Papers citing 'Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task'

Title
RadOnc-GPT: An Autonomous LLM Agent for Real-Time Patient Outcomes Labeling at Scale J. Holmes Yuexing Hao Mariana Borras-Osorio Federico Mastroleo Santiago Romero-Brufau ... Robert L. Foote S. A. Vora Nadia N Laack Mark R Waddle Wei Liu LM&MA 133 1 0 29 Sep 2025
RAU: Reference-based Anatomical Understanding with Vision Language Models Yiwei Li Y. Liu Jiaqi Guo Lin Zhao Zheyuan Zhang Xiao Chen Boris Mailhe Ankush Mukherjee Terrence Chen Shanhui Sun 104 2 0 26 Sep 2025
Outlining the Borders for LLM Applications in Patient Education: Developing an Expert-in-the-Loop LLM-Powered Chatbot for Prostate Cancer Patient Education Yuexing Hao J. Holmes Mark Waddle N. Yu Kirstin Vickers ... Corinna E. Löckenhoff Aditya Vashistha Marzyeh Ghassemi Saleh Kalantari Wei Liu 110 4 0 27 Sep 2024
Retrospective Comparative Analysis of Prostate Cancer In-Basket Messages: Responses from Closed-Domain LLM vs. Clinical Teams Yuexing Hao J. Holmes Jared Hobson Alexandra Bennett Daniel K. Ebner ... N. Yu Chris L. Hallemeier Brooke E. Ball Mark R. Waddle Wei Liu LM&MA 151 4 0 26 Sep 2024
Prompt2DeModel: Declarative Neuro-Symbolic Modeling with Natural Language Hossein Rajaby Faghihi Aliakbar Nafar Andrzej Uszok Hamid Karimian Parisa Kordjamshidi 179 2 0 30 Jul 2024
Evaluation of Language Models in the Medical Context Under Resource-Constrained Settings Andrea Posada Daniel Rueckert Felix Meissen Philip Muller LM&MA ELM 191 0 0 24 Jun 2024
Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency Vasiliki Kougia Anastasiia Sedova Andreas Stephan Klim Zaporojets Benjamin Roth 203 6 0 17 Jun 2024
Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions Anh Totti Nguyen Freddy Lecue Saumitra Mishra Christopher Pond Daniele Magazzeni Manuela Veloso 186 5 0 03 Jun 2024
Can we obtain significant success in RST discourse parsing by using Large Language Models?Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2024 Aru Maekawa Tsutomu Hirao Hidetaka Kamigaito Manabu Okumura 114 6 0 08 Mar 2024
Revolutionizing Finance with LLMs: An Overview of Applications and Insights Huaqin Zhao Zheng Liu Zihao Wu Yiwei Li Tianze Yang ... Zeyu Zhang Gengchen Mai Ninghao Liu Tianming Liu Tianming Liu AIFin 248 141 0 22 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Yi Xu AI4CE 253 33 0 04 Jan 2024
Understanding LLMs: A Comprehensive Overview from Training to Inference Yi-Hsueh Liu Haoyang He Tianle Han Xu-Yao Zhang Mengyuan Liu ... Xiaoyan Cai Tuo Zhang Ning Qiang Tianming Liu Bao Ge SyDa 422 120 0 04 Jan 2024
Exploring the Boundaries of GPT-4 in RadiologyConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Qianchu Liu Stephanie L. Hyland Shruthi Bannur Kenza Bouzid Daniel Coelho De Castro ... Anja Thieme A. Nori M. Lungren Ozan Oktay Javier Alvarez-Valle LM&MA AI4CE 275 50 0 23 Oct 2023
Benchmarking a foundation LLM on its ability to re-label structure names in accordance with the AAPM TG-263 report J. Holmes Hua Zhou Yuzhen Ding H. Feng Zheng Liu Tianming Liu William W. Wong S. A. Vora Jonathan B. Ashman Wei Liu 146 4 0 05 Oct 2023
AutoHall: Automated Factuality Hallucination Dataset Generation for Large Language ModelsIEEE Transactions on Audio, Speech, and Language Processing (IEEE TASLP), 2023 Zouying Cao Yifei Yang Hai Zhao Hai Zhao HILM 453 12 0 30 Sep 2023
