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  1. To develop and validate a quantitative computed tomography (QCT) based radiomics model for discriminating osteoporosis and osteopenia.

    Authors: Qianrong Xie, Yue Chen, Yimei Hu, Fanwei Zeng, Pingxi Wang, Lin Xu, Jianhong Wu, Jie Li, Jing Zhu, Ming Xiang and Fanxin Zeng
    Citation: BMC Medical Imaging 2022 22:140
  2. To assess the value of whole-lesion apparent diffusion coefficient (ADC) histogram analysis in differentiating stage IA endometrial carcinoma (EC) from benign endometrial lesions (BELs) and characterizing hist...

    Authors: Jieying Zhang, Xiaoduo Yu, Xiaomiao Zhang, Shuang Chen, Yan Song, Lizhi Xie, Yan Chen and Han Ouyang
    Citation: BMC Medical Imaging 2022 22:139
  3. Low back pain (LBP) is one of the most serious public health problem globally with substantial socioeconomic implications. Degenerative disc disease is an important cause of LBP in the elderly. Magnetic resona...

    Authors: Yonathan Gebrewold and Bati Tesfaye
    Citation: BMC Medical Imaging 2022 22:138
  4. Genotype status of glioma have important significance to clinical treatment and prognosis. At present, there are few studies on the prediction of multiple genotype status in glioma by method of multi-sequence ...

    Authors: Jinlong He, Jialiang Ren, Guangming Niu, Aishi Liu, Qiong Wu, Shenghui Xie, Xueying Ma, Bo Li, Peng Wang, Jing Shen, Jianlin Wu and Yang Gao
    Citation: BMC Medical Imaging 2022 22:137
  5. Altered neural activity based on the fractional amplitude of low-frequency fluctuations (fALFF) has been reported in patients with diabetes. However, whether fALFF can differentiate healthy controls from diabe...

    Authors: Sheng-Min Huang, Chun-Yi Wu, Yu-Hsin Lin, Hsin-Hua Hsieh, Hui-Chieh Yang, Shao-Chieh Chiu and Shin-Lei Peng
    Citation: BMC Medical Imaging 2022 22:136
  6. To construct a noninvasive radiomics model for evaluating the pathological degree and an individualized treatment strategy for patients with the manifestation of ground glass nodules (GGNs) on CT images.

    Authors: Ziyang Yu, Chenxi Xu, Ying Zhang and Fengying Ji
    Citation: BMC Medical Imaging 2022 22:133
  7. Diffusion-weighted imaging (DWI) has become an important tool for the detection of cholesteatoma. The purpose of this study was to explore the value of 2D BLADE turbo gradient- and spin-echo imaging (TGSE BLAD...

    Authors: Mengyan Lin, Yue Geng, Yan Sha, Zhongshuai Zhang and Kun Zhou
    Citation: BMC Medical Imaging 2022 22:132
  8. To investigate the value of contrast-enhanced computed tomography (CECT) radiomics features in predicting the efficacy of epirubicin combined with ifosfamide in patients with pulmonary metastases from soft tis...

    Authors: Lei Miao, Shu-Tao Ma, Xu Jiang, Huan-Huan Zhang, Yan-Mei Wang and Meng Li
    Citation: BMC Medical Imaging 2022 22:131
  9. Cervical cancer cell detection is an essential means of cervical cancer screening. However, for thin-prep cytology test (TCT)-based images, the detection accuracies of traditional computer-aided detection algo...

    Authors: Wei Wang, Yun Tian, Yang Xu, Xiao-Xuan Zhang, Yan-Song Li, Shi-Feng Zhao and Yan-Hua Bai
    Citation: BMC Medical Imaging 2022 22:130
  10. Recent developments to segment and characterize the regions of interest (ROI) within medical images have led to promising shape analysis studies. However, the procedures to analyze the ROI are arbitrary and va...

    Authors: Esteban Fernández, Shengjie Yang, Sy Han Chiou, Chul Moon, Cong Zhang, Bo Yao, Guanghua Xiao and Qiwei Li
    Citation: BMC Medical Imaging 2022 22:129
  11. It is important to determine the correlation of the CO-RADS classification and computed tomography (CT) patterns of the lung with laboratory data. To investigate the relationship of CO-RADS categories and CT p...

    Authors: Nevin Aydin, Pinar Yildiz, Döndü Ãœsküdar Cansu, Elif Gündogdu, Rüya Mutluay, Göknur Yorulmaz, Melisa Sahin Tekin, Evin Kocaturk, Ä°. Özkan Alatas, Elif Doyuk Kartal, Nurettin Erben, Gül Durmaz, Nilgun Kasifoglu, Tercan Us, Garip Sahin, Cengiz Bal…
    Citation: BMC Medical Imaging 2022 22:128
  12. Bronchogenic cysts (BCs) are generally detected in the mediastinum, along the tracheobronchial tree, or in the lung parenchyma. Subcutaneous BCs are rare, but, when found, are usually small (< 3 cm) and detect...

