Vol 14, No 8 (August 01, 2024): Quantitative Imaging in Medicine and Surgery

https://qims.amegroups.org/issue/view/1429

Original Article

Independent evaluation of the accuracy of 5 artificial intelligence software for detecting lung nodules on chest X-rays

Kirill Arzamasov, Yuriy Vasilev, Maria Zelenova, Lev Pestrenin, Yulia Busygina, Tatiana Bobrovskaya, Sergey Chetverikov, David Shikhmuradov, Andrey Pankratov, Yury Kirpichev, Valentin Sinitsyn, Irina Son, Olga Omelyanskaya

PDF Pages: 5288-5303

Precise and efficient measurement of tibial slope on magnetic resonance imaging (MRI): two novel autonomous pipelines by traditional and deep learning algorithms

Shi Qiu, Yaoting Wang, Gengyan Xing, Qiumei Pu, Zhe Zhao, Lina Zhao

PDF Pages: 5304-5320

Deep learning-based quantitative morphological study of anteroposterior digital radiographs of the lumbar spine

Zhizhen Chen, Wenqi Wang, Xiaofei Chen, Fuwen Dong, Guohua Cheng, Linyang He, Chunyu Ma, Hongyan Yao, Sheng Zhou

PDF Pages: 5385-5395

Repeatability and reproducibility of deep learning features for lung adenocarcinoma subtypes with nodules less than 10 mm in size: a multicenter thin-slice computed tomography phantom and clinical validation study

Yi Zhan, Renxiang Dai, Fangyun Li, Zenghui Cheng, Yaoyao Zhuo, Fei Shan, Lingxiao Zhou

PDF Pages: 5396-5407

Deep learning-based detection of primary bone tumors around the knee joint on radiographs: a multicenter study

Danyang Xu, Bing Li, Weixiang Liu, Dan Wei, Xiaowu Long, Tanyu Huang, Hongxin Lin, Kangyang Cao, Shaonan Zhong, Jingjing Shao, Bingsheng Huang, Xian-Fen Diao, Zhenhua Gao

PDF Pages: 5420-5433

A mutual reconstruction network model for few-shot classification of histological images: addressing interclass similarity and intraclass diversity

Xiangbo Li, Yinghui Zhang, Fengxiang Ge

PDF Pages: 5443-5459

The value of synthetic magnetic resonance imaging in the diagnosis and assessment of prostate cancer aggressiveness

Zhongxiu Gao, Xinchen Xu, Han Sun, Tiannv Li, Wei Ding, Ying Duan, Lijun Tang, Yingying Gu

PDF Pages: 5473-5489

Evaluation of microstructural brain changes in post-coronavirus disease 2019 (COVID-19) patients with neurological symptoms: a cross-sectional study

Ibrahim Ibrahim, Antonín Škoch, Monika Dezortová, Theodor Adla, Vlasta Flusserová, Markéta Nagy, Irena Douchová, Martina Fialová, Vanda Filová, Dita Pajuelo, Markéta Ibrahimová, Jaroslav Tintěra

PDF Pages: 5499-5512

Fully automated classification of pulmonary nodules in positron emission tomography-computed tomography imaging using a two-stage multimodal learning approach

Tongtong Li, Junfeng Mao, Jiandong Yu, Ziyang Zhao, Miao Chen, Zhijun Yao, Lei Fang, Bin Hu

PDF Pages: 5526-5540

Application of the Kaiser score on contrast-enhanced mammography in the differential diagnosis of breast lesions: comparison with breast magnetic resonance imaging

Xiaocui Rong, Yihe Kang, Yanan Li, Jing Xue, Zhigang Li, Guang Yang

PDF Pages: 5541-5554

Weakly supervised low-dose computed tomography denoising based on generative adversarial networks

Peixi Liao, Xucan Zhang, Yaoyao Wu, Hu Chen, Wenchao Du, Hong Liu, Hongyu Yang, Yi Zhang

PDF Pages: 5571-5590

The value of radiomics features of the spleen as surrogates for differentiating subtypes of common pediatric lymphomas

Jiajun Si, Haoru Wang, Mingye Xie, Yanlin Yang, Jun Li, Fang Wang, Xin Chen, Ling He

PDF Pages: 5630-5641

Multiparametric simultaneous hybrid 18F-fluorodeoxyglucose positron emission tomography/magnetic resonance imaging (18F-FDG PET/MRI) incorporating intratumoral and peritumoral regions for grading of glioma

Ping Liu, Yu-Ping Zeng, Hong Qu, Wan-Yi Zheng, Tian-Xing Zhou, Li-Feng Hang, Gui-Hua Jiang

PDF Pages: 5665-5681

Assessment of perioperative cardiac risk using preoperative quantitative flow ratio in patients with coronary artery disease undergoing noncardiac surgery: a retrospective cohort study

