Dentistry | Maxillofacial Surgery | Radiology Odontogenic cystic lesion segmentation on cone-beam CT using an auto-adapting multi-scaled UNet. June 27, 2024
Dentomaxillofacial Radiology | Radiology Panoramic imaging errors in machine learning model development: a systematic review. January 26, 2024
Bioinformatics | Biology BIDCell: Biologically-informed self-supervised learning for segmentation of subcellular spatial transcriptomics data. January 13, 2024
Obstetrics | Radiology A Deep-Learning Enabled Automatic Fetal Thalamus Diameter Measurement Algorithm. December 12, 2023
Radiology Multi-Level Swin Transformer Enabled Automatic Segmentation and Classification of Breast Metastases. December 12, 2023
Medical Imaging | Oncology | Radiology SSPT-bpMRI: A Self-supervised Pre-training Scheme for Improving Prostate Cancer Detection and Diagnosis in Bi-parametric MRI. December 12, 2023
Orthopedics | Radiology | Surgery Hybrid CNN-transformer network for interactive learning of challenging musculoskeletal images. October 23, 2023
Oncology | Radiology Multi-task deep learning-based radiomic nomogram for prognostic prediction in locoregionally advanced nasopharyngeal carcinoma. August 18, 2023
Oncology | Pathology | Radiology Deep multimodal graph-based network for survival prediction from highly multiplexed images and patient variables. February 3, 2023
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
Oncology | Radiology Fused feature signatures to probe tumour radiogenomics relationships. February 10, 2022