Ophthalmology | Radiology PFMNet: Prototype-based feature mapping network for few-shot domain adaptation in medical image segmentation. June 2, 2024
Orthopedics | Radiology MAIRNet: weakly supervised anatomy-aware multimodal articulated image registration network. January 18, 2024
Neurology | Radiology SMILE: Siamese Multi-scale Interactive-representation LEarning for Hierarchical Diffeomorphic Deformable image registration. December 29, 2023
Ophthalmology | Surgery Nonlinear regression of remaining surgery duration from videos via Bayesian LSTM-based deep negative correlation learning. November 21, 2023
Radiology EDRL: Entropy-guided disentangled representation learning for unsupervised domain adaptation in semantic segmentation. August 2, 2023
Artificial Intelligence | Image-guided Surgery | Surgery CholecTriplet2022: Show me a tool and tell me the triplet – An endoscopic vision challenge for surgical action triplet detection. July 14, 2023
Medical Imaging | Radiology CVCL: Context-aware Voxel-wise Contrastive Learning for label-efficient multi-organ segmentation. May 15, 2023
Surgery CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. April 2, 2023
Radiology Handling Imbalanced Data: Uncertainty-guided Virtual Adversarial Training with Batch Nuclear-norm Optimization for Semi-supervised Medical Image Classification. March 28, 2022
Computer Science | Medical Imaging | Medical Physics | Radiology Deep learning-based 2D/3D registration of an atlas to biplanar X-ray images. March 16, 2022
Orthopedics | Radiology Entropy and distance maps-guided segmentation of articular cartilage: data from the Osteoarthritis Initiative. January 6, 2022
Medical Imaging | Radiology CyCMIS: Cycle-consistent Cross-domain Medical Image Segmentation via diverse image augmentation. December 17, 2021