1

Deep learning based de-overlapping correction of projections from a flat-panel micro array X-ray source: Simulation study

Li X, Huang S, Pan Z, Qin P, Wu W, Qi M, Ma J, Kang S, Chen J, Zhou L, Xu Y, Qin G

Physica Medica，2023, 111: 102607

1120-1797/3.4，三区

2

A transmission measurement-based spectrum estimation method incorporating X-ray tube voltage fluctuation

Pan Z., Li X., Lin G., Qin P., Piao Z., Huang S., Wu W., Qi M, Zhou L, Xu, Y

Quantitative Imaging in Medicine and Surgery，2023, 13(6): 3602zai

2223-4292/2.8，三区

3

Adaptive scatter kernel deconvolution modeling for cone‐beam CT scatter correction via deep reinforcement learning

Piao Z, Deng W, Huang S,Lin G,Qin P, Li X,Wu W,Qi M,Zhou L, Li B,Ma J, Xu Y

Medical Physics，2023;1-15

0094-2405/3.8，三区

4

Feasibility Study of a Cold-cathode Flat-panel X-ray Source with Micro-array Anode Target for Grating Interferometer Computed Tomography

Wangjiang Wu, Mengke Qi, Xiaoye Chen, Yiwen Zhou, Zengxiang Pan, Song Kang, Jiancong Dai, Xiaoying

Zhang, Linghong Zhou, Jun Chen, and Yuan Xu

IEEE Transactions on Nuclear Science，2023，（录用）

0018-9499/1.8.一区

5

A correlated sampling-based Monte Carlo simulation for fast CBCT iterative scatter correction

Qin P, Lin G, Li X, Piao Z, Huang S, Wu W, Qi M, Ma J, Zhou L, Xu Y

Medical Physics，2023; 50:1466–1480.

0094-2405/3.8，三区

6

Simultaneous dose distribution and fluence prediction for nasopharyngeal carcinoma IMRT

Yongbao Li, Wenwen Cai, Fan Xiao, Xuanru Zhou, Jiajun Cai, Linghong Zhou, Wen Dou* and Ting Song*

Radiation Oncology, 2023,18:110.

1748-717X/3.6,二区

7

A predicted three-dimensional dose sequence based treatment planning optimization method for gynecologic IMRT

Qiyuan Jia, Chuancheng Zheng, Yongbao Li, Futong Guo, Linghong Zhou*,Ting Song*

Medical Engineering and Physics, 2023, 118:104011

1350-4533/2.2,三区

8

Multimodality MRI synchronous construction based deep learning framework for MRI-guided radiotherapy synthetic CT generation

Xuanru Zhou, WenwenCai, Jiajun Cai, Fan Xiao, Mengke Qi, Jiawen Liu, Linghong Zhou, Yongbao Li*, Ting Song*

Computers in Biology and Medicine, 2023, 162:107054

0010-4825/7.8,一区

9

Cross-engine transformation-based fast dose calculation for MRI-Linac online treatment planning

Ting Song, Linghong Zhou*, Yongbao Li*

Medical Physics, 2023, 50(4):2429-2437

0094-2405/4.5,三区

10

基于深度学习三维剂量分布的头颈部肿瘤远处转移预测研究

蔡家俊, 李永宝*，肖帆，亓孟科，陆星宇，周凌宏，宋婷*

中华放射肿瘤学杂志，2023,32(5):422-429

11

Two Monte Carlo-based Simulators for Imaging System Modeling and Projection Simulation of

Flat-Panel X-ray Source

Mengke Qi, Ting He, Yiwen Zhou, Jing Kang, Zengxiang Pan, Song Kang, Wangjiang Wu, Jun Chen, Linghong Zhou*, and Yuan Xu

Nuclear Science and techniques, 2023 (Accepted)

1001-8042/

2.8, 一区

12

Artificial intelligence-based models enabling accurate diagnosis of ovarian cancer using laboratory tests in China: a multicentre, retrospective cohort study

Guangyao Cai, Fangjun Huang, Yue Gao, Xiao Li, Jianhua Chi, Jincheng Xie, Linghong Zhou, Yanling Feng, He Huang, Ting Deng, Yun Zhou, Chuyao Zhang, Xiaolin Luo, Xing Xie, Qinglei Gao, Xin Zhen, Jihong Liu

Lancet Digital Health (2024)

一区

13

Automatic IMRT treatment planning through fluence prediction and plan fine-tuning for nasopharyngeal carcinoma

Wenwen Cai,Shouliang Ding,Linghong Zhou,Ting Song, Yongbao Li

Radiation Oncology, (2024).

