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  1. Accurately segmenting the hippocampus is an essential step in brain tumor radiotherapy planning. Some patients undergo brain tumor resection beforehand, which can significantly alter the postoperative regions’...

    Authors: Changjuan Tao, Difei Gu, Rui Huang, Ling Zhou, Zhiqiang Hu, Yuanyuan Chen, Xiaofan Zhang and Hongsheng Li
    Citation: BMC Medical Imaging 2023 23:142
  2. The WHO grade and Ki-67 index are independent indices used to evaluate the malignant biological behavior of meningioma. This study aims to develop MRI-based machine learning models to predict the malignant bio...

    Authors: Maoyuan Li, Luzhou Liu, Jie Qi, Ying Qiao, Hanrui Zeng, Wen Jiang, Rui Zhu, Fujian Chen, Huan Huang and Shaoping Wu
    Citation: BMC Medical Imaging 2023 23:141
  3. Artificial intelligence has been widely investigated for diagnosis and treatment strategy design, with some models proposed for detecting oral pharyngeal, nasopharyngeal, or laryngeal carcinoma. However, no co...

    Authors: Lei Zhou, Huaili Jiang, Guangyao Li, Jiaye Ding, Cuicui Lv, Maoli Duan, Wenfeng Wang, Kongyang Chen, Na Shen and Xinsheng Huang
    Citation: BMC Medical Imaging 2023 23:140
  4. This study aimed to develop a computed tomography (CT) model to predict Ki-67 expression in hepatocellular carcinoma (HCC) and to examine the added value of radiomics to clinico-radiological features.

    Authors: Yu-meng Zhao, Shuang-shuang Xie, Jian Wang, Ya-min Zhang, Wen-Cui  Li, Zhao-Xiang Ye and Wen Shen
    Citation: BMC Medical Imaging 2023 23:138
  5. Cervical cell segmentation is a fundamental step in automated cervical cancer cytology screening. The aim of this study was to develop and evaluate a deep ensemble model for cervical cell segmentation includin...

    Authors: Jie Ji, Weifeng Zhang, Yuejiao Dong, Ruilin Lin, Yiqun Geng and Liangli Hong
    Citation: BMC Medical Imaging 2023 23:137
  6. To investigate the brain structural correlates of postoperative axial pain (PAP) in degenerative cervical myelopathy (DCM) following posterior cervical decompression surgery.

    Authors: Aixian Tian, Hongzhi Gao, Zhan Wang, Na Li, Jianxiong Ma, Lin Guo and Xinlong Ma
    Citation: BMC Medical Imaging 2023 23:136
  7. Continuous release of image databases with fully or partially identical inner categories dramatically deteriorates the production of autonomous Computer-Aided Diagnostics (CAD) systems for true comprehensive m...

    Authors: Muhammad Atta Othman Ahmed, Ibrahim A. Abbas and Yasser AbdelSatar
    Citation: BMC Medical Imaging 2023 23:134
  8. Registration of three-dimensional (3D) knee implant components to radiographic images provides the 3D position of the implants which aids to analyze the component alignment after total knee arthroplasty.

    Authors: Dac Cong Tai Nguyen, Said Benameur, Max Mignotte and Frédéric Lavoie
    Citation: BMC Medical Imaging 2023 23:133
  9. To identify CT features and establish a nomogram, compared with a machine learning-based model for distinguishing gastrointestinal heterotopic pancreas (HP) from gastrointestinal stromal tumor (GIST).

    Authors: Na Feng, Hai-Yan Chen, Xiao-Jie Wang, Yuan-Fei Lu, Jia-Ping Zhou, Qiao-Mei Zhou, Xin-Bin Wang, Jie-Ni Yu, Ri-Sheng Yu and Jian-Xia Xu
    Citation: BMC Medical Imaging 2023 23:131
  10. The usefulness of endometrium strain elastosonography (SE) for the evaluation of endometrial receptivity in women undergoing in vitro fertilization (IVF) remains controversial. The objective of this prospectiv...

    Authors: Antonio Stanziano, Francesco Paolo Bianchi, Anna Maria Caringella, Clementina Cantatore, Antonio D’Amato, Angela Vitti, Anna Cortone, Amerigo Vitagliano and Giuseppe D’Amato
    Citation: BMC Medical Imaging 2023 23:130
  11. Bronchogenic cysts (BCs) are rare and usually asymptomatic malformations detected during imaging examinations. We aimed to investigate the clinical and imaging characteristics of patients with BCs.

