Cover Image

Assessing AI Explainability: A Usability Study Using a Novel Framework Involving Clinicians

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kibria, Mohammad Golam, Kucirka, Lauren, Mostafa, Javed
Format:	Preprint
Published:	2025
Subjects:	Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Usability Testing of an Explainable AI-enhanced Tool for Clinical Decision Support: Insights from the Reflexive Thematic Analysis
by: Kibria, Mohammad Golam, et al.
Published: (2025)

From Explainable to Interactive AI: A Literature Review on Current Trends in Human-AI Interaction
by: Raees, Muhammad, et al.
Published: (2024)

AI.vs.Clinician: Unveiling Intricate Interactions Between AI and Clinicians through an Open-Access Database
by: Gao, Wanling, et al.
Published: (2024)

A Pilot Study on Clinician-AI Collaboration in Diagnosing Depression from Speech
by: Feng, Kexin, et al.
Published: (2024)

Explainable AI as a Double-Edged Sword in Dermatology: The Impact on Clinicians versus The Public
by: Xu, Xuhai, et al.
Published: (2025)

Exploring the Requirements of Clinicians for Explainable AI Decision Support Systems in Intensive Care
by: Clark, Jeffrey N., et al.
Published: (2024)

Survey for Categorising Explainable AI Studies Using Data Analysis Task Frameworks
by: Ziadeh, Hamzah, et al.
Published: (2025)

Crowdsourcing: A Framework for Usability Evaluation
by: Nasir, Muhammad
Published: (2024)

The Feature Understandability Scale for Human-Centred Explainable AI: Assessing Tabular Feature Importance
by: Rossberg, Nicola, et al.
Published: (2025)

The Impact of AI Explanations on Clinicians Trust and Diagnostic Accuracy in Breast Cancer
by: Rezaeian, Olya, et al.
Published: (2024)

ConGaIT: A Clinician-Centered Dashboard for Contestable AI in Parkinson's Disease Care
by: Nguyen, Phuc Truong Loc, et al.
Published: (2025)

Combining Human-centred Explainability and Explainable AI
by: Koch, Janin, et al.
Published: (2025)

CommSense: A Wearable Sensing Computational Framework for Evaluating Patient-Clinician Interactions
by: Wang, Zhiyuan, et al.
Published: (2024)

Auxilio and Beyond: Comparative Evaluation, Usability, and Design Guidelines for Head Movement-based Assistive Mouse Controllers
by: Kabir, Mohammad Ridwan, et al.
Published: (2022)

Using Mobile AR for Rapid Feasibility Analysis for Deployment of Robots: A Usability Study with Non-Expert Users
by: Zielinski, Krzysztof, et al.
Published: (2025)

The Evaluation for Usability Methods of Unmanned Surface Vehicles: Are Current Usability Methods Viable for Unmanned Surface Vehicles? Insights from a Multiple Case Study Approach to Human-Robot Interaction
by: Peng, Zitian, et al.
Published: (2025)

Intelligent Usability Evaluation for Fashion Websites
by: Hakami, Asmaa, et al.
Published: (2024)

Legally-Informed Explainable AI
by: Mansi, Gennie, et al.
Published: (2025)

Evaluating Actionability in Explainable AI
by: Mansi, Gennie, et al.
Published: (2026)

Does GenAI Make Usability Testing Obsolete?
by: Pourasad, Ali Ebrahimi, et al.
Published: (2024)

Human-Centered Development of an Explainable AI Framework for Real-Time Surgical Risk Surveillance
by: Davidson, Andrea E, et al.
Published: (2025)

UXAgent: An LLM Agent-Based Usability Testing Framework for Web Design
by: Lu, Yuxuan, et al.
Published: (2025)

Examine Clinicians' Modification of Hedging Language in Ambient AI Documentation: A Comparative Study of AI Drafts and Final Notes
by: Zhou, Yiliang, et al.
Published: (2026)

SoK: Usability Studies in Differential Privacy
by: Dibia, Onyinye, et al.
Published: (2024)

Stylus Use in E‐Assessment: A Longitudinal Study of Usability and Cognitive Load
by: Rachel Blagojevic, et al.
Published: (2026)

Development and Usability Study of Older Adults in Motion-Captured Serious Game Incorporating Olfactory Stimulations
by: Lau, Joyce S. Y., et al.
Published: (2026)

An Actionability Assessment Tool for Explainable AI
by: Singh, Ronal, et al.
Published: (2024)

Design Opportunities for Explainable AI Paraphrasing Tools: A User Study with Non-native English Speakers
by: Kim, Yewon, et al.
Published: (2024)

UXCascade: Scalable Usability Testing with Simulated User Agents
by: Holter, Steffen, et al.
Published: (2026)

Explainable AI improves task performance in human-AI collaboration
by: Senoner, Julian, et al.
Published: (2024)

From an Integrated Usability Framework to Lessons on Usability and Performance of Open Government Data Portals: A Comparative Study of European Union and Gulf Cooperation Council Countries
by: Molodtsov, Fillip, et al.
Published: (2024)

Designing User-Centered Simulations of Leadership Situations for Cave Automatic Virtual Environments: Development and Usability Study
by: Vona, Francesco, et al.
Published: (2024)

Beyond Technological Usability: Exploratory Factor Analysis of the Comprehensive Assessment of Usability Scale for Learning Technologies (CAUSLT)
by: Lu, Jie, et al.
Published: (2025)

A Feasibility Study on Usability and Trust among Population Groups of a Medical Avatar Supported by Large Language Models with Retrieval Augmented Generation
by: Boumans, Roel, et al.
Published: (2025)

Augmenting Interface Usability Heuristics for Reliable Computer-Use Agents
by: Liu, Jiateng, et al.
Published: (2026)

Towards a Comprehensive Human-Centred Evaluation Framework for Explainable AI
by: Donoso-Guzmán, Ivania, et al.
Published: (2023)

The MUG-10 Framework for Preventing Usability Issues in Mobile Application Development
by: Weichbroth, Pawel, et al.
Published: (2025)

Synthetic Heuristic Evaluation: A Comparison between AI- and Human-Powered Usability Evaluation
by: Zhong, Ruican, et al.
Published: (2025)

Trade-offs in Financial AI: Explainability in a Trilemma with Accuracy and Compliance
by: Evite, Patricia Marcella, et al.
Published: (2026)

Explainable AI in Usable Privacy and Security: Challenges and Opportunities
by: Freiberger, Vincent, et al.
Published: (2025)