1748-717X/3.6,二区

14

PND-Net: Physics-inspired Non-local Dual-domain Network for Metal Artifact Reduction

Jinqiu Xia, Yiwen Zhou, Wenxin Deng, Jing Kang, Wangjiang Wu, Mengke Qi,

Linghong Zhou, Jianhui Ma and Yuan Xu

IEEE Transactions on Medical Imaging(2024年)

0278-0062/10.6, 一区

1

TransDose: a transformer-based UNet model for fast and accurate dose calculation for MR-LINACs

Fan Xiao, Jiajun Cai, Xuanru Zhou, Linghong Zhou, Ting Song*, Yongbao Li*

Physics in Medicine and Biology, 2022, 67(12): 125013

2区

2

Multi-sequence MR generated sCT is promising for HNC MR-only RT: a comprehensive evaluation of previously developed sCT generation networks

Mengke Qi#, Yongbao Li#, Aiqian Wu, Xingyu Lu, Linghong Zhou*, Ting Song*

Medical Physics, 2022, 49(4): 492150-2158

3区

3

Deep learning-based 3D in vivo dose reconstruction with EPID for MR-LINACs: A proof of concept study

Yongbao Li#, Fan Xiao#, Biaoshui Liu, Mengke Qi, Xingyu Lu, Jiajun Cai, Linghong Zhou*, Ting Song*

Physics in Medicine and Biology, 2021, 66(23): 235011

2区

4

Cross-engine transformation based fast dose calculation for MRI-Linac online treatment planning

Ting Song, Linghong Zhou*, Yongbao Li*

Medical Physics,已接收

3区

5

A correlated sampling-based Monte Carlo simulation for fast CBCT iterative scatter correction

Peishan Qin, Guoqin Lin, Xu Li, Zun Piao, Shuang Huang, WangJiang Wu, Mengke Qi, Jianhui Ma, Linghong Zhou*, and Yuan Xu*

Medical Physics，已接收

3区

6

基于迭代更新模型的鼻咽癌自动计划质量研究

王艺璇; 朱金汉; 张丹丹; 邓小武; 周凌宏

中国医学物理学杂志, 2022-02-25

7

基于实时状态电流的数字诊疗设备运行状况监测系统及其应用研究

廖伟光;周凌宏;陈宏文

中国医疗设备,2022-02-10

1

Multi-criterion decision making-based multi-channel hierarchical fusion of digital breast tomosynthesis and digital mammography for breast mass discrimination

Wang, Linjing; He, Qiang; Wang, Xuetao; Song, Ting; Li, Xin; Zhang, Shuxu; Qin, Genggeng; Chen, Weiguo; Zhou, Linghong; Zhen, Xin

Knowledge-Based Systems, 2021, 228: 107303.

一区，IF=8.038

2

A prior image constraint robust principal component analysis reconstruction method for sparse segmental multi-energy computed tomography

Li, Bin; Luo, Ning; Zhong, Anni; Li, Yongbao; Chen, Along; Zhou, Linghong; Xu, Yuan

Quantitative Imaging in Medicine and Surgery, 2021, 11(9):4097-4114.

三区，IF=3.837

3

Knowledge-based self-calibration method of calibration phantom by and for accurate robot-based CT imaging systems

Duan, Xiaoman; Cai, Jiangze; Ling, Qingqing; Huang, Yanchao; Qi, Hongliang; Chen, Yusi; Zhou, Linghong; Xu, Yuan

Knowledge-Based Systems, 2021, 229: 107343

一区，IF=8.038

4

Deep learning-based 3D in vivo dose reconstruction with an electronic portal imaging device for magnetic resonance-linear accelerators: a proof of concept study

Li, Yongbao; Xiao, Fan; Liu, Biaoshui; Qi, Mengke; Lu, Xingyu; Cai, Jiajun; Zhou, Linghong; Song, Ting

Physics in Medicine and  Biology, 2021, 66(23): 235011

二区，IF=3.609

5

Monte Carlo simulation fused with target distribution modeling via deep reinforcement learning for automatic high-efficiency photon distribution estimation

Jianhui Ma; Zun Piao; Shuang Huang; Xiaoman Duan; Genggeng Qin; Linghong Zhou; Yuan Xu

Photonics Research, 2021, 9(3):0001-0012

一区，IF=7.080

6

A Feasibility Study on Deep Learning-Based Individualized 3D Dose Distribution Prediction.

