Oncology | Radiology Investigation of PET image quality with acquisition time/bed and enhancement of lesion quantification accuracy through deep progressive learning. January 9, 2024
Nuclear Medicine | Oncology | Radiology Deep learning-based whole-body characterization of prostate cancer lesions on [Ga]Ga-PSMA-11 PET/CT in patients with post-prostatectomy recurrence. December 4, 2023
Medical Imaging | Radiation Oncology Condition control training-based ConVMLP-ResU-Net for semantic segmentation of esophageal cancer in F-FDG PET/CT images. November 1, 2023
Oncology | Pathology | Radiology End-to-end deep learning radiomics: development and validation of a novel attention-based aggregate convolutional neural network to distinguish breast diffuse large B-cell lymphoma from breast invasive ductal carcinoma. October 23, 2023
Oncology | Radiology Multi-task deep learning-based radiomic nomogram for prognostic prediction in locoregionally advanced nasopharyngeal carcinoma. August 18, 2023
Medical Imaging | Radiation Oncology Automatic segmentation of esophageal gross tumor volume in F-FDG PET/CT images via GloD-LoATUNet. December 5, 2022
Oncology | Radiology Prediction of 5-year progression-free survival in advanced nasopharyngeal carcinoma with pretreatment PET/CT using multi-modality deep learning-based radiomics. August 15, 2022
Oncology | Radiology DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients With Advanced Nasopharyngeal Carcinoma Using Pretreatment PET/CT. June 13, 2022
Medical Imaging | Radiation Oncology Gross Tumor Volume Definition and Comparative Assessment for Esophageal Squamous Cell Carcinoma From 3D F-FDG PET/CT by Deep Learning-Based Method. April 4, 2022