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Vol 13, No 6 (June 01, 2023): Quantitative Imaging in Medicine and Surgery

Original Article

Biostatistical evaluation of the effectiveness of fetal ultrasound diagnostics with application of new uncertainty factor and difficulty factor in cases of craniofacial malformations—gray zone in biostatistics for imaging procedures. Artur Beke, Fanni Rebeka Eros

Predicting isocitrate dehydrogenase genotype, histological phenotype, and Ki-67 expression level in diffuse gliomas with an advanced contrast analysis of magnetic resonance imaging sequences. Yuanyuan Cui, Yixuan Dang, Hao Zhang, Hong Peng, Jun Zhang, Jinhang Li, Peiyi Shen, Cuiping Mao, Lin Ma, Liang Zhang

Vulnerable carotid plaque characteristics on magnetic resonance vessel wall imaging: potential predictors for hemodynamic instability during carotid artery stenting. Chao Jiang, Qi Meng, Keqiang Zhao, Hongliang Zhao, Zhuozhao Zheng, Weiwei Wu, Xihai Zhao

Diagnosing sentinel lymph node metastasis of T1/T2 breast cancer with conventional ultrasound combined with double contrast-enhanced ultrasound: a preliminary study. Yan Zheng, Jie Sun, Lin Zhu, Meng-Shang Hu, Li-Zhu Hou, Jian-Xia Liu, Feng-Lin Dong

Well-controlled versus poorly controlled diabetes in patients with obesity: differences in MRI-evaluated pancreatic fat content. Xin Yu, Yan-Hao Huang, You-Zhen Feng, Zhong-Yuan Cheng, Xiang-Ran Cai

Cartilage morphometry and magnetic susceptibility measurement for knee osteoarthritis with automatic cartilage segmentation. Qi Zhang, Jiaolun Geng, Ming Zhang, Tianyou Kan, Liao Wang, Songtao Ai, Hongjiang Wei, Lichi Zhang, Chenglei Liu

Whole slide imaging-based deep learning to predict the treatment response of patients with non-small cell lung cancer. Yuteng Pan, Wei Sheng, Liting Shi, Di Jing, Wei Jiang, Jyh-Cheng Chen, Haiyan Wang, Jianfeng Qiu

Angiography-based index of microcirculatory resistance (AccuIMR) for the assessment of microvascular dysfunction in acute coronary syndrome and chronic coronary syndrome. Yongzhen Fan, Chenguang Li, Yumeng Hu, Xiaorong Hu, Shuang Wang, Jingsong He, Xiaochang Leng, Jianping Xiang, Zhibing Lu

Deep learning for the prediction of residual tumor after radiotherapy and treatment decision-making in patients with nasopharyngeal carcinoma based on magnetic resonance imaging. Hong-Li Hua, Song Li, Huan Huang, Yong-Fa Zheng, Fen Li, Sheng-Lan Li, Yu-Qin Deng, Ze-Zhang Tao

Deep learning-assisted knee osteoarthritis automatic grading on plain radiographs: the value of multiview X-ray images and prior knowledge. Wei Li, Zhongli Xiao, Jin Liu, Jiaxin Feng, Dantian Zhu, Jianwei Liao, Wenjun Yu, Baoxin Qian, Xiaojun Chen, Yijie Fang, Shaolin Li

A scoring diagnostic system based on biparametric ultrasound features for prostate cancer risk assessment. Xiu Liu, Hang Zhou, Xinzhi Xu, Ying Li, Ruixia Hong, Kaifeng Huang, Hao Shi, Fang Li

Comparative study of the quantitative accuracy of oncological PET imaging based on deep learning methods. Yiyi Hu, Doudou Lv, Shaojie Jian, Limin Lang, Caozhe Cui, Meng Liang, Liwei Song, Sijin Li, Zhifang Wu

Comparison of the diagnostic performance and clinical role of different ultrasound-based thyroid malignancy risk stratification systems for medullary thyroid carcinoma. Liu Jiang, Hai-Bin Zhu, Zhen-Wei Liang, Lei Chen, Xiu-Ming Sun, Yu-Hong Shao, Lu-Zeng Chen

Diagnostic performance and safety of percutaneous fine-needle aspiration immediately before microwave ablation for pulmonary ground-glass nodules. Jin-Zhao Peng, Zhi-Xin Bie, Yuan-Ming Li, Bin Li, Run-Qi Guo, Cheng-En Wang, Sheng Xu, Xiao-Guang Li

Using 2D/3D ultrasound observation of endometrial thickness, endometrial volume, and blood flow changes to predict the outcome of frozen embryo transfer cycles: a prospective study. Yan Liu, Qingxiong Yue, Lei Wang, Meixian Wang, Ying Huang

