Deep learning in CT image reconstruction and processing: Techniques, performance evaluation, radiation dose, and future perspective [0.03%]
基于深度学习的CT影像重建和处理：技术、性能评价、辐射剂量及其未来前景
Lifeng Yu,Guang-Hong Chen,Joel G Fletcher et al.
Lifeng Yu et al.
This article provides an overview of Deep-Learning-based techniques in CT image Reconstruction and processing (referred to as "DLR"), covering technical implementations, performance evaluation, radiation dose reduction, and future perspecti...
Yumiko O Tanaka,Kazuhito Tanaka,Akiko Tonooka et al.
Yumiko O Tanaka et al.
Objectives: Mesonephric-like adenocarcinoma (MLA) is a newly classified endometrial carcinoma known for its poor prognosis, although the imaging characteristics of this tumor have yet to be reported. This study aims to cl...
Diagnostic Performance of Intravoxel Incoherent Motion Imaging in Evaluating Sacroiliitis Activity in Axial Spondyloarthritis: A Meta-Analysis [0.03%]
扩散张量成像评估轴向脊柱关节炎骶髂关节炎活动度的诊断性能：一项荟萃分析
Parya Valizadeh,Payam Jannatdoust,Kimia Darmiani et al.
Parya Valizadeh et al.
Objectives: Axial spondyloarthritis (axSpA) is a chronic inflammatory disease affecting the sacroiliac joints. MRI detects inflammation, but conventional sequences are non-quantitative. Intravoxel incoherent motion (IVIM)...
Harnessing Intrinsic Cardiac Motion vs. External Mechanical Vibrations: A Comparison of MRI Cine-Tagging and MR Elastography for Liver Fibrosis Assessment [0.03%]
心脏固有运动与外部机械振动的利用比较：磁共振心肌 tagging 与肝纤维化检测技术磁弹性成像的对比研究
Thierry L Lefebvre,Anton Volniansky,Léonie Petitclerc et al.
Thierry L Lefebvre et al.
Objective: This study aims to assess and compare the diagnostic accuracy of MRI cine-tagging and magnetic resonance elastography (MRE) for staging histologically confirmed liver fibrosis in patients with chronic liver dis...
Diagnostic ability of spectral CT-based vertebral hydroxyapatite concentration for bone mineral density assessment in patients with liver cirrhosis: evaluating in unenhanced, arterial, and portal venous phase after intravenous contrast administration [0.03%]
基于光谱CT的椎体羟基磷灰石浓度诊断肝硬化患者骨矿物质密度的价值：无造影剂及静脉注射造影剂后动脉期和门脉期的评价
Xiaoyue Cheng,Qiang Ma,Xinmeng Hou et al.
Xiaoyue Cheng et al.
Objectives: To access the impact of intravenous contrast on the diagnostic efficacy of abdominal spectral CT-based vertebral hydroxyapatite (HAP) concentration measurement for bone mineral density (BMD) assessment in meno...
Relationship between radiation exposure and indicators of vascular resistance, arterial remodeling, and atherosclerosis [0.03%]
放射暴露与血管阻力指标、动脉重塑和动脉粥样硬化的关系
Nobuo Sasaki,Yoshitaka Ueno,Seiko Hirota et al.
Nobuo Sasaki et al.
Objectives: The diameter, resistance index (RI), and plaque formation in the common carotid artery (CCA) are indicators of arterial remodeling, vascular resistance, and atherosclerosis, respectively. This study used CCA p...
Characterizing chronic obstructive pulmonary disease using quantitative MRI biomarkers [0.03%]
基于定量MRI生物标志物的慢性阻塞性肺疾病表征研究
Daniel Genkin,Kalysta Makimoto,Miranda Kirby
Daniel Genkin
Chronic obstructive pulmonary disease (COPD) is a heterogeneous lung disease that occurs due to structural changes to the parenchyma, airways and pulmonary vasculature, and consequent functional impairments to ventilation and perfusion. Alt...
Radiomics-based explainable artificial intelligence to predict treatment response following lung stereotactic body radiation therapy [0.03%]
基于影像组学的解释性人工智能预测立体定向体放射治疗后的治疗反应
Savino Cilla,Carmela Romano,Gabriella Macchia et al.
Savino Cilla et al.
Objective: To develop and validate a CT-based radiomic-clinical-dosimetric model to assess the treatment response of lung metastasis following stereotactic body radiation therapy (SBRT). ...
Non-invasive prediction of Central lymph node metastasis in papillary thyroid microcarcinoma with machine learning-based CT radiomics: a multicenter study [0.03%]
基于机器学习的CT影像组学无创预测乳头状甲状腺微小癌中央区淋巴结转移：多中心研究
Feng Cheng,Guihan Lin,Weiyue Chen et al.
Feng Cheng et al.
Objectives: This study aimed to develop and validate a machine learning-based computed tomography (CT) radiomics method to preoperatively predict the presence of central lymph node metastasis (CLNM) in patients with papil...