Ken Lin, Yimin Zhou, Weicheng Ni, Kun Guo, Yuanmiao Li, Jiayu Ke, Ling Cheng, Qingwei Ni, Sanling Shi, Yucheng Lu, Lingyue Sun, Hao Zhou

PDF Pages: 5682-5700

Performance assessment of an artificial intelligence-based coronary artery calcium scoring algorithm in non-gated chest CT scans of different slice thickness

Kejie Yin, Wenping Chen, Guochu Qin, Jing Liang, Xue Bao, Hongming Yu, Hui Li, Jianhua Xu, Xingbiao Chen, Yujie Wang, Rock H. Savage, U. Joseph Schoepf, Dan Mu, Bing Zhang

PDF Pages: 5708-5720

Diagnostic efficacy of the contrast-enhanced ultrasound thyroid imaging reporting and data system classification for benign and malignant thyroid nodules

Yu-Ping Yang, Guo-Li Zhang, Hong-Lian Zhou, Hai-Xia Dai, Xing Huang, Li-Juan Liu, Jun Xie, Jie-Xin Wang, Hua-Juan Li, Xin Liang, Qian Yuan, Yan-Hao Zeng, Xiao-Hong Xu

PDF Pages: 5721-5736

Deep learning models for rapid discrimination of high-grade gliomas from solitary brain metastases using multi-plane T1-weighted contrast-enhanced (T1CE) images

Zicheng Xiong, Jun Qiu, Quan Liang, Jingcheng Jiang, Kai Zhao, Hui Chang, Cheng Lv, Wanjun Zhang, Boyuan Li, Jingbo Ye, Shangbo Li, Shuo Peng, Changrong Sun, Shengbo Chen, Dazhi Long, Xujun Shu

PDF Pages: 5762-5773

Comparison of the diagnostic performance of contrast-enhanced ultrasound and high-resolution magnetic resonance imaging in the evaluation of histologically defined vulnerable carotid plaque: a systematic review and meta-analysis

Chao Hou, Ji-Qing Xuan, Li Zhao, Ming-Xing Li, Wen He, Hui Liu

PDF Pages: 5814-5830

Automatic measurement of anatomical parameters of the lumbar vertebral body and the intervertebral disc on radiographs by deep learning

Hongyan Yao, Zhihong Zhang, Guohua Cheng, Xiaofei Chen, Linyang He, Wenqi Wang, Sheng Zhou, Ping Wang

PDF Pages: 5877-5890

Assessment of body compositions in the prediction of metabolic syndrome in adults

Bowen Hou, Yitong Li, Chanyuan Liu, Yao Zhang, Donglin Wen, Xiaoming Li

PDF Pages: 5891-5901

Bone age assessment by multi-granularity and multi-attention feature encoding

Bowen Liu, Yulin Huang, Shaowei Li, Jinshui He, Dongxu Zhang

PDF Pages: 5902-5914

Deep-learning radiomics based on ultrasound can objectively evaluate thyroid nodules and assist in improving the diagnostic level of ultrasound physicians

Hai Du, Feng Chen, Hao Li, Kaifeng Wang, Jian Zhang, Jian Meng, Huiwen Li, Xia Xu, Junpu Qu, Rong Wu, Jing Li, Meilan Zhang, Fengxiang Zhang, Xuelin Zhu

PDF Pages: 5932-5945

The relationship between intracranial atherosclerosis and white matter hyperintensity in ischemic stroke patients: a retrospective cross-sectional study using high-resolution magnetic resonance vessel wall imaging

Meng Li, Xiaowei Song, Qiao Wei, Jian Wu, Shi Wang, Xueyu Liu, Cong Guo, Qian Gao, Xuan Zhou, Yanan Niu, Xuanzhu Guo, Xihai Zhao, Liping Chen

PDF Pages: 6002-6014

Effects of long-term running on the structure and biochemical composition of knee cartilage in males: a cross-sectional study

Yanjing Zhang, Yi Huang, Li Zhang, Wanzhen Yao, Siyu Dai, Yong Chen, Tung-Chih Chu, Jianping Ding, Jie Liu

PDF Pages: 6036-6047

Review Article

Stages of benign thyroid nodules: principles and ultrasound signs

Andrey Valerievich Ushakov

PDF Pages: 6108-6122

Imaging diagnostics of pulmonary ground-glass nodules: a narrative review with current status and future directions

Wenting Luo, Yifei Ren, Yinuo Liu, Jun Deng, Xiaoning Huang

PDF Pages: 6123-6146

Mini-Review

Pulmonary artery aneurysm: computed tomography (CT) imaging findings and diagnosis

Chao Bu, Mengdi Zhang, Qihua Sun, Hanxi Zhang, Jing Luo, Qingyu Liu, Zhonghua Sun, Yu Li

PDF Pages: 6147-6160