Machine Learning Model to Predict Iodine Contrast Media-Related Acute Adverse Reaction in Patients Without a Similar History for Enhanced CT [0.03%]
一种针对无碘对比剂不良反应史患者进行增强CT扫描时发生过敏样反应预测的机器学习模型
Ke-Xin Jiang,Wen-Yan Liu,Yang Xu et al.
Ke-Xin Jiang et al.
Introduction: The objective is to develop and compare risk prediction models for Iodine Contrast Media (ICM)-related Acute Adverse Reactions (AAR) in patients without a prior history of such reactions, and to construct a ...
Dark-blood" Imaging in Coronary CT Angiography Using Dual layer Detector Spectral CT: Effect on Image Quality and Vessel Wall Visibility [0.03%]
双层检测光谱CT暗血冠状动脉CT血管成像对图像质量和血管壁显示的影响研究
Xinglu Li,Xingyu Chen,Wen Chen et al.
Xinglu Li et al.
Background: The image quality of conventional coronary computed tomography angiography (CCTA) was affected by blooming and beam-hardening artifacts, leading to an overestimation of stenosis. Although subtraction CCTA has ...
Evaluation of Unsupervised Deformable Image Registration Using CNN and ViT on 4D-CT [0.03%]
基于CNN和ViT的无监督变形图像配准在4D-CT上的评估
Peizhi Chen,Jialan Wang,Yifan Guo et al.
Peizhi Chen et al.
Introduction: Deformable image registration is essential in medical image analysis. The state-of-the-art approaches are unsupervised methods based on convolutional neural networks (CNN) and vision transformers (ViT). Whil...
Differentiating Immune Checkpoint Inhibitor-Related Pneumonitis from COVID-19 Pneumonia Using a CT-based Radiomics Nomogram [0.03%]
基于CT影像组学的列线图鉴别免疫检查点抑制剂相关肺炎和COVID-19肺炎
Fengfeng Yang,Zhengyang Li,Di Yin et al.
Fengfeng Yang et al.
Introduction: We developed and validated a novel CT-based radiomics nomogram aimed at improving the differentiation between checkpoint inhibitor-related pneumonitis (CIP) and COVID-19 pneumonia, addressing the persistent ...
Quantitative Assessment of Liver Fibrosis: B1 Inhomogeneity-Corrected VFA T1 Mapping on Gadobenate Dimeglumine-Enhanced MRI [0.03%]
肝纤维化量化评估： gadobenate dimeglumine 增强MRI的B1不均匀性校正VFA T1图测量法
Lianbang Wang,Hui Ma,Xiao Feng et al.
Lianbang Wang et al.
Accurate early diagnosis and assessment of liver fibrosis are important for patient treatment and prognosis. This study explored the value of Gd- BOPTA-enhanced T1 mapping via the B1 inhomogeneity-corrected Variable Flip Angle (VFA) method ...
Multi-Scale Fusion for Real-Time Image Observation and Data Analysis of Athletes after Soft Tissue Injury [0.03%]
多尺度融合在软组织损伤运动员实时图像观察和数据分析中的应用研究
Jinhui Li,Yang Yu,Jiaxing Han
Jinhui Li
Objective: To address insufficient segmentation accuracy in athletes' soft tissue injury analysis, this study proposes an enhanced Swin-Unet model with multiscale feature fusion via the FPN (Feature Pyramid Network) and an adaptive window s...
The Value of Multimodal Ultrasound Based on Machine Learning Algorithms in the Diagnosis of Benign and Malignant Thyroid Nodules of TI-RADS Category 4: A Single-Center Retrospective Study [0.03%]
基于机器学习算法的多模态超声在TI-RADS 4类甲状腺结节良恶性鉴别诊断中的价值：单中心回顾性研究
Minglei Ren,Zengdi Yang,Ying Fu et al.
Minglei Ren et al.
Introduction: Ultrasound is routinely used for thyroid nodule diagnosis, yet distinguishing benign from malignant TI-RADS category 4 nodules remains challenging. This study has integrated two-dimensional ultrasound, shear wave elastography ...
Uterine Broad Ligament Perivascular Epithelioid Cell Tumors (PEComa): A Case Report with 1-Year Follow-Up [0.03%]
阔韧带平滑肌血管周上皮样细胞肿瘤（PEComa）一例并1年随访
Siying Zhang,Chunhong Yan,Feng Chen
Siying Zhang
Introduction: This article presents a case of a patient with a broad ligament perivascular epithelioid cell tumor (PEComa), focusing on the analysis of its imaging features in CT and MRI to enhance understanding and awareness of this rare t...
Sentiment Analysis of Radiological Narratives and Intracranial MRI Hemorrhage Images for the Prediction of Dementia and Alzheimer's Disease [0.03%]
放射学叙述和颅内MRI出血图像的情感分析预测痴呆症和阿尔茨海默病
K Balasaranya,P Ezhumalai,N R Shanker
K Balasaranya
Introduction: Intracranial hemorrhage (IH) causes dementia and Alzheimer's disease in the later stages. Until now, the accurate, early detection of IH, its prognosis, and therapeutic interventions have been a challenging task. Objective: A ...
ImageJ Analysis for Transabdominal Endometrial Sonography of Single Saudi Females: A Cohort Study [0.03%]
一种用于单胎沙特女性经腹部子宫内膜超声图像分析的方法：队列研究
Mahasin G Hassan,Huda Alnafa,Nourah Alsofyan et al.
Mahasin G Hassan et al.
Background: Gynecological assessment of single females in some countries, where transvaginal ultrasound can not be performed, presents a challenge. This study proposed using computer-assisted analysis (ImageJ software) to...