    Authors: Tan-tan Ma, Geng Chen, Dan Wang, Hong Xu and Jian-guang Zhang
    Citation: BMC Medical Imaging 2023 23:128
  12. In studies of the association of adiposity with disease risk, widely used anthropometric measures of adiposity (e.g. body-mass-index [BMI], waist circumference [WC], waist-hip ratio [WHR]) are simple and inexp...

    Authors: Sofia Mouchti, Josefina Orliacq, Gillian Reeves and Zhengming Chen
    Citation: BMC Medical Imaging 2023 23:127
  13. Hybrid quantum systems have shown promise in image classification by combining the strengths of both classical and quantum algorithms. These systems leverage the parallel processing power of quantum computers ...

    Authors: Naim Ajlouni, Adem Özyavaş, Mustafa Takaoğlu, Faruk Takaoğlu and Firas Ajlouni
    Citation: BMC Medical Imaging 2023 23:126
  14. The purpose of this study was to determine whether radiological measurements of radial fracture position made in cone beam computed tomography (CBCT) projection images are comparable to those made on tradition...

    Authors: Kristian Bry, Mika Kortesniemi, Mika Koivikko and Liisa Kerttula
    Citation: BMC Medical Imaging 2023 23:125
  15. Brain extraction is an essential prerequisite for the automated diagnosis of intracranial lesions and determines, to a certain extent, the accuracy of subsequent lesion recognition, location, and segmentation....

    Authors: Dingyuan Hu, Hongbin Liang, Shiya Qu, Chunyu Han and Yuhang Jiang
    Citation: BMC Medical Imaging 2023 23:124
  16. To compare the inter-modality consistency and diagnostic performances of the contrast-enhanced ultrasound (CEUS) Liver Imaging Reporting and Data System (LI-RADS) and contrast-enhanced computed tomography (CEC...

    Authors: Rong Wen, Weiche Huang, Rui Song, Lanhui Qin, Yuquan Wu, Yuting Peng, Xiongyan Huang, Yun He and Hong Yang
    Citation: BMC Medical Imaging 2023 23:122
  17. Few studies have explored the clinical feasibility of using deep-learning reconstruction to reduce the radiation dose of CT. We aimed to compare the image quality and lung nodule detectability between chest CT...

    Authors: Gyeong Deok Jo, Chulkyun Ahn, Jung Hee Hong, Da Som Kim, Jongsoo Park, Hyungjin Kim, Jong Hyo Kim, Jin Mo Goo and Ju Gang Nam
    Citation: BMC Medical Imaging 2023 23:121
  18. To develop a fully automated CNN detection system based on magnetic resonance imaging (MRI) for ACL injury, and to explore the feasibility of CNN for ACL injury detection on MRI images.

    Authors: Chen Liang, Xiang Li, Yong Qin, Minglei Li, Yingkai Ma, Ren Wang, Xiangning Xu, Jinping Yu, Songcen Lv and Hao Luo
    Citation: BMC Medical Imaging 2023 23:120
  19. To investigate the diagnostic performance of parameters derived from monoexponential, biexponential, and stretched-exponential diffusion-weighted imaging models in differentiating tumour progression from pseud...

    Authors: Dan Liao, Yuan-Cheng Liu, Jiang-Yong Liu, Di Wang and Xin-Feng Liu
    Citation: BMC Medical Imaging 2023 23:119
  20. To predict ductal carcinoma in situ with microinvasion (DCISMI) based on clinicopathologic, conventional breast magnetic resonance imaging (MRI), and dynamic contrast enhanced MRI (DCE-MRI) radiomics signature...

    Authors: Zhou Huang, Xue Chen, Nan Jiang, Su Hu and Chunhong Hu
    Citation: BMC Medical Imaging 2023 23:118
  21. Acute closed volar plate injury of the proximal interphalangeal joint (PIP) is a common hand injury. In the past, there were few objective evaluation imaging methods for the degree of volar plate injury. The p...

    Authors: Tiezheng Wang, Fei Guo, Hengtao Qi, Liyuan Cui, Lihua Liu, Shougang Bao and Jianbo Teng
    Citation: BMC Medical Imaging 2023 23:117
  22. Incidental thymus region masses during thoracic examinations are not uncommon. The clinician’s decision-making for treatment largely depends on imaging findings. Due to the lack of specific indicators, it may ...