Development of a magnetic resonance imaging-derived radiomics model to predict microvascular invasion in patients with hepatocellular carcinoma. Jianping Liu, Dongliang Cheng, Yuting Liao, Chun Luo, Qiucheng Lei, Xin Zhang, Luyi Wang, Zhibo Wen, Mingyong Gao

Diagnostic and prognostic performance of renal compartment volume and the apparent diffusion coefficient obtained from magnetic resonance imaging in mild, moderate and severe diabetic kidney disease. Kaixuan Zhao, Sheng Li, Yan Liu, Qiuling Li, Huan Lin, Zhigang Wu, Erdmann Seeliger, Thoralf Niendorf, Zaiyi Liu, Wenjian Wang

Schmorl’s node of primarily developmental cause and Schmorl’s node of primarily acquired cause: two related yet different entities. Yì Xiáng J. Wáng.

https://qims.amegroups.com/issue/view/1303

Vol 13, No 5 (May 01, 2023): Quantitative Imaging in Medicine and Surgery

Automatic bolus tracking in abdominal CT scans with convolutional neural networks. Angela T. Li, Peter B. Noël, Nadav Shapira

Deep-learning-based biomarker of spinal cartilage endplate health using ultra-short echo time magnetic resonance imaging. Noah B. Bonnheim, Linshanshan Wang, Ann A. Lazar, Ravi Chachad, Jiamin Zhou, Xiaojie Guo, Conor O’Neill, Joel Castellanos, Jiang Du, Hyungseok Jang, Roland Krug, Aaron J. Fields

Impact of tumour region of interest delineation method for mid-treatment FDG-PET response prediction in head and neck squamous cell carcinoma undergoing radiotherapy. Yuvnik Trada, Peter Lin, Mark T. Lee, Michael G. Jameson, Phillip Chlap, Paul Keall, Daniel Moses, Allan Fowler

Robust multi-view approaches for retinal layer segmentation in glaucoma patients via transfer learning. Mateo Gende, Joaquim de Moura, José Ignacio Fernández-Vigo, José María Martínez-de-la-Casa, Julián García-Feijóo, Jorge Novo, Marcos Ortega

Identification of heart failure with preserved ejection fraction in patients with hypertension: a left atrial myocardial strain cardiac magnetic resonance study. Jinyang Wen, Xin Zhang, Shuhao Li, Xinwei Tao, Qimin Fang, Shuli Zhou, Liming Xia, Lianggeng Gong

Ex vivo magnetic resonance elastography of the small bowel in Crohn’s disease. Florian N. Loch, Carsten Kamphues, Katharina Beyer, Christian Schineis, Patrick Asbach, Rolf Reiter, Ingolf Sack, Jürgen Braun

Prevalence of incidental thyroid abnormalities in patients with degenerative cervical spondylosis: a retrospective cross-sectional magnetic resonance imaging study. Zi-Wen Yan, Dong-Ya Li, Wang-Yi Jin, Chao-Ran Huang, Sheng Pan, Da-Lin Peng, Xing-Chen Zhang, Yong Pang, Kai-Jin Guo, Xin Zheng

Validation of an automated technique for quantification of pulmonary perfusion territories using computed tomography angiography. Yixiao Zhao, Shant Malkasian, Logan Hubbard, Sabee Molloi

Respiratory and cardiac motion correction in positron emission tomography using elastic motion approach for simultaneous abdomen and thorax positron emission tomography-magnetic resonance imaging. Adam Farag, Joshua Schaefferkoetter, Andres Kohan, Inki Hong, Judson Jones, Teodor Stanescu, Kate Hanneman, Gonzalo Sapisochin, Ivan Yeung, Ur Metser, Patrick Veit-Haibach

Qualitative and quantitative superb vascular imaging in the diagnosis of thyroid nodules ≤10 mm based on the Chinese Thyroid Imaging Reporting and Data System 4 (C-TIRADS 4). Xinlong Shi, Ruifeng Liu, Yu Xia, Luying Gao, Wa Da, Xiaoyi Li, Quan Liao, Chunhao Liu, Cheng Chen, Liyuan Ma, Jiang Ji, Aonan Pan, Yuxin Jiang

Development and acceptability validation of a deep learning-based tool for whole-prostate segmentation on multiparametric MRI: a multicenter study. Lili Xu, Gumuyang Zhang, Daming Zhang, Jiahui Zhang, Xiaoxiao Zhang, Xin Bai, Li Chen, Ru Jin, Li Mao, Xiuli Li, Hao Sun, Zhengyu Jin

Maximum velocity projections within 30 seconds: a combination of real-time three-directional flow MRI and cross-sectional volume coverage. Jost M. Kollmeier, Oleksandr Kalentev, Maaike van Zalk, Dirk Voit, Jens Frahm