Vol 12, No 5 (May 2022): Quantitative Imaging in Medicine and Surgery

Website: https://qims.amegroups.com/issue/view/1167

Automated knee cartilage segmentation for heterogeneous clinical MRI using generative adversarial networks with transfer learning. Mingrui Yang, Ceylan Colak, Kishore K. Chundru, Sibaji Gaj, Andreas Nanavati, Morgan H. Jones, Carl S. Winalski, Naveen Subhas, Xiaojuan Li

Quant Imaging Med Surg 2022 PDF Pages: 2620-2633

Left atrial remodelling among Turner syndrome patients: novel insights from non-invasive 3D echocardiography. Mohamed Abd El Rahman, Anna-Maria Jung, Michael Zemlin, Tilman R. Rohrer, Rita Schuck, Felix Sebastian Oberhoffer, Hashim Abdul-Khaliq

Quant Imaging Med Surg 2022  PDF Pages: 2634-2648

Comprehensive quantitative malignant risk prediction of pure grouped amorphous calcifications: clinico-mammographic nomogram. Lijuan Shen, Tingting Jiang, Pengzhou Tang, Huijuan Ge, Chao You, Weijun Peng

Quant Imaging Med Surg 2022  PDF Pages: 2672-2683

Automatic coronary artery calcium scoring on routine chest computed tomography (CT): comparison of a deep learning algorithm and a dedicated calcium scoring CT. Cheng Xu, Heng Guo, Minfeng Xu, Miao Duan, Ming Wang, Peijun Liu, Xinyi Luo, Zhengyu Jin, Hui Liu, Yining Wang

Quant Imaging Med Surg 2022   PDF Pages: 2684-2695

Multiscale confocal photoacoustic dermoscopy to evaluate skin health. Haigang Ma, Zhiyang Wang, Zhongwen Cheng, Guo He, Ting Feng, Chao Zuo, Haixia Qiu

Quant Imaging Med Surg 2022  PDF Pages: 2696-2708

Unstable plaques hide in heavily calcified coronary arteries. Wei-Hua Yin, Hong-Yue Wang, Yang Sun, Xiang-Nan Li, Zhong-Fei Lu, Yun-Qiang An, Zhi-Hui Hou, Jie Zhang, Xin-Shuang Ren, U. Joseph Schoepf, Yan Zhang, Bin Lu

Quant Imaging Med Surg 2022  PDF Pages: 2744-2754

Image restoration of motion artifacts in cardiac arteries and vessels based on a generative adversarial network. Fuquan Deng, Qian Wan, Yingting Zeng, Yanbin Shi, Huiying Wu, Yu Wu, Weifeng Xu, Greta S. P. Mok, Xiaochun Zhang, Zhanli Hu

Quant Imaging Med Surg 2022  PDF Pages: 2755-2766

The influence of a deep learning image reconstruction algorithm on the image quality and auto-analysis of pulmonary nodules at ultra-low dose chest CT: a phantom study. Yue Yao, Baobin Guo, Jianying Li, Quanxin Yang, Xiaohui Li, Lei Deng

Quant Imaging Med Surg 2022  PDF Pages: 2777-2791

A low-cost pathological image digitalization method based on 5 times magnification scanning. Kai Sun, Yanhua Gao, Ting Xie, Xun Wang, Qingqing Yang, Le Chen, Kuansong Wang, Gang Yu

Quant Imaging Med Surg 2022  PDF Pages: 2813-2829

Oncological outcomes of patients with salivary gland cancer treated with surgery and postoperative intensity-modulated radiotherapy: a retrospective cohort study. Shoumei Zang, Meiqin Chen, Huijie Huang, Xinli Zhu, Xinke Li, Danfang Yan, Senxiang Yan

Quant Imaging Med Surg 2022  PDF Pages: 2841-2854

Shear wave elastography using sound touch elastography and supersonic shear imaging for liver measurements: a comparative study. Hongjin Xiang, Wenwu Ling, Lin Ma, Lulu Yang, Tang Lin, Yan Luo

Quant Imaging Med Surg 2022  PDF Pages: 2855-2865

Associations between carotid atherosclerotic plaque characteristics determined by magnetic resonance imaging and improvement of cognition in patients undergoing carotid endarterectomy. Ran Huo, Ying Liu, Huimin Xu, Jin Li, Ruijing Xin, Zhangli Xing, Shasha Deng, Tao Wang, Huishu Yuan, Xihai Zhao

Quant Imaging Med Surg 2022  PDF Pages: 2891-2903

Development and validation of qualitative and quantitative models to predict invasiveness of lung adenocarcinomas manifesting as pure ground-glass nodules based on low-dose computed tomography during lung cancer screening. Jieke Liu, Xi Yang, Yong Li, Hao Xu, Changjiu He, Haomiao Qing, Jing Ren, Peng Zhou

Quant Imaging Med Surg 2022  PDF Pages: 2917-2931

Mitigating the effects of choroidal hyper- and hypo-transmission defects on choroidal vascularity index assessments using optical coherence tomography. Hao Zhou, Jie Lu, Kelly Chen, Yingying Shi, Giovanni Gregori, Philip J. Rosenfeld, Ruikang K. Wang

Quant Imaging Med Surg 2022  PDF Pages: 2932-2946

An efficient fluorescence in situ hybridization (FISH)-based circulating genetically abnormal cells (CACs) identification method based on Multi-scale MobileNet-YOLO-V4. Chao Xu, Yi Zhang, Xianjun Fan, Xingjie Lan, Xin Ye, Tongning Wu

Quant Imaging Med Surg 2022  PDF Pages: 2961-2976

Deep learning reconstruction allows low-dose imaging while maintaining image quality: comparison of deep learning reconstruction and hybrid iterative reconstruction in contrast-enhanced abdominal CT. Akio Tamura, Eisuke Mukaida, Yoshitaka Ota, Iku Nakamura, Kazumasa Arakita, Kunihiro Yoshioka

Quant Imaging Med Surg 2022  PDF Pages: 2977-2984