Zobrazeno 1 - 10
of 227
pro vyhledávání: '"Shen, JiaJian"'
Autor:
Wang, Peilong, Holmes, Jason, Liu, Zhengliang, Chen, Dequan, Liu, Tianming, Shen, Jiajian, Liu, Wei
Purpose: We present an updated study evaluating the performance of large language models (LLMs) in answering radiation oncology physics questions, focusing on the latest released models. Methods: A set of 100 multiple-choice radiation oncology physic
Externí odkaz:
http://arxiv.org/abs/2412.10622
Autor:
Chen, Jingyuan, Yang, Yunze, Feng, Hongying, Zhang, Lian, Vargas, Carlos E., Yu, Nathan Y., Rwigema, Jean-Claude M., Keole, Sameer R., Vora, Sujay A., Shen, Jiajian, Liu, Wei
Purpose: Historically, spot scanning proton therapy (SSPT) treatment planning utilizes dose volume constraints and linear-energy-transfer (LET) volume constraints separately to balance tumor control and organs-at-risk (OARs) protection. We propose a
Externí odkaz:
http://arxiv.org/abs/2405.03916
Autor:
Shen, Jiajian, Taylor, Paige A., Vargas, Carlos E., Kang, Minglei, Saini, Jatinder, Zhou, Jun, Wang, Peilong, Liu, Wei, Simone II, Charles B., Xiao, Ying, Lin, Liyong
A survey was designed to inquire about the practice of proton SBRT treatment for prostate cancer. The survey was distributed to all 30 proton therapy centers in the United States that participate in the National Clinical Trial Network in Feb. 2023. T
Externí odkaz:
http://arxiv.org/abs/2402.17244
Autor:
Liu, Wei, Feng, Hongying, Taylor, Paige A., Kang, Minglei, Shen, Jiajian, Saini, Jatinder, Zhou, Jun, Giap, Huan B., Yu, Nathan Y., Sio, Terence S., Mohindra, Pranshu, Chang, Joe Y., Bradley, Jeffrey D., Xiao, Ying, Simone II, Charles B., Lin, Liyong
Stereotactic body radiation therapy (SBRT) and hypofractionation using pencil-beam scanning (PBS) proton therapy (PBSPT) is an attractive option for thoracic malignancies. Combining the advantages of target coverage conformity and critical organ spar
Externí odkaz:
http://arxiv.org/abs/2402.00489
Autor:
Liu, Zhengliang, Holmes, Jason, Liao, Wenxiong, Liu, Chenbin, Zhang, Lian, Feng, Hongying, Wang, Peilong, Elahi, Muhammad Ali, Cai, Hongmin, Sun, Lichao, Li, Quanzheng, Li, Xiang, Liu, Tianming, Shen, Jiajian, Liu, Wei
We present the Radiation Oncology NLP Database (ROND), the first dedicated Natural Language Processing (NLP) dataset for radiation oncology, an important medical specialty that has received limited attention from the NLP community in the past. With t
Externí odkaz:
http://arxiv.org/abs/2401.10995
Autor:
Zhang, Lian, Holmes, Jason M., Liu, Zhengliang, Feng, Hongying, Sio, Terence T., Vargas, Carlos E., Keole, Sameer R., Stützer, Kristin, Li, Sheng, Liu, Tianming, Shen, Jiajian, Wong, William W., Vora, Sujay A., Liu, Wei
Purpose: Prior AI-based dose prediction studies in photon and proton therapy often neglect underlying physics, limiting their generalizability to handle outlier clinical cases, especially for pencil beam scanning proton therapy (PBSPT). Our aim is to
Externí odkaz:
http://arxiv.org/abs/2312.00975
Autor:
Feng, Hongying, Shan, Jie, Vargas, Carlos E., Keole, Sameer R., Rwigema, Jean-Claude M., Yu, Nathan Y., Ding, Yuzhen, Zhang, Lian, Schild, Steven E., Wong, William W., Vora, Sujay A., Shen, JiaJian, Liu, Wei
We propose an oAPT workflow that incorporates all these functionalities and validate its clinical implementation feasibility with prostate patients. AI-based auto-segmentation tool AccuContourTM (Manteia, Xiamen, China) was seamlessly integrated into
Externí odkaz:
http://arxiv.org/abs/2311.00448
Autor:
Yang, Yunze, Gergelis, Kimberly R., Shen, Jiajian, Afzal, Arslan, Mullikin, Trey C., Gao, Robert W., Aziz, Khaled, Shumway, Dean A., Corbin, Kimberly S., Liu, Wei, Mutter, Robert W.
Purpose: To study the effect of proton linear energy transfer (LET) on rib fracture in breast cancer patients treated with pencil-beam scanning proton therapy (PBS) using a novel tool of dose-LET volume histogram (DLVH). Methods: From a prospective r
Externí odkaz:
http://arxiv.org/abs/2310.20527
Autor:
Feng, Hongying, Holmes, Jason M., Vora, Sujay A., Stoker, Joshua B., Bues, Martin, Wong, William W., Sio, Terence S., Foote, Robert L., Patel, Samir H., Shen, Jiajian, Liu, Wei
Purpose: To enhance an in-house graphic-processing-unit (GPU) accelerated virtual particle (VP)-based Monte Carlo (MC) proton dose engine (VPMC) to model aperture blocks in both dose calculation and optimization for pencil beam scanning proton therap
Externí odkaz:
http://arxiv.org/abs/2307.01416
Autor:
Zhang, Lian, Holmes, Jason M., Liu, Zhengliang, Vora, Sujay A., Sio, Terence T., Vargas, Carlos E., Yu, Nathan Y., Keole, Sameer R., Schild, Steven E., Bues, Martin, Li, Sheng, Liu, Tianming, Shen, Jiajian, Wong, William W., Liu, Wei
Purpose: To develop a DL-based PBSPT dose prediction workflow with high accuracy and balanced complexity to support on-line adaptive proton therapy clinical decision and subsequent replanning. Methods: PBSPT plans of 103 prostate cancer patients and
Externí odkaz:
http://arxiv.org/abs/2305.18572