    Authors: Xue-Fang Lu and Tie-Yuan Zhu
    Citation: BMC Medical Imaging 2023 23:115
  23. In recent years, contrast-enhanced ultrasonography (CEUS) has been used for various applications in breast diagnosis. The superiority of CEUS over conventional B-mode imaging in the ultrasound diagnosis of the...

    Authors: Satoshi Kondo, Megumi Satoh, Mutsumi Nishida, Ryousuke Sakano and Kazuya Takagi
    Citation: BMC Medical Imaging 2023 23:114
  24. This study aimed to develop and validate a deep learning-based method that detects inter-breath-hold motion from an estimated cardiac long axis image reconstructed from a stack of short axis cardiac cine images.

    Authors: Yoon-Chul Kim and Min Woo Kim
    Citation: BMC Medical Imaging 2023 23:113
  25. On the basis of visual-dependent reading method, radiological recognition and assessment of neonatal hyperbilirubinemia (NH) or acute bilirubin encephalopathy (ABE) on conventional magnetic resonance imaging (...

    Authors: Yan Sun, Yi Liao, Fenglin Jia, Gang Ning, Xinrong Wang, Yujin Zhang, Pei Li and Haibo Qu
    Citation: BMC Medical Imaging 2023 23:112
  26. To build a combined model based on the ultrasound radiomic and morphological features, and evaluate its diagnostic performance for preoperative prediction of central lymph node metastasis (CLNM) in patients wi...

    Authors: Xiang Yan, Xurong Mou, Yanan Yang, Jing Ren, Xingxu Zhou, Yifei Huang and Hongmei Yuan
    Citation: BMC Medical Imaging 2023 23:111
  27. Spectral CT imaging parameters have been reported to be useful in the differentiation of pathological grades in different malignancies. This study aims to investigate the value of spectral CT in the quantitati...

    Authors: Yi Wang, Weizhong Tian, Shuangfeng Tian, Liang He, Jianguo Xia and Ji Zhang
    Citation: BMC Medical Imaging 2023 23:110
  28. Dental film mounting is an essential but time-consuming task in dental radiography, with manual methods often prone to errors. This study aims to develop a deep learning (DL) model for accurate automated class...

    Authors: Yu-Chun Lin, Meng-Chi Chen, Cheng-Hsueh Chen, Mu-Hsiung Chen, Kang-Yi Liu and Cheng-Chun Chang
    Citation: BMC Medical Imaging 2023 23:109
  29. To assess the predictive values of primary tumor FDG uptake for patients with inoperable stage III non-small cell lung cancer (NSCLC) after concurrent chemoradiotherapy (CCRT).

    Authors: Pengfei Zhang, Wei Chen, Kewei Zhao, Xiaowen Qiu, Tao Li, Xingzhuang Zhu, Peng Sun, Chunsheng Wang and Yipeng Song
    Citation: BMC Medical Imaging 2023 23:107
  30. Biparametric MRI (bpMRI) is a faster, contrast-free, and less expensive MRI protocol that facilitates the detection of prostate cancer. The aim of this study is to determine whether a biparametric MRI PI-RADS ...

    Authors: Yunhan Wang, Lei Wang, Xiaohua Tang, Yong Zhang, Na Zhang, Biao Zhi and Xiangke Niu
    Citation: BMC Medical Imaging 2023 23:106
  31. Pulmonary sarcomatoid carcinoma (PSC) is a rare subtype of non-small cell lung cancer (NSCLC) but differs in terms of treatment strategies compared with conventional-NSCLC (c-NSCLC). However, preoperative CT d...

    Authors: Wenjian Tang, Chunju Wen, Yixiu Pei, Zhen Wu, Junyuan Zhong, Jidong Peng and Jianping Zhong
    Citation: BMC Medical Imaging 2023 23:105
  32. In this work, we propose a processing pipeline for the extraction and identification of meaningful radiomics biomarkers in skeletal muscle tissue as displayed using Dixon-weighted MRI. Diverse and robust radio...

