Literature DB >> 29476545

Artificial intelligence will soon change the landscape of medical physics research and practice.

Lei Xing1, Elizabeth A Krupinski2, Jing Cai.   

Abstract

Mesh：

Year:  2018        PMID： 29476545     DOI： 10.1002/mp.12831

Source DB:  PubMed          Journal:  Med Phys        ISSN： 0094-2405            Impact factor:   4.071


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  11 in total

1.  Projection-domain scatter correction for cone beam computed tomography using a residual convolutional neural network.

Authors:  Yusuke Nomura; Qiong Xu; Hiroki Shirato; Shinichi Shimizu; Lei Xing
Journal:  Med Phys       Date:  2019-06-05       Impact factor: 4.071

2.  Self-Attention Convolutional Neural Network for Improved MR Image Reconstruction.

Authors:  Yan Wu; Yajun Ma; Jing Liu; Jiang Du; Lei Xing
Journal:  Inf Sci (N Y)       Date:  2019-04-01       Impact factor: 8.233

Review 3.  Artificial intelligence (AI) and interventional radiotherapy (brachytherapy): state of art and future perspectives.

Authors:  Bruno Fionda; Luca Boldrini; Andrea D'Aviero; Valentina Lancellotta; Maria Antonietta Gambacorta; György Kovács; Stefano Patarnello; Vincenzo Valentini; Luca Tagliaferri
Journal:  J Contemp Brachytherapy       Date:  2020-10-30

4.  Technical Note: More accurate and efficient segmentation of organs-at-risk in radiotherapy with convolutional neural networks cascades.

Authors:  Kuo Men; Huaizhi Geng; Chingyun Cheng; Haoyu Zhong; Mi Huang; Yong Fan; John P Plastaras; Alexander Lin; Ying Xiao
Journal:  Med Phys       Date:  2018-12-07       Impact factor: 4.071

Review 5.  An introduction to deep learning in medical physics: advantages, potential, and challenges.

Authors:  Chenyang Shen; Dan Nguyen; Zhiguo Zhou; Steve B Jiang; Bin Dong; Xun Jia
Journal:  Phys Med Biol       Date:  2020-03-03       Impact factor: 3.609

6.  Deep DoseNet: a deep neural network for accurate dosimetric transformation between different spatial resolutions and/or different dose calculation algorithms for precision radiation therapy.

Authors:  Peng Dong; Lei Xing
Journal:  Phys Med Biol       Date:  2020-02-04       Impact factor: 3.609

7.  Deep learning for intelligent diagnosis in thyroid scintigraphy.

Authors:  Tingting Qiao; Simin Liu; Zhijun Cui; Xiaqing Yu; Haidong Cai; Huijuan Zhang; Ming Sun; Zhongwei Lv; Dan Li
Journal:  J Int Med Res       Date:  2021-01       Impact factor: 1.671

8.  Multi-Organ Omics-Based Prediction for Adaptive Radiation Therapy Eligibility in Nasopharyngeal Carcinoma Patients Undergoing Concurrent Chemoradiotherapy.

Authors:  Sai-Kit Lam; Yuanpeng Zhang; Jiang Zhang; Bing Li; Jia-Chen Sun; Carol Yee-Tung Liu; Pak-Hei Chou; Xinzhi Teng; Zong-Rui Ma; Rui-Yan Ni; Ta Zhou; Tao Peng; Hao-Nan Xiao; Tian Li; Ge Ren; Andy Lai-Yin Cheung; Francis Kar-Ho Lee; Celia Wai-Yi Yip; Kwok-Hung Au; Victor Ho-Fun Lee; Amy Tien-Yee Chang; Lawrence Wing-Chi Chan; Jing Cai
Journal:  Front Oncol       Date:  2022-01-31       Impact factor: 6.244

9.  Obtaining dual-energy computed tomography (CT) information from a single-energy CT image for quantitative imaging analysis of living subjects by using deep learning.

Authors:  Wei Zhao; Tianling Lv; Rena Lee; Yang Chen; Lei Xing
Journal:  Pac Symp Biocomput       Date:  2020

10.  A commentary on the practice of integrated medical curriculum in the interdisciplinary field of medical engineering.

Authors:  Peng Zhang; Liang Ji; Guomin Zhou; Xuan Yao
Journal:  Ann Med       Date:  2022-12       Impact factor: 4.709
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