Digital Pathology | Machine Learning | Pathology Focused active learning for histopathological image classification. April 9, 2024
Cancer Diagnostics | Computational Pathology | Histotechnical Procedures | Pathology Are you sure it’s an artifact? Artifact detection and uncertainty quantification in histological images. January 10, 2024
Computational Pathology | Pathology Learning from crowds for automated histopathological image segmentation. January 9, 2024
Dermatology | Pathology Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset. November 4, 2023
Machine Learning | Medical Imaging | Oncology Probabilistic Attention Based on Gaussian Processes for Deep Multiple Instance Learning. April 7, 2023
Neurology | Radiology Deep Gaussian processes for multiple instance learning: Application to CT intracranial hemorrhage detection. April 7, 2022
Digital Health | Pathology Learning from crowds in digital pathology using scalable variational Gaussian processes. June 3, 2021
Pathology Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection. July 12, 2020
Pathology A new optical density granulometry-based descriptor for the classification of prostate histological images using shallow and deep Gaussian processes. August 16, 2019
Image processing | Machine Learning Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution. May 17, 2019