in JupyterLab and Beyond: Interactive XAI Systems for Integrated and Collaborative Workflows G. Guo Dustin L. Arendt Alex Endert 53 1 0 02 Apr 2024
Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making Shuai Ma Qiaoyi Chen Xinru Wang Chengbo Zheng Zhenhui Peng Ming Yin Xiaojuan Ma ELM 57 21 0 25 Mar 2024
TutoAI: A Cross-domain Framework for AI-assisted Mixed-media Tutorial Creation on Physical Tasks Yuexi Chen Vlad I. Morariu Anh Truong Zhicheng Liu DiffM VGen 50 4 0 12 Mar 2024
A Survey on Human-AI Teaming with Large Pre-Trained Models Vanshika Vats Marzia Binta Nizam Minghao Liu Ziyuan Wang Richard Ho ... Celeste Shen Rachel Shen Nafisa Hussain Kesav Ravichandran James Davis LM&MA 70 8 0 07 Mar 2024
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement Zhijie Wang Yuheng Huang Da Song Lei Ma Tianyi Zhang DiffM 53 58 0 06 Mar 2024
Surgment: Segmentation-enabled Semantic Search and Creation of Visual Question and Feedback to Support Video-Based Surgery Learning Jingying Wang Haoran Tang Taylor Kantor Tandis Soltani Vitaliy Popov Xu Wang MedIm 40 7 0 27 Feb 2024
Understanding Human-AI Collaboration in Music Therapy Through Co-Design with Therapists Jingjing Sun Jingyi Yang Guyue Zhou Yucheng Jin Jiangtao Gong 76 9 0 22 Feb 2024
Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology Nur Yildirim Hannah Richardson Maria T. A. Wetscherek Junaid Bajwa Joseph Jacob ... Ozan Oktay M. Lungren Javier Alvarez-Valle A. Nori Anja Thieme LM&MA 74 45 0 22 Feb 2024
To Search or To Gen? Exploring the Synergy between Generative AI and Web Search in Programming Ryan Yen N. Sultanum Jian Zhao 26 9 0 01 Feb 2024
Decision Theoretic Foundations for Experiments Evaluating Human Decisions Jessica Hullman Alex Kale Jason D. Hartline 31 5 0 25 Jan 2024
Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty Kaitlyn Zhou Jena D. Hwang Xiang Ren Maarten Sap 41 56 0 12 Jan 2024
Decoding AI's Nudge: A Unified Framework to Predict Human Behavior in AI-assisted Decision Making Zhuoyan Li Zhuoran Lu Ming Yin 24 11 0 11 Jan 2024
The Metacognitive Demands and Opportunities of Generative AI Lev Tankelevitch Viktor Kewenig Auste Simkute A. E. Scott Advait Sarkar Abigail Sellen Sean Rintel AI4CE 38 102 0 18 Dec 2023
Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis Shao Zhang Jianing Yu Xuhai Xu Changchang Yin Yuxuan Lu ... Melanie Tory Lace M. Padilla Jeffrey Caterino Ping Zhang Dakuo Wang 53 42 0 17 Sep 2023
Understanding the Effect of Counterfactual Explanations on Trust and Reliance on AI for Human-AI Collaborative Clinical Decision Making Min Hun Lee Chong Jun Chew 50 29 0 08 Aug 2023
Probabilistically robust conformal prediction Subhankar Ghosh Yuanjie Shi Taha Belkhouja Yan Yan J. Doppa Brian Jones AAML 38 17 0 31 Jul 2023
PEANUT: A Human-AI Collaborative Tool for Annotating Audio-Visual Data Zheng Zhang Zheng Ning Chenliang Xu Yapeng Tian Toby Jia-Jun Li 64 6 0 27 Jul 2023
"It Felt Like Having a Second Mind": Investigating Human-AI Co-creativity in Prewriting with Large Language Models Qian Wan Si-Yuan Hu Yu Zhang Pi-Hui Wang Bo Wen Zhicong Lu HAI LRM 42 30 0 20 Jul 2023
Identifying Explanation Needs of End-users: Applying and Extending the XAI Question Bank Lars Sipos Ulrike Schäfer Katrin Glinka Claudia Muller-Birn 33 7 0 18 Jul 2023
Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts Johannes Jakubik Daniel Weber Patrick Hemmer Michael Vossing G. Satzger 55 2 0 06 Jul 2023
Human in the AI loop via xAI and Active Learning for Visual Inspection Jože M. Rožanec E. Montini Vincenzo Cutrona Dimitrios Papamartzivanos Timotej Klemencic B. Fortuna Dunja Mladenić Entso Veliou Thanassis Giannetsos C. Emmanouilidis 24 4 0 03 Jul 2023
Next Steps for Human-Centered Generative AI: A Technical Perspective Xiang Ánthony' Chen Jeff Burke Andrea Colaço Matthew K. Hong Jennifer Jacobs ... Dingzeyu Li Nanyun Peng Karl D. D. Willis Chien-Sheng Wu Bolei Zhou LLMAG 63 34 0 27 Jun 2023
Exploring a Gradient-based Explainable AI Technique for Time-Series Data: A Case Study of Assessing Stroke Rehabilitation Exercises Min Hun Lee Yi Jing Choy FAtt 9 3 0 08 May 2023
Impact Of Explainable AI On Cognitive Load: Insights From An Empirical Study L. Herm 26 22 0 18 Apr 2023
Angler: Helping Machine Translation Practitioners Prioritize Model Improvements Samantha Robertson Zijie J. Wang Dominik Moritz Mary Beth Kery Fred Hohman 72 15 0 12 Apr 2023
XAIR: A Framework of Explainable AI in Augmented Reality Xuhai Xu Anna Yu Tanya R. Jonker Kashyap Todi Feiyu Lu ... Narine Kokhlikyan Fulton Wang P. Sorenson Sophie Kahyun Kim Hrvoje Benko 44 49 0 28 Mar 2023
"If I Had All the Time in the World": Ophthalmologists' Perceptions of Anchoring Bias Mitigation in Clinical AI Support A. Bach Trine Munch Norgaard Jens Christian Brok N. V. Berkel 36 33 0 07 Mar 2023
AutoML in The Wild: Obstacles, Workarounds, and Expectations Yuan Sun Qiurong Song Xinning Gui Fenglong Ma Ting Wang 26 13 0 21 Feb 2023
Directive Explanations for Monitoring the Risk of Diabetes Onset: Introducing Directive Data-Centric Explanations and Combinations to Support What-If Explorations Aditya Bhattacharya Jeroen Ooge Gregor Stiglic K. Verbert 16 31 0 21 Feb 2023