A Human-Centered Approach to Identifying Promises, Risks, & Challenges of Text-to-Image Generative AI in Radiology
Fuente:
arXiv
Saved in:
| Main Authors: | Morrison, Katelyn, Mathur, Arpit, Bradshaw, Aidan, Wartmann, Tom, Lundi, Steven, Zandifar, Afrooz, Dai, Weichang, Batmanghelich, Kayhan, Eslami, Motahhare, Perer, Adam |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images
by: Xu, Yanwu, et al.
Published: (2023)
by: Xu, Yanwu, et al.
Published: (2023)
Texture: Structured Exploration of Text Datasets
by: Epperson, Will, et al.
Published: (2025)
by: Epperson, Will, et al.
Published: (2025)
Vipera: Blending Visual and LLM-Driven Guidance for Systematic Auditing of Text-to-Image Generative AI
by: Huang, Yanwei, et al.
Published: (2025)
by: Huang, Yanwei, et al.
Published: (2025)
Semantic Consistency-Based Uncertainty Quantification for Factuality in Radiology Report Generation
by: Wang, Chenyu, et al.
Published: (2024)
by: Wang, Chenyu, et al.
Published: (2024)
Enhancing Biomedical Multi-modal Representation Learning with Multi-scale Pre-training and Perturbed Report Discrimination
by: Zhong, Xinliu, et al.
Published: (2025)
by: Zhong, Xinliu, et al.
Published: (2025)
Flexible Control of 3D CT Generation via Text and Semantically-Defined Segmentation Prompts
by: Dai, Weicheng, et al.
Published: (2026)
by: Dai, Weicheng, et al.
Published: (2026)
Over-Relying on Reliance: Towards Realistic Evaluations of AI-Based Clinical Decision Support
by: Sivaraman, Venkatesh, et al.
Published: (2025)
by: Sivaraman, Venkatesh, et al.
Published: (2025)
Vipera: Towards systematic auditing of generative text-to-image models at scale
by: Huang, Yanwei, et al.
Published: (2025)
by: Huang, Yanwei, et al.
Published: (2025)
Enhancing Fine-Grained Spatial Grounding in 3D CT Report Generation via Discriminative Guidance
by: Wang, Chenyu, et al.
Published: (2026)
by: Wang, Chenyu, et al.
Published: (2026)
Strategies for Designing Responsibly within a Capitalist Enterprise
by: Xie, Shixian, et al.
Published: (2026)
by: Xie, Shixian, et al.
Published: (2026)
Breaking Political Filter Bubbles via Social Comparison
by: Soliman, Nouran, et al.
Published: (2024)
by: Soliman, Nouran, et al.
Published: (2024)
Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography
by: Ghosh, Shantanu, et al.
Published: (2024)
by: Ghosh, Shantanu, et al.
Published: (2024)
A Systematic Literature Review on Equity and Technology in HCI and Fairness: Navigating the Complexities and Nuances of Equity Research
by: Kim, Seyun, et al.
Published: (2025)
by: Kim, Seyun, et al.
Published: (2025)
"It Might be Technically Impressive, But It's Practically Useless to us": Motivations, Practices, Challenges, and Opportunities for Cross-Functional Collaboration around AI within the News Industry
by: Xiao, Qing, et al.
Published: (2024)
by: Xiao, Qing, et al.
Published: (2024)
The Impact of Imperfect XAI on Human-AI Decision-Making
by: Morrison, Katelyn, et al.
Published: (2023)
by: Morrison, Katelyn, et al.
Published: (2023)
MIRAGE: Multi-model Interface for Reviewing and Auditing Generative Text-to-Image AI
by: Maldaner, Matheus Kunzler, et al.
Published: (2025)
by: Maldaner, Matheus Kunzler, et al.
Published: (2025)
Legacy Procurement Practices Shape How U.S. Cities Govern AI: Understanding Government Employees' Practices, Challenges, and Needs
by: Johnson, Nari, et al.
Published: (2024)
by: Johnson, Nari, et al.
Published: (2024)
'Simulacrum of Stories': Examining Large Language Models as Qualitative Research Participants
by: Kapania, Shivani, et al.
Published: (2024)
by: Kapania, Shivani, et al.
Published: (2024)
VLM-UQBench: A Benchmark for Modality-Specific and Cross-Modality Uncertainties in Vision Language Models
by: Wang, Chenyu, et al.
Published: (2026)
by: Wang, Chenyu, et al.
Published: (2026)
Cognitive Chain-of-Thought (CoCoT): Structured Multimodal Reasoning about Social Situations
by: Park, Eunkyu, et al.
Published: (2025)
by: Park, Eunkyu, et al.
Published: (2025)
MM-SCALE: Grounded Multimodal Moral Reasoning via Scalar Judgment and Listwise Alignment
by: Park, Eunkyu, et al.
