Publications
Full list on Google Scholar.
2026
- Evaluating Demographic Fairness in Histopathology Foundation Models Conference IEEE International Conference on Image Processing (ICIP)
- Evaluating Zero-Shot Vision–Language Models for Agri-Food Image Classification Conference Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU)
2025
- Are generative models fair? A study of racial bias in dermatological image generation Conference Scandinavian Conference on Image Analysis (SCIA)
- A fusocelular skin dataset with whole slide images for deep learning models Journal Scientific Data PDF
2024
- The CrowdGleason dataset: Learning the Gleason grade from crowds and experts Journal Computer Methods and Programs in Biomedicine PDF
- Domain Adaptation for Unsupervised Cancer Detection: An application for skin Whole Slides Images from an interhospital dataset Conference 27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)
- Are you sure it's an artifact? Artifact detection and uncertainty quantification in histological images Journal Computerized Medical Imaging and Graphics PDF
- