Deep Learning | Ophthalmology Few-shot Class-incremental Learning for Retinal Disease Recognition. September 18, 2024
Gynecology | Oncology | Radiology Few-shot learning to identify atypical endometrial hyperplasia and endometrial cancer based on transvaginal ultrasonic images. September 10, 2024
Orthopedics | Radiology A few-shot learning framework for the diagnosis of osteopenia and osteoporosis using knee X-ray images. September 3, 2024
Computer Science | Engineering | Neurology Neuromorphic overparameterisation and few-shot learning in multilayer physical neural networks. August 30, 2024
Other Advanced Global Prototypical Segmentation Framework for Few-Shot Hyperspectral Image Classification. August 29, 2024
Bioinformatics | Health Informatics | Pharmacology Comparing a Large Language Model with Previous Deep Learning Models on Named Entity Recognition of Adverse Drug Events. August 23, 2024
Few-shot Learning | IoT Networks | Signal Processing A Semantic-Consistent Few-Shot Modulation Recognition Framework for IoT Applications. August 23, 2024
Computer Vision | Medical Imaging | Radiology A systematic review of few-shot learning in medical imaging. August 23, 2024
Other A veracity dissemination consistency-based few-shot fake news detection framework by synergizing adversarial and contrastive self-supervised learning. August 22, 2024
Medical Imaging | Oncology | Pathology A mutual reconstruction network model for few-shot classification of histological images: addressing interclass similarity and intraclass diversity. August 15, 2024
Chemoinformatics | Drug Discovery | Machine Learning Attribute-guided prototype network for few-shot molecular property prediction. August 12, 2024