Nuclear Medicine | Oncology Prognostic value of combining clinical factors, F-FDG PET-based intensity, volumetric features, and deep learning predictor in patients with EGFR-mutated lung adenocarcinoma undergoing targeted therapies: a cross-scanner and temporal validation study. May 5, 2024
Neurology | Radiology Greater accuracy of radiomics compared to deep learning to discriminate normal subjects from patients with dementia: a whole brain 18FDG PET analysis. January 8, 2024
Oncology | Radiology Prediction of Neoadjuvant Chemoradiotherapy Response in Rectal Cancer Patients Using Harmonized Radiomics of Multcenter F-FDG-PET Image. December 9, 2023
Oncology | Radiology | Surgery A comparison of 18F-FDG PET-based radiomics and deep learning in predicting regional lymph node metastasis in patients with resectable lung adenocarcinoma: a cross-scanner and temporal validation study. September 20, 2023
Neurology | Radiology Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model. December 8, 2022
Pathology | Radiology The efficacy of F-FDG-PET-based radiomic and deep-learning features using a machine-learning approach to predict the pathological risk subtypes of thymic epithelial tumors. March 21, 2022
Medical Imaging | Radiation Oncology Deep Learning Based Lymph Node Gross Tumor Volume Detection via Distance-Guided Gating Using CT and 18F-FDG PET in Esophageal Cancer Radiotherapy. October 27, 2021
Oncology | Precision Medicine | Radiology The Role of 18F-FDG PET/CT in Guiding Precision Medicine for Invasive Bladder Carcinoma. October 29, 2020
Neurology | Radiology Performance Comparison of Individual and Ensemble CNN Models for the Classification of Brain 18F-FDG-PET Scans. October 29, 2019