Dermatology | Pathology MICIL: Multiple-Instance Class-Incremental Learning for skin cancer whole slide images. April 25, 2024
Oncology | Pathology Uninformed Teacher-Student for hard-samples distillation in weakly supervised mitosis localization. January 20, 2024
Dermatology | Pathology Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset. November 4, 2023
Dermatology | Pathology A Spitzoid Tumor dataset with clinical metadata and Whole Slide Images for Deep Learning models. October 16, 2023
Artificial Intelligence | Embryology | Reproductive Medicine Deep learning system for classification of ploidy status using time-lapse videos. July 2, 2023
Artificial Intelligence | Pathology ProGleason-GAN: Conditional progressive growing GAN for prostatic cancer Gleason grade patch synthesis. July 2, 2023
Dermatology | Pathology Labeling confidence for uncertainty-aware histology image classification. April 23, 2023
Pathology Deep Learning for Skin Melanocytic Tumors in Whole-Slide Images: A Systematic Review. January 8, 2023
Gastroenterology | Pathology Constrained multiple instance learning for ulcerative colitis prediction using histological images. July 17, 2022
Embryology | Reproductive Medicine Automatic characterization of human embryos at day 4 post-insemination from time-lapse imaging using supervised contrastive learning and inductive transfer learning techniques. May 24, 2022
Dermatopathology | Pathology An attention-based weakly supervised framework for spitzoid melanocytic lesion diagnosis in whole slide images. November 12, 2021
Ophthalmology Circumpapillary OCT-focused hybrid learning for glaucoma grading using tailored prototypical neural networks. August 20, 2021