    Authors: Marc Fischer, Thomas Küstner, Sofia Pappa, Thoralf Niendorf, Tobias Pischon, Thomas Kröncke, Stefanie Bette, Sara Schramm, Börge Schmidt, Johannes Haubold, Felix Nensa, Tobias Nonnenmacher, Viktoria Palm, Fabian Bamberg, Lena Kiefer, Fritz Schick…
    Citation: BMC Medical Imaging 2023 23:104
  33. The aim of this study was to explore application value of iodine concentration from dual-energy spectral computed tomography (DESCT) in preoperative prediction of lymphovascular tumor thrombus in patients with...

    Authors: Xiang Yuan, Xin Quan, Xiao-ling Che, Lu-Lu Xu, Chun-mei Yang, Xiao-di Zhang and Jian Shu
    Citation: BMC Medical Imaging 2023 23:103
  34. Megavoltage computed tomography (MVCT) images acquired during each radiotherapy session may be useful for delta radiomics. However, no studies have examined whether the MVCT-based radiomics has prognostic powe...

    Authors: Kota Abe, Noriyuki Kadoya, Kei Ito, Shohei Tanaka, Yujiro Nakajima, Shimpei Hashimoto, Yuhi Suda, Takashi Uno and Keiichi Jingu
    Citation: BMC Medical Imaging 2023 23:102
  35. Lymph node metastasis is an important factor affecting the treatment and prognosis of patients with cervical cancer. However, the comparison of different algorithms and features to predict lymph node metastasi...

    Authors: Shuyu Liu, Yu Zhou, Caizhi Wang, Junjie Shen and Yi Zheng
    Citation: BMC Medical Imaging 2023 23:101
  36. Type 2 diabetes mellitus (T2DM) patients have a higher incidence of coronary artery disease than the general population. The aim of this study was to develop a radiomics nomogram of pericoronary adipose tissue...

    Authors: Can Chen, Meng Chen, Qing Tao, Su Hu and Chunhong Hu
    Citation: BMC Medical Imaging 2023 23:99
  37. Sinonasal rhabdomyosarcoma (RMS) in adults is extremely rare, and early diagnosis and treatment are crucial to improve the patient’s prognosis. The purpose of this study was to evaluate the magnetic resonance ...

    Authors: Jun-hua Liu, Meng Qi, Wen-hu Huang, Yan Sha and Fang Zhang
    Citation: BMC Medical Imaging 2023 23:98
  38. Cardiovascular diseases remain the world’s primary cause of death. The identification and treatment of patients at risk of cardiovascular events thus are as important as ever. Adipose tissue is a classic risk ...

    Authors: Peter Mundt, Hishan Tharmaseelan, Alexander Hertel, Lukas T. Rotkopf, Dominik Nörenberg, Philipp Riffel, Stefan O. Schoenberg, Matthias F. Froelich and Isabelle Ayx
    Citation: BMC Medical Imaging 2023 23:97
  39. There is a recognized need for additional approaches to improve the accuracy of extrathyroidal extension (ETE) diagnosis in papillary thyroid carcinoma (PTC) before surgery. Up to now, multimodal ultrasound ha...

    Authors: Fang Wan, Wen He, Wei Zhang, Yukang Zhang, Hongxia Zhang and Yang Guang
    Citation: BMC Medical Imaging 2023 23:96
  40. This study aimed to assess the feasibility of software-aided selection of monoenergetic level for acute necrotising pancreatitis (ANP) depiction compared to other automatic image series generated using dual-en...

    Authors: Yuan Yuan, Kai Liao, Zixing Huang, Liping Deng, Hehan Tang, Yi Wang, Zheng Ye, Xinyue Chen, Bin Song and Zhenlin Li
    Citation: BMC Medical Imaging 2023 23:95
  41. In the present study, we mainly aimed to predict the expression of androgen receptor (AR) in breast cancer (BC) patients by combing radiomic features and clinicopathological factors in a non-invasive machine l...

    Authors: Tongtong Jia, Qingfu Lv, Bin Zhang, Chunjing Yu, Shibiao Sang and Shengming Deng
    Citation: BMC Medical Imaging 2023 23:93
  42. Technetium-99 m 3,3-diphosphono-1,2-propanodicarboxylic acid (DPD) and technetium-99 m sodium pyrophosphate (PYP) are the two most commonly used radiotracers for cardiac amyloidosis (CA), but no studies have d...

    Authors: Yong-Jin Park, Joohee Lee, Darae Kim, Jin-Oh Choi, Seok Jin Kim, Kihyun Kim and Joon Young Choi
    Citation: BMC Medical Imaging 2023 23:92

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