Jianhui Ma, Dan Nguyen, Ti Bai, Michael Folkerts, Xun Jia, Weiguo Lu, Linghong Zhou, Steve Jiang

Medical Physics, 2021, 48(8), 4438-4447

三区，IF=4.071

7

A Feasibility Study for Deep Learning-Based Efficient Monte Carlo Dose Calculation Method in Radiotherapy

Lu, X.; Li, Y.; Mengke, Q.; Zhou, L.; Song, T

Medical Physics, 2021, 48(6)

三区，IF=4.071

8

Association of the collagen score with anastomotic leakage in rectal cancer patients after neoadjuvant chemoradiotherapy.

Wei Jiang, Mingyuan Feng, Jixiang Zheng, Guangxing Wang, Shuoyu Xu, Linghong Zhou, Shuangmu Zhuo, Jun Yan

Surgery, 2021, 170(5):1331-1341

二区，IF=3.982

9

平板X射线源重叠投影的线性迭代重建

黄斯伟; 黄杰星; 马健晖; 陈军; 徐圆; 周凌宏

核电子学与探测技术，2021,41(01):82-86

10

基于不同感受野的鼻咽癌靶区和危及器官自动分割网络研究

刘裕良; 李永宝; 亓孟科; 吴艾茜; 陆星宇; 宋婷; 周凌宏

中华放射肿瘤学杂志，  2021,  30(5): 468-474

12

几何标定模体与成像物同步扫描的自由轨迹锥束计算机断层扫描成像方法

蔡江泽; 段晓曼; 齐宏亮; 陈宇思; 马健晖; 周凌宏; 徐圆

生物医学工程学杂志，  2021, 38(5): 951-959

1

Dosiomics improves prediction of locoregional recurrence for intensity modulated radiotherapy treated head and neck cancer cases

Aiqian Wu#, Yongbao Li#, Mengke Qi#, Xingyu Lu, Qiyuan Jia, Futong Guo, Zhenhui Dai,Yuliang Liu, Chaomin Chen*, Linghong Zhou*, Ting Song*

Oral Oncology, 2020, 104:104625.

一区，IF=3.979

2

Multi-sequence MR image-based synthetic CT generation using  a  generative adversarial network for head and neck MRI-only  radiotherapy

Mengke Qi#, Yongbao Li#, Aaiqian Wu#, Qiyuan Jia, Bin Li, Wenzhao Sun, Zhenhui Dai, Xingyu Lu, Linghong Zhou*, Xxiaowu Deng* and Ting Song*

Medical Physics, 2020, 47(4):1880-1894.

三区，

IF=3.317

3

Region-specific three-dimensional dose distribution prediction: a feasibility study on prostate VMAT cases

Mengke Qi#, Yongbao Li#, Aaiqian Wu#, Qiyuan Jia, Futong Guo, Xingyu Lu, Fantu Kong, Yanhua Mai, Linghong Zhou* and Ting Song*

Journal of Radiation Research and Applied Sciences, 2020, 13(1): 485-495

三区，

IF=1.804

4

Robustness comparative study of dose–volume– histogram prediction models for knowledge-based radiotherapy treatment planning

Aiqian Wu#, Yongbao Li#, Mengke Qi#, Qiyuan Jia, Futong Guo, Xingyu Lu, Linghong Zhou* and Ting Song*

Journal of Radiation Research and Applied Sciences, 2020, 13(1): 390-397.

三区， IF=1.804

5

Monte Carlo simulation fused with target distribution modeling via deep reinforcement learning for automatic high-efficiency photon distribution estimation

Jianhui Ma, Zun Piao, Shuang Huang, Xiaoman Duan, Genggeng Qin, Linghong Zhou*, Yuan Xu*

Photonics Research, 2021, 9(3): B45-B56.

一区

IF=6.099

6

Scatter correction based on adaptive photon path-based Monte Carlo simulation method in Multi-GPU platform

Yangmei Zhang#, Yusi Chen#, Anni Zhong, Xun Jia, Shuyu Wu, Hongliang Qi, Linghong Zhou*, Yuan Xu*

Computer Methods and Programs in Biomedicine, 2020, 194:105487.

