Explainable Machine-learning Model Based on Multimodal Ultrasound for Non-invasive Detection of Early Renal Fibrosis: A Multicenter Study [0.03%]
基于多模态超声的可解释机器学习模型用于非侵入性早期肾纤维化诊断：一项多中心研究
Yao Zhang,Xingyue Huang,Wei Xu et al.
Yao Zhang et al.
Rationale and objectives: To develop and validate an interpretable, multimodal, ultrasound-based machine-learning (ML) model for the non-invasive identification of early renal fibrosis in patients with chronic kidney dise...
Does Color Doppler Twinkling Change Between Ultrasound Platform Generations? - A Comparison Using Breast Biopsy Markers [0.03%]
彩色多普勒闪烁伪像在超声平台代际之间发生变化吗？——使用乳腺活检标记物进行比较
Md Aktharuzzaman,Gina K Hesley,Blake A Kassmeyer et al.
Md Aktharuzzaman et al.
Rationale and objectives: Breast biopsy markers are used to mark biopsied tissues in the breast or axilla for potential future surgical excision. This study evaluated the color Doppler twinkling strength of 37 markers usi...
Diagnostic Performance of Ultrasound-guided Percutaneous Biopsy Versus Open Surgical Biopsy In Inflammatory Myopathies [0.03%]
超声引导下经皮活检与开放手术活检在炎性肌病中的诊断性能比较
Lutof Zreik,Yonit Tavor,Nitai Bar et al.
Lutof Zreik et al.
Rationale and objectives: Muscle biopsy remains the diagnostic gold standard for idiopathic inflammatory myopathies (IIM), yet optimal sampling technique is not standardized and open surgical biopsy carries morbidity and ...
Multimodal MRI Reveals Stage-Specific Reorganization of Structure-Function Coupling from Compensatory to Decoupled States in Cerebral Small Vessel Disease [0.03%]
多模态磁共振成像揭示脑小血管病结构功能耦联的阶段性重塑：从代偿到脱偶联状态
Tianqi Wang,Shuai Lin,Chang Xu et al.
Tianqi Wang et al.
Rationale and objectives: Cerebral small vessel disease (CSVD) affects white matter integrity and can alter the brain's network architecture. However, the relationship between structural and functional connectivity in CSV...
Phase-Dependent Transformation in NME: From Clumped to Clustered Ring on Breast MRI [0.03%]
NME的相依赖性转化：从乳腺MRI中的聚集到簇环
Eda Nur Korkmaz,Hale Aydın,Melike Kamışlık
Eda Nur Korkmaz
Rationale and objectives: Non-mass enhancement (NME) is a challenging entity in breast Magnetic Resonance Imaging (MRI) because of its heterogeneous morphology and high false-positive rate. Clustered ring enhancement (CRE...
Treatment-specific CT Radiomics Models To Predict Response To Neoadjuvant Therapy And Explore Individualized Treatment Selection In Gastric Cancer [0.03%]
基于治疗分型的CT影像组学模型在胃癌新辅助治疗反应预测及个体化治疗选择中的应用研究
Jiaxin Liu,Xujie Gao,Tingting Ma et al.
Jiaxin Liu et al.
Rationale and objectives: To develop and compare general and treatment-specific radiomics models based on pretreatment computed tomography (CT) for predicting pathological response to neoadjuvant therapy (NAT) in gastric ...
Radiologist-Informed Radiomics: Improving the Accuracy of Preoperative Assessment for Lymph Node Metastasis in Rectal Cancer [0.03%]
基于放射科医生的影像组学：提高直肠癌术前评估淋巴结转移的准确性
Chunl-Ong Fu,Long Zhou,Ze-Bin Yang et al.
Chunl-Ong Fu et al.
Rationale and objective: The study aimed to develop and validate a multimodal radiomics model that integrates radiologist-informed feature augmentation leveraging expert-selected suspicious lymph nodes (LNs) based on ESGA...
Machine Learning for Predicting Ki-67 Expression in Renal Tumors: A Systematic Review And Meta-Analysis [0.03%]
用于预测肾脏肿瘤Ki-67表达的机器学习系统回顾与元分析
Yu Liu,Guiqing Zhu,Zhigang Xiu
Yu Liu
Rationale and objectives: To systematically evaluate the diagnostic performance of machine learning (ML) models for predicting Ki-67 expression in renal tumors and assess their potential for clinical translation. ...
Hemodynamic Assessment of Carotid Artery Stenosis Using 4D Flow MRI: Complementary Insights Beyond Morphological Severity [0.03%]
使用4D流MRI评估颈动脉狭窄的血动力学：超越形态严重性的互补见解
Yuki Kanazawa,Chika Tatsugae,Tosiaki Miyati et al.
Yuki Kanazawa et al.
Rationale and objectives: To investigate the association between hemodynamic parameters derived from four-dimensional flow magnetic resonance imaging (4D flow MRI) and carotid artery stenosis severity, to evaluate their d...
Altered Static and Dynamic Functional Motor Networks in Essential Tremor After Magnetic Resonance-Guided Focused Ultrasound: A Resting-State Functional MRI Study [0.03%]
基于磁共振成像引导聚焦超声治疗对原发性震颤患者静息态功能连接改变的影像学研究
Haoxuan Lu,JianXing Hu,Yongqin Xiong et al.
Haoxuan Lu et al.
Rationale and objectives: MR-guided focused ultrasound (MRgFUS) thalamotomy is an emerging treatment for medication-refractory essential tremor (ET), but its effects on the motor network remain unclear. This study investi...