Published: (2026)
by: Park, Eunkyu, et al.
Published: (2026)
LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers
by: Ghosh, Shantanu, et al.
Published: (2024)
by: Ghosh, Shantanu, et al.
Published: (2024)
Children's Overtrust and Shifting Perspectives of Generative AI
by: Solyst, Jaemarie, et al.
Published: (2024)
by: Solyst, Jaemarie, et al.
Published: (2024)
Critical or Compliant? The Double-Edged Sword of Reasoning in Chain-of-Thought Explanations
by: Park, Eunkyu, et al.
Published: (2025)
by: Park, Eunkyu, et al.
Published: (2025)
The Fall of an Algorithm: Characterizing the Dynamics Toward Abandonment
by: Johnson, Nari, et al.
Published: (2024)
by: Johnson, Nari, et al.
Published: (2024)
Seeing Twice: How Side-by-Side T2I Comparison Changes Auditing Strategies
by: Maldaner, Matheus Kunzler, et al.
Published: (2025)
by: Maldaner, Matheus Kunzler, et al.
Published: (2025)
Investigating Youth AI Auditing
by: Solyst, Jaemarie, et al.
Published: (2025)
by: Solyst, Jaemarie, et al.
Published: (2025)
Guided Statistical Workflows with Interactive Explanations and Assumption Checking
by: Zhang, Yuqi, et al.
Published: (2024)
by: Zhang, Yuqi, et al.
Published: (2024)
AI-Powered Reminders for Collaborative Tasks: Experiences and Futures
by: Morrison, Katelyn, et al.
Published: (2024)
by: Morrison, Katelyn, et al.
Published: (2024)
What Comes After Harm? Mapping Reparative Actions in AI through Justice Frameworks
by: Xiao, Sijia, et al.
Published: (2025)
by: Xiao, Sijia, et al.
Published: (2025)
"I Don't Think RAI Applies to My Model'' -- Engaging Non-champions with Sticky Stories for Responsible AI Work
by: Nahar, Nadia, et al.
Published: (2025)
by: Nahar, Nadia, et al.
Published: (2025)
WeAudit: Scaffolding User Auditors and AI Practitioners in Auditing Generative AI
by: Deng, Wesley Hanwen, et al.
Published: (2025)
by: Deng, Wesley Hanwen, et al.
Published: (2025)
Public Technologies Transforming Work of the Public and the Public Sector
by: Kim, Seyun, et al.
Published: (2024)
by: Kim, Seyun, et al.
Published: (2024)
Let Them Down Easy! Contextual Effects of LLM Guardrails on User Perceptions and Preferences
by: Zheng, Mingqian, et al.
Published: (2025)
by: Zheng, Mingqian, et al.
Published: (2025)
Mammo-FM: Breast-specific foundational model for Integrated Mammographic Diagnosis, Prognosis, and Reporting
by: Ghosh, Shantanu, et al.
Published: (2025)
by: Ghosh, Shantanu, et al.
Published: (2025)
Divisi: Interactive Search and Visualization for Scalable Exploratory Subgroup Analysis
by: Sivaraman, Venkatesh, et al.
Published: (2025)
by: Sivaraman, Venkatesh, et al.
Published: (2025)
PRECISE Framework: GPT-based Text For Improved Readability, Reliability, and Understandability of Radiology Reports For Patient-Centered Care
by: Tripathi, Satvik, et al.
Published: (2024)
by: Tripathi, Satvik, et al.
Published: (2024)
Explanations as Dialogues: Toward Human-Centered Conversational Explainable AI
by: Mathur, Niharika, et al.
Published: (2026)
by: Mathur, Niharika, et al.
Published: (2026)
PersonaTeaming: Supporting Persona-Driven Red-Teaming for Generative AI
by: Deng, Wesley Hanwen, et al.
Published: (2026)
by: Deng, Wesley Hanwen, et al.
Published: (2026)
Mental Health Challenges Among Elderly Women in Iran
by: Atefeh Zandifar, et al.
Published: (2025)
by: Atefeh Zandifar, et al.
Published: (2025)
Similar Items
-
MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images
by: Xu, Yanwu, et al.
Published: (2023) -
Texture: Structured Exploration of Text Datasets
by: Epperson, Will, et al.
Published: (2025) -
Vipera: Blending Visual and LLM-Driven Guidance for Systematic Auditing of Text-to-Image Generative AI
by: Huang, Yanwei, et al.
Published: (2025) -
Semantic Consistency-Based Uncertainty Quantification for Factuality in Radiology Report Generation
by: Wang, Chenyu, et al.
Published: (2024) -
Enhancing Biomedical Multi-modal Representation Learning with Multi-scale Pre-training and Perturbed Report Discrimination
by: Zhong, Xinliu, et al.
Published: (2025)