Agriculture | Plant Pathology PDSE-Lite: lightweight framework for plant disease severity estimation based on Convolutional Autoencoder and Few-Shot Learning. January 23, 2024
Energy conversion systems | Fault Diagnosis Few-Shot Fault Diagnosis Based on an Attention-Weighted Relation Network. January 22, 2024
Ophthalmology A difficulty-aware and task-augmentation method based on meta-learning model for few-shot diabetic retinopathy classification. January 15, 2024
Oncology | Pathology Few-shot learning based oral cancer diagnosis using a dual feature extractor prototypical network. January 10, 2024
Oncology | Radiology Few-shot segmentation framework for lung nodules via an optimized active contour model. January 8, 2024
Chemistry | National Defense | Pharmacy Reconstructing Randomly Masked Spectra Helps DNNs Identify Discriminant Wavenumbers. December 27, 2023
Animal behavior studies | Bioacoustics | Biodiversity Monitoring | Natural resource management Global birdsong embeddings enable superior transfer learning for bioacoustic classification. December 22, 2023
Neurology | Neurophysiology | Sleep Medicine Few-shot EEG sleep staging based on transductive prototype optimization network. December 21, 2023
Pathology A Weakly Supervised Segmentation Network Embedding Cross-scale Attention Guidance and Noise-sensitive Constraint for Detecting Tertiary Lymphoid Structures of Pancreatic Tumors. December 8, 2023
Ophthalmology Domain-Aware Few-Shot Learning for Optical Coherence Tomography Noise Reduction. November 24, 2023
Microbiology | Pathology Evolutionary design of explainable algorithms for biomedical image segmentation. November 6, 2023