Dermatology | Radiology Attention-Guided Learning with Feature Reconstruction for Skin Lesion Diagnosis using Clinical and Ultrasound Images. August 29, 2024
Neurology | Neuroscience A New Brain Network Construction Paradigm for Brain Disorder Via Diffusion-Based Graph Contrastive Learning. August 13, 2024
Orthopedics | Radiology Evaluation of fragility fracture risk using deep learning based on ultrasound radio frequency signal. July 9, 2024
Oncology | Radiology HCA-DAN: hierarchical class-aware domain adaptive network for gastric tumor segmentation in 3D CT images. May 22, 2024
Bioinformatics | Pharmacology CAT-DTI: cross-attention and Transformer network with domain adaptation for drug-target interaction prediction. April 2, 2024
Ophthalmology Automated detection of nine infantile fundus diseases and conditions in retinal images using a deep learning system. March 11, 2024
Cell Therapy | Stem Cell Biology Morphology-based deep learning enables accurate detection of senescence in mesenchymal stem cell cultures. January 3, 2024
Cardiology Gated CNN-Transformer Network for Automatic Cardiovascular Diagnosis using 12-lead Electrocardiogram. December 12, 2023
Biomedical Engineering | Neurology Domain-generalized EEG Classification with Category-oriented Feature Decorrelation and Cross-view Consistency Learning. August 1, 2023
Computer Vision | Medical Imaging | Radiology MHW-GAN: Multidiscriminator Hierarchical Wavelet Generative Adversarial Network for Multimodal Image Fusion. July 11, 2023
Ophthalmology Fundus Image-label Pairs Synthesis and Retinopathy Screening via GANs with Class-imbalanced Semi-supervised Learning. April 8, 2023