Dermatology Boosting few-shot rare skin disease classification via self-supervision and distribution calibration. July 1, 2024
Dermatology | Medical Imaging Deep Deblurring in Teledermatology: Deep Learning Models Restore the Accuracy of Blurry Images’ Classification. June 27, 2024
Dermatology Classifying Real-world Macroscopic Images in the Primary-Secondary Care Interface using Transfer Learning: Implications for Development of Artificial Intelligence Solutions using Non- dermoscopic Images. November 22, 2023
Dermatology HI-MViT: A lightweight model for explainable skin disease classification based on modified MobileViT. October 17, 2023
Dermatology | Gastroenterology | Radiology Class-Specific Distribution Alignment for semi-supervised medical image classification. July 30, 2023
Dermatology | Pathology | Radiology A Multi-Stage Faster RCNN-Based iSPLInception for Skin Disease Classification Using Novel Optimization. June 15, 2023
Computer Science | Dermatology A Collaborative Learning Model for Skin Lesion Segmentation and Classification. March 11, 2023
Dermatology | Machine Learning | Medical Imaging A multimodal transformer to fuse images and metadata for skin disease classification. May 11, 2022
Computer Science | Dermatology | General Practice Classification of Skin Disease Using Deep Learning Neural Networks with MobileNet V2 and LSTM. April 30, 2021
Dermatology | Medical Imaging Progressive Transfer Learning and Adversarial Domain Adaptation for Cross-Domain Skin Disease Classification. September 23, 2019