二区，

IF=3.632

7

Rectum Protection by Rectal Gel Injection in Cervical Cancer Brachytherapy: A Dosimetric Study via Deformable Surface Dose Accumulation and MachineLearning-Based Discriminative Modeling

Xuetao Wang#, Bailin Zhang#, Qiang He#, Yilin Kong, Zhenhui Dai, Haoyu Meng, Fangjun Huang, Shengfeng Zhang, Yuanhu Zhu, Xiang Tan, Xin Zhen*

Frontiers in Oncology, 2021, 11:657208.

二区，

IF=4.848

8

A hierarchical fusion framework to integrate homogeneous and heterogeneous classifiers for medical decision-making

Linjing Wang#, Tianlan Mo#, Xuetao Wang#, Wentao Chen, Qiang He, Xin Li, Shuxu Zhang, Ruimeng Yang, Jialiang Wu, Xuejun Gu, Jun Wei, Peiliang Xie, Linghong Zhou*, Xin Zhen*

Knowledge-Based systems, 2021, 212: 106517.

二区，

IF=5.921

9

Multi-path synergic fusion deep neural network framework for breast mass classifcation using digital breast tomosynthesis

Linjing Wang#, Chao Zheng#, Wentao Chen#, Qiang He, Xin Li, Shuxu Zhang, Genggeng Qin,

Weiguo Chen, Jun Wei, Peiliang Xie, Linghong Zhou, Xuetao Wang*, Xin Zhen*

Physics in Medicine & Biology, 2020, 65(23):235045.

三区，

IF=2.883

10

Feasibility study of a multi-criteria decision-making based hierarchical model for multi-modality feature and multi-classifier fusion: Applications in medical prognosis prediction

Qiang He, Xin Li, D.W. Nathan Kim, Xun Jia, Xuejun Gu, Xin Zhen*, Linghong Zhou*

Information Fusion, 2020, 55:207–219.

一区，

IF=13.669

11

Digital breast tomosynthesis versus digital mammography: integration of image modalities enhances deep learning-based breast mass classification

Xin Li#, Genggeng Qin#, Qiang He, Lei Sun, Hui Zeng, Zilong He, Weiguo Chen, Xin Zhen*, Linghong Zhou*

European Radiology, 2020, 30(2):778–788.

二区，

IF=4.101

12

基于生成对抗网络的鼻咽癌患者伪CT合成方法研究

亓孟科，李永宝，吴艾茜，郭芙彤，贾启源，宋婷*，周凌宏*

中华放射肿瘤学杂志， 2020, 29(04):267-272.

13

三种智慧放疗计划预测模型的性能评价

吴艾茜，李永宝，亓孟科，贾启源，郭芙彤，陆星宇，刘裕良，周凌宏，宋婷*，陈超敏*

中华放射肿瘤学杂志，2020，29(5):363-368.

1

Digital breast tomosynthesis versus digital mammography: integration of image modalities enhances deep learning-based breast mass classification

Xin Li, Genggeng Qin, Qiang He, Lei

Sun, Hui Zeng, Zilong He, Weiguo Chen,

Xin Zhen & Linghong Zhou

European Radiology 2020.02. 30(2) 30:778-788. 二区，IF=4.101

二区：IF：4.101

2

OAR Dose Distribution Prediction and gEUD Based Automatic Treatment Planning Optimization for Intensity Modulated Radiotherapy

Q. Jia#, Y. Li#, A. Wu#, F. Guo, M. Qi, Y. Mai, F. Kong, X. Zhen*, L. Zhou*, T. Song*

IEEE Access 2019,7：141426-141437

二区，IF=3.745

3

Metropolis Monte Carlo simulation scheme for fast scattered X-ray photon calculation in CT

Xu Y, Chen Y, Tian Z, Jia X, Zhou L

Optical Express, 2019.01, 27(2): 1262-1275二区，IF=3.669

二区，IF=3.669

4

Matching corresponding Regions of interest on cranio-caudal and medio-lateral oblique view Mammograms

Duan X, Qin G, Ling Q, Wang S, Xu Z, Zeng H, Chen W, Zhou L, Xu Y

IEEE Access, 2019(7),31586-31597

二区，IF=3.745

5

Postoperative glioma segmentation in CT image using deep feature fusion model guided by multi-sequence MRIs

Fan Tang, Shujun Liang, Tao Zhong, Xia Huang, Xiaogang Deng, Yu Zhang, Linghong Zhou.

European Radiology， 2019.10, 30: 823–832二区，IF=4.101

二区, IF：4.101