Radiomics analysis of multiparametric MRI for prediction of pathological complete response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer

Yanfen Cui, Xiaotang Yang, Zhongqiang Shi, +4

European Radiology

Multiparametric MriMedical ImagingRadiation TherapyMedicineBiomedical Imaging +10

A CT-based deep learning radiomics nomogram for predicting the response to neoadjuvant chemotherapy in patients with locally advanced gastric cancer: A multicenter cohort study

Yanfen Cui, Jiayi Zhang, Zhenhui Li, +8

EClinicalMedicine

Development and validation of a MRI-based radiomics signature for prediction of KRAS mutation in rectal cancer

Yanfen Cui, Huanhuan Liu, Jialiang Ren, +5

European Radiology

Mri-based Radiomics SignatureTumor BiologyEngineeringDiagnostic ImagingMedical Imaging +11

Whole-tumour diffusion kurtosis MR imaging histogram analysis of rectal adenocarcinoma: Correlation with clinical pathologic prognostic factors

Yanfen Cui, Xiaotang Yang, Xiaosong Du, +3

European Radiology

Tumoral PathologyRectal AdenocarcinomaOncologic ImagingMedical ImagingMedicine +6

Early prediction of treatment response to neoadjuvant chemotherapy based on longitudinal ultrasound images of HER2-positive breast cancer patients by Siamese multi-task network: A multicentre, retrospective cohort study

Yu Liu, Ying Wang, Yuxiang Wang, +14

EClinicalMedicine

Knowledge-guided synthetic medical image adversarial augmentation for ultrasonography thyroid nodule classification

Guohua Shi, Jiawen Wang, Yan Qiang, +6

Computer Methods and Programs in Biomedicine

Data AugmentationImage AnalysisMachine LearningMedical ImagingData Science +8

Multiparametric MRI-based radiomics nomogram for preoperative prediction of lymphovascular invasion and clinical outcomes in patients with breast invasive ductal carcinoma

Junjie Zhang, Guanghui Wang, Jialiang Ren, +4

European Radiology

Preoperative PredictionMedical ImagingLymphovascular InvasionMedicineBreast Imaging +11

Integrate domain knowledge in training multi-task cascade deep learning model for benign–malignant thyroid nodule classification on ultrasound images

Wenkai Yang, Yunyun Dong, Qianqian Du, +5

Engineering Applications of Artificial Intelligence

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningData Science +8

Prognostic value of multiparametric MRI-based radiomics model: Potential role for chemotherapeutic benefits in locally advanced rectal cancer

Yanfen Cui, Wenhui Yang, Jialiang Ren, +4

Radiotherapy and Oncology

Medical ImagingRadiation TherapyMedicinePrognostic ValuePotential Role +10

The initial experience of the upper abdominal CT angiography using low-concentration contrast medium on dual energy spectral CT

Lei Xin, Xiaotang Yang, Ning Huang, +5

Abdominal Imaging