    Authors: Chuang-Yi Zheng, Shu-Yan Su and Rui-Bin Huang
    Citation: BMC Medical Imaging 2022 22:126
  13. Malignant ‘triton’ tumor is an extremely rare subtype of malignant periphery nerve sheath tumors. Clinical diagnosis of malignant triton tumor is difficult before surgery due to its low incidence and the lack ...

    Authors: Yuan Li, Qiling Peng, Ning Jiang, David P. Molloy, Chun Zeng and Qingchen Wu
    Citation: BMC Medical Imaging 2022 22:125
  14. Current medical image translation is implemented in the image domain. Considering the medical image acquisition is essentially a temporally continuous process, we attempt to develop a novel image translation f...

    Authors: Jiawei Fan, Zhiqiang Liu, Dong Yang, Jian Qiao, Jun Zhao, Jiazhou Wang and Weigang Hu
    Citation: BMC Medical Imaging 2022 22:124
  15. Accurate contouring of the clinical target volume (CTV) is a key element of radiotherapy in cervical cancer. We validated a novel deep learning (DL)-based auto-segmentation algorithm for CTVs in cervical cance...

    Authors: Chen-ying Ma, Ju-ying Zhou, Xiao-ting Xu, Song-bing Qin, Miao-fei Han, Xiao-huan Cao, Yao-zong Gao, Lu Xu, Jing-jie Zhou, Wei Zhang and Le-cheng Jia
    Citation: BMC Medical Imaging 2022 22:123
  16. To assess the feasibility of biventricular SAPPHIRE T1 mapping in vivo across field strengths using diastolic, systolic and dark-blood (DB) approaches.

    Authors: Mashael Alfarih, João B. Augusto, Kristopher D. Knott, Nasri Fatih, M. Praveen Kumar, Redha Boubertakh, Alun D. Hughes, James C. Moon, Sebastian Weingärtner and Gabriella Captur
    Citation: BMC Medical Imaging 2022 22:122
  17. The aims of this study were to evaluate the levels of preretinal oxygen tension in patients with diabetes who did not have hypertension by using three-dimensional spoiled gradient-recalled (3D-SPGR) echo seque...

    Authors: Min-Jie Zhou, Ju-Wei Shao, Jian Pu, Shu-Tian Xiang, Yi Liang, Qian He, Wei Su and Cheng Liu
    Citation: BMC Medical Imaging 2022 22:121
  18. Covid-19 is a disease that can lead to pneumonia, respiratory syndrome, septic shock, multiple organ failure, and death. This pandemic is viewed as a critical component of the fight against an enormous threat ...

    Authors: Hassen Louati, Ali Louati, Slim Bechikh, Fatma Masmoudi, Abdulaziz Aldaej and Elham Kariri
    Citation: BMC Medical Imaging 2022 22:120
  19. Evaluating inflammatory severity using imaging is essential for Crohn’s disease, but it is limited by potential interobserver variation and subjectivity. We compared the efficiency of magnetic resonance index ...

    Authors: Honglei Ding, Jiaying Li, Kefang Jiang, Chen Gao, Liangji Lu, Huani Zhang, Haibo Chen, Xuning Gao, Kefeng Zhou and Zhichao Sun
    Citation: BMC Medical Imaging 2022 22:118
  20. Automated brain volumetry has been widely used to assess brain volumetric changes that may indicate clinical states and progression. Among the tools that implement automated brain volumetry, AccuBrain has been...

    Authors: Lei Zhao, Yishan Luo, Vincent Mok and Lin Shi
    Citation: BMC Medical Imaging 2022 22:117
  21. The overall survival for patients with resectable PDAC following curative surgical resection hasn’t been improved significantly, as a considerable proportion of patients develop recurrence within a year. The p...

    Authors: Ningzi Tian, Dong Wu, Lei Zhu, Mengsu Zeng, Jianke Li and Xiaolin Wang
    Citation: BMC Medical Imaging 2022 22:116
  22. This study aims is to explore whether it is feasible to use magnetic resonance texture analysis (MRTA) in order to distinguish favorable from unfavorable function outcomes and determine the prognostic factors ...

    Authors: Yuan Zhang, Yuzhong Zhuang, Yaqiong Ge, Pu-Yeh Wu, Jing Zhao, Hao Wang and Bin Song
    Citation: BMC Medical Imaging 2022 22:115
  23. Epicardial adipose tissue (EAT) is known as an important imaging indicator for cardiovascular risk stratification. The present study aimed to determine whether the EAT volume (EV) and mean EAT attenuation (mEA...

