Wei Liu

基本信息

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职业迁徙

个人简介

The research of Wei Liu, Ph.D., focuses on the following topics:
Application of operations research techniques in radiotherapy.
Robustness quantification in proton therapy.
Accurate and fast dose linear energy transfer calculation in proton therapy.
Motion management.
Patient outcomes study via machine learning and big data.
Application of artificial intelligence in radiotherapy.
Dr. Liu pursues the application of large language models such as ChatGPT in radiotherapy. His research integrates interdisciplinary methods from physics, operations research, computer science and radiation oncology.

研究兴趣

论文共 324 篇作者统计合作学者相似作者

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Fine-Tuning Open-Source Large Language Models to Improve Their Performance on Radiation Oncology Tasks: A Feasibility Study to Investigate Their Potential Clinical Applications in Radiation Oncology

Peilong Wang,Zhengliang Liu,Yiwei Li,Jason Holmes,Peng Shu,Lian Zhang,Xiang Li,Quanzheng Li,Brady S. Laughlin,Diego Santos Toesca,Sujay A. Vora, Samir H. Patel,Terence T. Sio,Tianming Liu,Wei Liu

CoRR (2025)

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Critical Review of Patient Outcome Study in Head and Neck Cancer Radiotherapy

Jingyuan Chen, Yunze Yang,Chenbin Liu, Hongying Feng, Jason M Holmes, Lian Zhang,Steven J Frank, Charles B Simone Ii,Daniel J Ma, Samir H Patel,Wei Liu

ArXiv (2025)

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Large Language Models for Bioinformatics

Wei Ruan,Yanjun Lyu,Jing Zhang, Jiazhang Cai,Peng Shu, Yang Ge,Yao Lu,Shang Gao,Yue Wang,Peilong Wang,Lin Zhao, Tao Wang,Yufang Liu,Luyang Fang, Ziyu Liu,Zhengliang Liu,Yiwei Li,Zihao Wu, Junhao Chen,Hanqi Jiang,Yi Pan, Zhenyuan Yang,Jingyuan Chen, Shizhe Liang,Wei Zhang, Terry Ma, Yuan Dou, Jianli Zhang, Xinyu Gong, Qi Gan,Yusong Zou, Zebang Chen, Yuanxin Qian, Shuo Yu, Jin Lu, Kenan Song,Xianqiao Wang,Andrea Sikora,Gang Li,Xiang Li,Quanzheng Li, Yingfeng Wang,Lu Zhang, Yohannes Abate,Lifang He,Wenxuan Zhong,Rongjie Liu,Chao Huang,Wei Liu,Ye Shen,Ping Ma,Hongtu Zhu,Yajun Yan,Dajiang Zhu,Tianming Liu

CoRR (2025)

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Evaluating the Performance of Using Large Language Models to Automate Summarization of CT Simulation Orders in Radiation Oncology

Meiyun Cao, Shaw Hu, Jason Sharp, Edward Clouser,Jason Holmes, Linda L. Lam,Xiaoning Ding,Diego Santos Toesca, Wendy S. Lindholm, Samir H. Patel,Sujay A. Vora, Peilong Wang,Wei Liu

CoRR (2025)

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Artificial General Intelligence for Medical Imaging Analysis