Cover Image

Interactive Example-based Explanations to Improve Health Professionals' Onboarding with AI for Human-AI Collaborative Decision Making

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lee, Min Hun, Ng, Renee Bao Xuan, Choo, Silvana Xinyi, Thilarajah, Shamala
Format:	Preprint
Published:	2024
Subjects:	Human-Computer Interaction Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Improving Health Professionals' Onboarding with AI and XAI for Trustworthy Human-AI Collaborative Decision Making
by: Lee, Min Hun, et al.
Published: (2024)

Towards Uncertainty Aware Task Delegation and Human-AI Collaborative Decision-Making
by: Lee, Min Hun, et al.
Published: (2025)

From Accuracy to Readiness: Metrics and Benchmarks for Human-AI Decision-Making
by: Lee, Min Hun
Published: (2026)

Dialogue based Interactive Explanations for Safety Decisions in Human Robot Collaboration
by: Xu, Yifan, et al.
Published: (2026)

Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making
by: Schoeffer, Jakob, et al.
Published: (2022)

The AI Collaborator: Bridging Human-AI Interaction in Educational and Professional Settings
by: Samadi, Mohammad Amin, et al.
Published: (2024)

Not All Trust is the Same: Effects of Decision Workflow and Explanations in Human-AI Decision Making
by: Spillner, Laura, et al.
Published: (2026)

On Evaluating Explanation Utility for Human-AI Decision Making in NLP
by: Chaleshtori, Fateme Hashemi, et al.
Published: (2024)

Do Expressions Change Decisions? Exploring the Impact of AI's Explanation Tone on Decision-Making
by: Okoso, Ayano, et al.
Published: (2025)

Understanding Codebase like a Professional! Human-AI Collaboration for Code Comprehension
by: Gao, Jie, et al.
Published: (2025)

Using AI Uncertainty Quantification to Improve Human Decision-Making
by: Marusich, Laura R., et al.
Published: (2023)

The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features
by: Goyal, Navita, et al.
Published: (2023)

Learning to Collaborate: A Capability Vectors-based Architecture for Adaptive Human-AI Decision Making
by: Jie, Renlong
Published: (2025)

Understanding the Effects of AI-Assisted Critical Thinking on Human-AI Decision Making
by: Tian, Harry Yizhou, et al.
Published: (2026)

Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making
by: Chen, Zichen, et al.
Published: (2025)

2-Factor Retrieval for Improved Human-AI Decision Making in Radiology
by: Solomon, Jim, et al.
Published: (2024)

Towards Directive Explanations: Crafting Explainable AI Systems for Actionable Human-AI Interactions
by: Bhattacharya, Aditya
Published: (2023)

Personality Pairing Improves Human-AI Collaboration
by: Ju, Harang, et al.
Published: (2025)

Human-AI Alignment of Multimodal Large Language Models with Speech-Language Pathologists in Parent-Child Interactions
by: Shi, Weiyan, et al.
Published: (2025)

Contrastive Explanations That Anticipate Human Misconceptions Can Improve Human Decision-Making Skills
by: Buçinca, Zana, et al.
Published: (2024)

Smart But Not Moral? Moral Alignment In Human-AI Decision-Making
by: Ernst, Christiane, et al.
Published: (2026)

Utilizing Human Behavior Modeling to Manipulate Explanations in AI-Assisted Decision Making: The Good, the Bad, and the Scary
by: Li, Zhuoyan, et al.
Published: (2024)

AI Knows Best? The Paradox of Expertise, AI-Reliance, and Performance in Educational Tutoring Decision-Making Tasks
by: Chen, Eason, et al.
Published: (2025)

CHORUS: Effort-Aware Multi-Agent Human-AI Collaboration for Professional Translation
by: Wang, George X., et al.
Published: (2026)

Don't be Fooled: The Misinformation Effect of Explanations in Human-AI Collaboration
by: Spitzer, Philipp, et al.
Published: (2024)

Understanding Collaboration between Professional Designers and Decision-making AI: A Case Study in the Workplace
by: Ogawa, Nami, et al.
Published: (2025)

Position: Human Factors Reshape Adversarial Analysis in Human-AI Decision-Making Systems
by: Fan, Shutong, et al.
Published: (2025)

DescribePro: Collaborative Audio Description with Human-AI Interaction
by: Cheema, Maryam, et al.
Published: (2025)

Human Decision-Making with Persuasive and Narrative LLM Explanations
by: Marusich, Laura R., et al.
Published: (2026)

The Impact of Imperfect XAI on Human-AI Decision-Making
by: Morrison, Katelyn, et al.
Published: (2023)

Case Law Grounding: Using Precedents to Align Decision-Making for Humans and AI
by: Chen, Quan Ze, et al.
Published: (2023)

From Trust to Appropriate Reliance: Measurement Constructs in Human-AI Decision-Making
by: Raees, Muhammad, et al.
Published: (2026)

Examining the Effect of Explanations of AI Privacy Redaction in AI-mediated Interactions
by: Kaushik, Roshni, et al.
Published: (2026)

In Search of Verifiability: Explanations Rarely Enable Complementary Performance in AI-Advised Decision Making
by: Fok, Raymond, et al.
Published: (2023)

Supporting AI-Augmented Meta-Decision Making with InDecision
by: Castañeda, Chance, et al.
Published: (2025)

Toward a Unified Framework for Collaborative Design of Human-AI Interaction
by: Bhatt, Ankur, et al.
Published: (2026)

Interaction-Augmented Instruction: Modeling the Synergy of Prompts and Interactions in Human-GenAI Collaboration
by: Shen, Leixian, et al.
Published: (2025)

Analyzing Human Heuristics and Strategies in Everyday Decision-Making Conversations for Conversational AI Design
by: Kang, Sora, et al.
Published: (2026)

Leveraging Complementary AI Explanations to Mitigate Misunderstanding in XAI
by: Xuan, Yueqing, et al.
Published: (2025)

From Retrieving Information to Reasoning with AI: Exploring Different Interaction Modalities to Support Human-AI Coordination in Clinical Decision-Making
by: Rahdari, Behnam, et al.
Published: (2026)