Oncology | Pathology Dual-stream multi-dependency graph neural network enables precise cancer survival analysis. July 4, 2024
Ophthalmology Uncertainty-aware multiple-instance learning for reliable classification: Application to optical coherence tomography. July 3, 2024
Surgery Reducing annotating load: Active learning with synthetic images in surgical instrument segmentation. June 29, 2024
Cardiology CCSI: Continual Class-Specific Impression for data-free class incremental learning. June 27, 2024
Cardiology | Radiology Anatomically plausible segmentations: Explicitly preserving topology through prior deformations. June 27, 2024
Cell Biology | Virology Multi-detector fusion and Bayesian smoothing for tracking viral and chromatin structures. June 19, 2024
Medical Imaging | Radiology CMAN: Cascaded Multi-scale Spatial Channel Attention-guided Network for large 3D deformable registration of liver CT images. June 3, 2024
Cardiology | Radiology TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction. May 31, 2024
Oncology | Radiology | Urology Involving logical clinical knowledge into deep neural networks to improve bladder tumor segmentation. May 30, 2024
Medical Imaging | Radiology Unsupervised model adaptation for source-free segmentation of medical images. May 30, 2024
Computational Pathology | Pathology Unsupervised mutual transformer learning for multi-gigapixel Whole Slide Image classification. May 29, 2024