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
Bioinformatics | Biophysics | Structural Biology Cryo-EM image alignment: from pair-wise to joint with deep unsupervised difference learning. January 29, 2023
Oncology | Radiology Fused feature signatures to probe tumour radiogenomics relationships. February 10, 2022
Computer Vision | Medical Imaging | Radiology Unsupervised Domain Adaptation to Classify Medical Images using Zero-bias Convolutional Auto-encoders and Context-based Feature Augmentation. February 3, 2020
Oncology | Radiology Deep multi-modality collaborative learning for distant metastases predication in PET-CT soft-tissue sarcoma studies. January 17, 2020
Medical Imaging | Radiology Convolutional sparse kernel network for unsupervised medical image analysis. June 25, 2019
Radiology | Urology A propagation-DNN: Deep combination learning of multi-level features for MR prostate segmentation. May 15, 2019
Radiology Computer-Assisted Decision Support System in Pulmonary Cancer detection and stage classification on CT images. May 14, 2019
Ophthalmology Robust deep learning method for choroidal vessel segmentation on swept source optical coherence tomography images. May 9, 2019
Oncology | Radiology Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT. April 5, 2019
Pathology Patch-level Tumor Classification in Digital Histopathology Images with Domain Adapted Deep Learning. March 6, 2019