    Authors: Lekang Yin, Cheng Yan, Chun Yang, Hao Dong, Shijie Xu, Chenwei Li and Mengsu Zeng
    Citation: BMC Medical Imaging 2022 22:114
  24. High-frequency ultrasound plays an extremely important role in normal skin measurement, skin disease diagnosis, and aesthetic medicine. This study aimed to estimate the epidermal and dermal thicknesses at eigh...

    Authors: Ying Meng, Lan Feng, Jiali Shan, Zixu Yuan and Lin Jin
    Citation: BMC Medical Imaging 2022 22:113
  25. Diagnostic Reference Levels (DRLs), typically set at the 75th percentile of the dose distribution from surveys conducted across a broad user base using a specified dose-measurement protocol, are recommended fo...

    Authors: Geoffrey Erem, Faith Ameda, Caroline Otike, William Olwit, Aloysius G. Mubuuke, Cyril Schandorf, Akisophel Kisolo and Michael G. Kawooya
    Citation: BMC Medical Imaging 2022 22:112
  26. Interpretation of Low Dose CT scans and protocol driven management of findings is a key aspect of lung cancer screening program performance. Reliable and reproducible methods are needed to communicate radiolog...

    Authors: Alain Tremblay, Nicole Ezer, Paul Burrowes, John Henry MacGregor, Andrew Lee, Gavin A. Armstrong, Raoul Pereira, Michael Bristow, Jana L. Taylor, Paul MacEachern, Niloofar Taghizadeh, Rommy Koetzler and Eric Bedard
    Citation: BMC Medical Imaging 2022 22:111
  27. The aim of the study was to predict the probability of intensive care unit (ICU) care for inpatient COVID-19 cases using clinical and artificial intelligence segmentation-based volumetric and CT-radiomics para...

    Authors: Mutlu Gülbay, Aliye Baştuğ, Erdem Özkan, Büşra Yüce Öztürk, Bökebatur Ahmet Raşit Mendi and Hürrem Bodur
    Citation: BMC Medical Imaging 2022 22:110
  28. Studies on MRI findings among patients with LBP have been conducted; especially among adolescents and young adult population in developed countries. However, MRI lumbar spine evaluation findings in young adult...

    Authors: Komakech Richard Lukecha, Erem Geoffrey, Mubuuke A. Gonzaga and Bugeza Sam
    Citation: BMC Medical Imaging 2022 22:108
  29. Diffusion tensor imaging (DTI) was used to quantitatively study the characteristics of the related spinal cord and nerve root compression parameters in patients with cervical spondylosis (CS), and diffusion te...

    Authors: Shuo Liang, Feng Yang, Yang Zhang, Huiyu Zhao and Xinyue Wang
    Citation: BMC Medical Imaging 2022 22:107
  30. To compare the effects of deep learning image reconstruction (DLIR) and adaptive statistical iterative reconstruction V (ASiR-V) on image quality in low-dose computed tomography (CT) of paranasal sinuses in ch...

    Authors: Yang Li, Xia Liu, Xun-hui Zhuang, Ming-jun Wang and Xiu-feng Song
    Citation: BMC Medical Imaging 2022 22:106
  31. The accurate grading of IDH-mutant astrocytoma is essential to make therapeutic strategies and assess the prognosis of patients. The purpose of this study was to investigate the usefulness of DWI, SWI and DSC-...

    Authors: Xiefeng Yang, Zhen Xing, Dejun She, Yu Lin, Hua Zhang, Yan Su and Dairong Cao
    Citation: BMC Medical Imaging 2022 22:105
  32. Melanoma is the most dangerous and aggressive form among skin cancers, exhibiting a high mortality rate worldwide. Biopsy and histopathological analysis are standard procedures for skin cancer detection and pr...

    Authors: Ranpreet Kaur, Hamid GholamHosseini, Roopak Sinha and Maria Lindén
    Citation: BMC Medical Imaging 2022 22:103
  33. This retrospective study aimed to develop and validate a combined model based [18F]FDG PET/CT radiomics and clinical parameters for predicting recurrence in high-risk pediatric neuroblastoma patients.

    Authors: Lijuan Feng, Luodan Qian, Shen Yang, Qinghua Ren, Shuxin Zhang, Hong Qin, Wei Wang, Chao Wang, Hui Zhang and Jigang Yang
    Citation: BMC Medical Imaging 2022 22:102
  34. Compressed Sensing Magnetic Resonance Imaging (CS-MRI) is a promising technique to accelerate dynamic cardiac MR imaging (DCMRI). For DCMRI, the CS-MRI usually exploits image signal sparsity and low-rank prope...

