Evaluating Generative AI as an Educational Tool for Radiology Resident Report Drafting
Fuente:
arXiv
Saved in:
| Main Authors: | Verdone, Antonio, Cardall, Aidan, Siddiqui, Fardeen, Nashawaty, Motaz, Rigau, Danielle, Kwon, Youngjoon, Yousef, Mira, Patel, Shalin, Kieturakis, Alex, Kim, Eric, Heacock, Laura, Reig, Beatriu, Shen, Yiqiu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Fine-Tuning In-House Large Language Models to Infer Differential Diagnosis from Radiology Reports
by: Chen, Luoyao, et al.
Published: (2024)
by: Chen, Luoyao, et al.
Published: (2024)
Clinically Grounded Agent-based Report Evaluation: An Interpretable Metric for Radiology Report Generation
by: Dua, Radhika, et al.
Published: (2025)
by: Dua, Radhika, et al.
Published: (2025)
BURExtract-Llama: An LLM for Clinical Concept Extraction in Breast Ultrasound Reports
by: Chen, Yuxuan, et al.
Published: (2024)
by: Chen, Yuxuan, et al.
Published: (2024)
Understanding differences in applying DETR to natural and medical images
by: Xu, Yanqi, et al.
Published: (2024)
by: Xu, Yanqi, et al.
Published: (2024)
AREG: Adversarial Resource Extraction Game for Evaluating Persuasion and Resistance in Large Language Models
by: Sakhawat, Adib, et al.
Published: (2026)
by: Sakhawat, Adib, et al.
Published: (2026)
AIDG: A Formal Decomposition of Information Extraction and Containment Asymmetries in Multi-Turn LLM Dialogue
by: Sakhawat, Adib, et al.
Published: (2026)
by: Sakhawat, Adib, et al.
Published: (2026)
The Impact of AI Assistance on Radiology Reporting: A Pilot Study Using Simulated AI Draft Reports
by: Acosta, Julián N., et al.
Published: (2024)
by: Acosta, Julián N., et al.
Published: (2024)
DraftMarks: Enhancing Transparency in Human-AI Co-Writing Through Interactive Skeuomorphic Process Traces
by: Siddiqui, Momin N., et al.
Published: (2025)
by: Siddiqui, Momin N., et al.
Published: (2025)
Arabic Hate Speech Identification and Masking in Social Media using Deep Learning Models and Pre-trained Models Fine-tuning
by: Doghmash, Salam Thabet, et al.
Published: (2025)
by: Doghmash, Salam Thabet, et al.
Published: (2025)
FastDraft: How to Train Your Draft
by: Zafrir, Ofir, et al.
Published: (2024)
by: Zafrir, Ofir, et al.
Published: (2024)
Grounded Multimodal Retrieval-Augmented Drafting of Radiology Impressions Using Case-Based Similarity Search
by: Samanta, Himadri S
Published: (2026)
by: Samanta, Himadri S
Published: (2026)
Draft-OPD: On-Policy Distillation for Speculative Draft Models
by: Lei, Haodi, et al.
Published: (2026)
by: Lei, Haodi, et al.
Published: (2026)
SemBench: A Universal Semantic Framework for LLM Evaluation
by: Zubillaga, Mikel, et al.
Published: (2026)
by: Zubillaga, Mikel, et al.
Published: (2026)
Building and Aligning Comparable Corpora
by: Saad, Motaz, et al.
Published: (2025)
by: Saad, Motaz, et al.
Published: (2025)
Cross-lingual Opinions and Emotions Mining in Comparable Documents
by: Saad, Motaz, et al.
Published: (2025)
by: Saad, Motaz, et al.
Published: (2025)
GenASiS: General Astrophysical Simulation System. II. Self-gravitating Baryonic Matter
by: Cardall, Christian Y., et al.
Published: (2026)
by: Cardall, Christian Y., et al.
Published: (2026)
Evaluating the Deductive Competence of Large Language Models
by: Seals, Spencer M., et al.
Published: (2023)
by: Seals, Spencer M., et al.
Published: (2023)
When AI Writes Back: Ethical Considerations by Physicians on AI-Drafted Patient Message Replies
by: Hu, Di, et al.
Published: (2025)
by: Hu, Di, et al.
Published: (2025)
LangLingual: A Personalised, Exercise-oriented English Language Learning Tool Leveraging Large Language Models
by: Gupta, Sammriddh, et al.
Published: (2025)
by: Gupta, Sammriddh, et al.
Published: (2025)
A Human-Centered Approach to Identifying Promises, Risks, & Challenges of Text-to-Image Generative AI in Radiology
by: Morrison, Katelyn, et al.
