Giuseppe Salvaggio
Giuseppe Salvaggio
Combined dual-phase CT radiomics and deep transfer learning model for oxaliplatin response in unresectable colorectal liver metastases [0.03%]
用于不可切除性结直肠癌肝转移患者氧化亚氮疗效预测的联合双相CT影像组学与深度迁移学习模型
Gouling Zhan,Zuoxi Li,Xuehuan Liu et al.
Gouling Zhan et al.
Objectives: Accurate prediction of response to first-line oxaliplatin-based chemotherapy in unresectable colorectal liver metastases (CRLM) is critical for optimizing treatment strategies. This study aimed to develop and ...
Transformer-based ultrasound radiomics for novel multi-task automated segmentation and classification of ovarian tumors [0.03%]
基于Transformer的超声影像组学方法实现卵巢肿瘤自动分割与分类任务的多任务学习
Ahmed Faisal Mutee,Ali Fawzi Al-Hussainy,Nathier A Ibrahim et al.
Ahmed Faisal Mutee et al.
Objective: To develop and evaluate a comprehensive AI-driven pipeline for automated segmentation and multi-class classification of ovarian tumors in ultrasound images using advanced transformer-based models and radiomic a...
Abdominal multi-organ segmentation on 3D negative-contrast CT cholangiopancreatography: a comparative study of deep learning methods [0.03%]
基于深度学习的三维低对比度CT胆胰管造影多器官分割方法研究
Bin Li,Jian Zhang,Hao Fu et al.
Bin Li et al.
Objectives: This study aims to automate segmentation of the biliary and pancreatic systems on 3D negative-contrast CT cholangiopancreatography (3D-nCTCP) to improve preoperative planning and diagnosis. ...
Feasibility of deep learning-accelerated HASTE-FS for pancreatic cystic lesion surveillance: comparison with conventional HASTE and MRCP [0.03%]
基于深度学习的HASTE-FS技术在胰腺囊性病变筛查中的可行性研究：与常规HASTE及MRCP对比
Linda Le,Luke A Ginocchio,Sooah Kim et al.
Linda Le et al.
Purpose: Pancreatic cystic lesions (PCL) commonly undergo surveillance using MRI with MR cholangiopancreatography (MRCP). Our objective is to compare the performance of a single-shot fat-saturated T2-weighted technique wi...
Predicting chemotherapy response in pediatric lymphoma using pre-treatment contrast-enhanced CT radiomics: A hypothesis-generating study [0.03%]
基于治疗前增强CT影像组学预测儿童淋巴瘤化疗疗效的假设生成研究
Yingxue Tong,Haoru Wang,Xiangmin Zhang et al.
Yingxue Tong et al.
Purpose: To preliminarily evaluate the predictive value of baseline contrast-enhanced CT (CECT) radiomics for assessing chemotherapy response in pediatric lymphoma. ...
The added value of intratumoral and peritumoral radiomic scores based on iodine density map for preoperative prediction of lymphovascular invasion in patients with gastric adenocarcinoma: a two-center study [0.03%]
基于碘密度图的胃腺癌术前预测淋巴管血管侵犯的瘤内和瘤周影像组学特征价值：两项中心研究
Zhou Lu,Siwei Zhang,Zekai Wang et al.
Zhou Lu et al.
Objective: To evaluate the added value of intratumoral and peritumoral radiomic scores (RS) of iodine density (IoD) map in the preoperative prediction of lymphovascular invasion (LVI) in gastric adenocarcinoma. ...
Analysis of deep learning-based segmentation of lymph nodes on full-dose and reduced-dose body CT [0.03%]
基于深度学习的全剂量和低剂量全身CT淋巴结分割分析
Lindsey H Bloom,Tejas Sudharshan Mathai,Bohan Liu et al.
Lindsey H Bloom et al.
Objectives: The performance of fully automated deep learning-based models for the detection and segmentation of lymph nodes (LNs) on full- and simulated reduced-dose CT was validated. ...
Comparative efficacy and workflow efficiency of integrated PET/MRI versus sequential PET/CT and MRI in gynecologic cancer staging: a prospective single-center study [0.03%]
整合PET/MRI与序贯PET/CT和MRI妇科癌症分期的疗效及工作流程效率的前瞻性单中心研究
Mayur Virarkar,Sanaz Javadi,Aatiqah Aziz et al.
Mayur Virarkar et al.
Aim: To compare the diagnostic performance of PET/MRI versus PET/CT for lymph node and metastatic disease detection in patients with gynecologic cancers, and to assess whether PET/MRI offers improved staging accuracy and ...
Artificial intelligence-driven CT radiomics model predicts prognosis in TACE-refractory hepatocellular carcinoma [0.03%]
人工智能驱动的CT影像组学模型预测经动脉化疗栓塞难治性肝细胞癌患者的预后
Hao Li,Yuanyuan Fan,Yipu Li et al.
Hao Li et al.
Purpose: To develop an integrated predictive model combining radiomics, clinical risk factors, and machine learning for prognostic assessment in hepatocellular carcinoma (HCC) patients receiving continued transarterial ch...