    Authors: Jucheng Zhang, Lulu Han, Jianzhong Sun, Zhikang Wang, Wenlong Xu, Yonghua Chu, Ling Xia and Mingfeng Jiang
    Citation: BMC Medical Imaging 2022 22:101
  35. The detection of pleural effusion in chest radiography is crucial for doctors to make timely treatment decisions for patients with chronic obstructive pulmonary disease. We used the MIMIC-CXR database to devel...

    Authors: Tao Huang, Rui Yang, Longbin Shen, Aozi Feng, Li Li, Ningxia He, Shuna Li, Liying Huang and Jun Lyu
    Citation: BMC Medical Imaging 2022 22:100
  36. We aim to propose a deep learning-based method of automated segmentation of eight brain anatomical regions in head computed tomography (CT) images obtained during positron emission tomography/computed tomograp...

    Authors: Tong Wang, Haiqun Xing, Yige Li, Sicong Wang, Ling Liu, Fang Li and Hongli Jing
    Citation: BMC Medical Imaging 2022 22:99
  37. Only few studies have focused on differentiating focal pneumonia-like lung cancer (F-PLC) from focal pulmonary inflammatory lesion (F-PIL). This exploratory study aimed to evaluate the clinical value of a comb...

    Authors: Jun-wei Gong, Zhu Zhang, Tian-you Luo, Xing-tao Huang, Chao-nan Zhu, Jun-wei Lv and Qi Li
    Citation: BMC Medical Imaging 2022 22:98
  38. Clinical imaging (e.g., magnetic resonance imaging and computed tomography) is a crucial adjunct for clinicians, aiding in the diagnosis of diseases and planning of appropriate interventions. This is especiall...

    Authors: Mohammed Yusuf Ansari, Alhusain Abdalla, Mohammed Yaqoob Ansari, Mohammed Ishaq Ansari, Byanne Malluhi, Snigdha Mohanty, Subhashree Mishra, Sudhansu Sekhar Singh, Julien Abinahed, Abdulla Al-Ansari, Shidin Balakrishnan and Sarada Prasad Dakua
    Citation: BMC Medical Imaging 2022 22:97

    The Correction to this article has been published in BMC Medical Imaging 2022 22:141

  39. Diffusion-weighted imaging (DWI) is an essential technique for optic nerve diseases. However, the image quality of optic nerve DWI is decreased by the distortions and artifacts associated with conventional tec...

    Authors: Fanglu Zhou, Qing Li, Xiaohui Zhang, Hongli Ma, Ge Zhang, Silin Du, Lijun Zhang, Thomas Benkert and Zhiwei Zhang
    Citation: BMC Medical Imaging 2022 22:96
  40. Computer-aided methods for analyzing white blood cells (WBC) are popular due to the complexity of the manual alternatives. Recent works have shown highly accurate segmentation and detection of white blood cell...

    Authors: Changhun Jung, Mohammed Abuhamad, David Mohaisen, Kyungja Han and DaeHun Nyang
    Citation: BMC Medical Imaging 2022 22:94
  41. To investigate the value of contrast-enhanced CT (CECT)-derived imaging features in predicting lymphovascular invasion (LVI) status in esophageal squamous cell carcinoma (ESCC) patients.

    Authors: Yang Li, Haiyan Su, Li Yang, Meng Yue, Mingbo Wang, Xiaolong Gu, Lijuan Dai, Xiangming Wang, Xiaohua Su, Andu Zhang, Jialiang Ren and Gaofeng Shi
    Citation: BMC Medical Imaging 2022 22:93
  42. The magnetic resonance imaging (MRI)-based proton density fat fraction (PDFF) has become popular for quantifying liver fat content. However, the variability of the region-of-interest (ROI) sampling strategy ma...

    Authors: Di Cao, Mengyi Li, Yang Liu, He Jin, Dawei Yang, Hui Xu, Han Lv, JIa Liu, Peng Zhang, Zhongtao Zhang and Zhenghan Yang
    Citation: BMC Medical Imaging 2022 22:92
  43. Noninvasive assessment of pulmonary artery systolic pressure by Doppler echocardiography (sPAPECHO) has been widely adopted to screen for pulmonary hypertension (PH), but there is still a high proportion of overe...

    Authors: Guang-jie Lv, Ai-li Li, Xin-cao Tao, Ya-nan Zhai, Yu Zhang, Jie-ping Lei, Qian Gao, Wan-mu Xie and Zhen-guo Zhai
    Citation: BMC Medical Imaging 2022 22:91

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