Published: (2025)
by: Morrison, Katelyn, et al.
Published: (2025)
SRAG: RAG with Structured Data Improves Vector Retrieval
by: Shah, Shalin, et al.
Published: (2026)
by: Shah, Shalin, et al.
Published: (2026)
Multi-Document Financial Question Answering using LLMs
by: Shah, Shalin, et al.
Published: (2024)
by: Shah, Shalin, et al.
Published: (2024)
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding
by: Cho, Sukmin, et al.
Published: (2025)
by: Cho, Sukmin, et al.
Published: (2025)
A training regime to learn unified representations from complementary breast imaging modalities
by: Sharma, Umang, et al.
Published: (2024)
by: Sharma, Umang, et al.
Published: (2024)
The Adaptive Strategies of Anti-Kremlin Digital Dissent in Telegram during the Russian Invasion of Ukraine
by: Bawa, Apaar, et al.
Published: (2024)
by: Bawa, Apaar, et al.
Published: (2024)
LegiScout: A Visual Tool for Understanding Complex Legislation
by: Patel, Aadarsh Rajiv, et al.
Published: (2025)
by: Patel, Aadarsh Rajiv, et al.
Published: (2025)
Draft and Refine with Visual Experts
by: Jeong, Sungheon, et al.
Published: (2025)
by: Jeong, Sungheon, et al.
Published: (2025)
Merge and Conquer: Instructing Multilingual Models by Adding Target Language Weights
by: Valero, Eneko, et al.
Published: (2026)
by: Valero, Eneko, et al.
Published: (2026)
Radiology-GPT: A Large Language Model for Radiology
by: Liu, Zhengliang, et al.
Published: (2023)
by: Liu, Zhengliang, et al.
Published: (2023)
Draft-based Approximate Inference for LLMs
by: Galim, Kevin, et al.
Published: (2025)
by: Galim, Kevin, et al.
Published: (2025)
How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting
by: Seegmiller, Parker, et al.
Published: (2026)
by: Seegmiller, Parker, et al.
Published: (2026)
GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction
by: Sainz, Oscar, et al.
Published: (2023)
by: Sainz, Oscar, et al.
Published: (2023)
PEARL: Parallel Speculative Decoding with Adaptive Draft Length
by: Liu, Tianyu, et al.
Published: (2024)
by: Liu, Tianyu, et al.
Published: (2024)
Cost-Aware Diffusion Draft Trees for Speculative Decoding
by: Zhang, Shuai, et al.
Published: (2026)
by: Zhang, Shuai, et al.
Published: (2026)
Thinking with Drafting: Optical Decompression via Logical Reconstruction
by: Wei, Jingxuan, et al.
Published: (2026)
by: Wei, Jingxuan, et al.
Published: (2026)
Learning to Draft: Adaptive Speculative Decoding with Reinforcement Learning
by: Zhang, Jiebin, et al.
Published: (2026)
by: Zhang, Jiebin, et al.
Published: (2026)
Accelerating Speculative Decoding with Block Diffusion Draft Trees
by: Ringel, Liran, et al.
Published: (2026)
by: Ringel, Liran, et al.
Published: (2026)
Semi-Supervised Neural Super-Resolution for Mesh-Based Simulations
by: Kim, Jiyeon, et al.
Published: (2026)
by: Kim, Jiyeon, et al.
Published: (2026)
Cross-Asset Risk Management: Integrating LLMs for Real-Time Monitoring of Equity, Fixed Income, and Currency Markets
by: Yang, Jie, et al.
Published: (2025)
by: Yang, Jie, et al.
Published: (2025)
Dynamic Hedging Strategies in Derivatives Markets with LLM-Driven Sentiment and News Analytics
by: Yang, Jie, et al.
Published: (2025)
by: Yang, Jie, et al.
Published: (2025)
Similar Items
-
Fine-Tuning In-House Large Language Models to Infer Differential Diagnosis from Radiology Reports
by: Chen, Luoyao, et al.
Published: (2024) -
Clinically Grounded Agent-based Report Evaluation: An Interpretable Metric for Radiology Report Generation
by: Dua, Radhika, et al.
Published: (2025) -
BURExtract-Llama: An LLM for Clinical Concept Extraction in Breast Ultrasound Reports
by: Chen, Yuxuan, et al.
Published: (2024) -
Understanding differences in applying DETR to natural and medical images
by: Xu, Yanqi, et al.
Published: (2024) -
AREG: Adversarial Resource Extraction Game for Evaluating Persuasion and Resistance in Large Language Models
by: Sakhawat, Adib, et al.
Published: (2026)