RadOnc-GPT: A Large Language Model for Radiation Oncology Zheng Liu Peilong Wang Yiwei Li J. Holmes Peng Shu ... Shijie Zhao Samir H. Patel Terence T. Sio Tianming Liu Wen Liu LM&MA 222 37 0 18 Sep 2023
Rethinking STS and NLI in Large Language ModelsFindings (Findings), 2023 Yuxia Wang Minghan Wang Preslav Nakov LRM 236 4 0 16 Sep 2023
Chat2Brain: A Method for Mapping Open-Ended Semantic Queries to Brain Activation MapsIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023 Yaonai Wei Tuo Zhang Han Zhang Tianyang Zhong Lin Zhao ... Muheng Shang Lei Du Xiao Li Tianming Liu Jun-Feng Han 170 4 0 10 Sep 2023
Radiology-Llama2: Best-in-Class Large Language Model for Radiology Zheng Liu Yiwei Li Peng Shu Aoxiao Zhong Longtao Yang ... Wen Liu Hongtu Zhu Tianming Liu Shijie Zhao Xiang Li LM&MA 169 56 0 29 Aug 2023
Evaluating Large Language Models for Radiology Natural Language Processing Zheng Liu Tianyang Zhong Yiwei Li Yutong Zhang Yirong Pan ... Shijie Zhao Hongtu Zhu Hongtu Zhu Dinggang Shen Tianming Liu LM&MA ELM 502 6 0 25 Jul 2023
PharmacyGPT: The AI Pharmacist Zheng Liu Zihao Wu Mengxuan Hu Bokai Zhao Lin Zhao ... Ye Shen Sheng Li Brian Murray Tianming Liu Andrea Sikora LM&MA AI4MH 220 8 0 19 Jul 2023
Hierarchical Semantic Tree Concept Whitening for Interpretable Image Classification Haixing Dai Lu Zhang Lin Zhao Zihao Wu Zheng Liu ... Yanjun Lyu Changying Li Ninghao Liu Tianming Liu Dajiang Zhu 218 7 0 10 Jul 2023
Review of Large Vision Models and Visual Prompt Engineering Yuan Liu Zheng Liu Lin Zhao Zihao Wu Chong Ma ... Bao Ge Yixuan Yuan Hongtu Zhu Tianming Liu Shu Zhang VLM LRM 281 206 0 03 Jul 2023
Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food ApplicationsIEEE Transactions on Big Data (IEEE Trans. Big Data), 2023 Saed Rezayi Zheng Liu Zihao Wu Chandra Dhakal Bao Ge ... Gengchen Mai Ninghao Liu Chen Zhen Tianming Liu Sheng Li 164 44 0 20 Jun 2023
Segment Anything Model (SAM) for Radiation Oncology Hua Zhou Zheng Liu Lu Zhang Zihao Wu Xiao-Xing Yu ... Xiang Li Shijie Zhao Dajiang Zhu Tianming Liu Wen Liu VLM MedIm 231 37 0 20 Jun 2023
Radiology-GPT: A Large Language Model for Radiology Zheng Liu Aoxiao Zhong Yiwei Li Longtao Yang Chao Ju ... Wen Liu Hongtu Zhu Xiang Li Shijie Zhao Tianming Liu LM&MA MedIm AI4CE 213 83 0 14 Jun 2023
Artificial General Intelligence for Medical ImagingIEEE Reviews in Biomedical Engineering (RBME), 2023 Xiang Li Lu Zhang Zihao Wu Zheng Liu Lin Zhao ... Pingkuan Yan Shijie Zhao Wen Liu Tianming Liu Hongtu Zhu LM&MA AI4CE 262 52 0 08 Jun 2023
Prompt Engineering for Healthcare: Methodologies and Applications Yuan Liu Enze Shi Sigang Yu Zihao Wu Chong Ma ... Dajiang Zhu Yixuan Yuan Hongtu Zhu Tianming Liu Shu Zhang LM&MA 271 151 0 28 Apr 2023
ChatABL: Abductive Learning via Natural Language Interaction with ChatGPTIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Tianyang Zhong Yaonai Wei Li Yang Zihao Wu Zheng Liu ... Xi Jiang Jun-Feng Han Hongtu Zhu Tianming Liu Tuo Zhang LRM 162 33 0 21 Apr 2023
When Brain-inspired AI Meets AGI Lin Zhao Lu Zhang Zihao Wu Yuzhong Chen Haixing Dai ... Xi Jiang Xiang Li Dajiang Zhu Hongtu Zhu Tianming Liu AI4CE 140 115 0 28 Mar 2023