Oncology | Pathology | Radiology A comprehensive approach for evaluating lymphovascular invasion in invasive breast cancer: Leveraging multimodal MRI findings, radiomics, and deep learning analysis of intra- and peritumoral regions. July 20, 2024
Oncology | Pathology | Radiology Predicting lymphovascular invasion in non-small cell lung cancer using deep convolutional neural networks on preoperative chest CT. June 7, 2024
Breast Surgery | Oncology | Radiology Ultrasound-Based Deep Learning Radiomics Nomogram for the Assessment of Lymphovascular Invasion in Invasive Breast Cancer: A Multicenter Study. April 24, 2024
Medical Imaging | Oncology | Radiology Fully Automated Identification of Lymph Node Metastases and Lymphovascular Invasion in Endometrial Cancer From Multi-Parametric MRI by Deep Learning. March 12, 2024
Oncology | Pathology | Radiology Development and validation of a deep learning signature for predicting lymphovascular invasion and survival outcomes in clinical stage IA lung adenocarcinoma: A multicenter retrospective cohort study. February 7, 2024
Machine Learning | Oncology | Pathology Ensemble Deep Learning Model to Predict Lymphovascular Invasion in Gastric Cancer. January 26, 2024
Oncology | Pathology | Radiology Prior Clinico-Radiological Features Informed Multi-Modal MR Images Convolution Neural Network: A novel deep learning framework for prediction of lymphovascular invasion in breast cancer. January 17, 2024
Imaging Informatics | Oncology | Radiology Assessment of Lymphovascular Invasion in Breast Cancer Using a Combined MRI Morphological Features, Radiomics, and Deep Learning Approach Based on Dynamic Contrast-Enhanced MRI. October 19, 2023
Oncology | Pathology | Radiology Deep learning-powered 3D segmentation derives factors associated with lymphovascular invasion and prognosis in clinical T1 stage non-small cell lung cancer. April 25, 2023
Oncology | Pathology Further predictive value of lymphovascular invasion explored via supervised deep learning for lymph node metastases in breast cancer. December 8, 2022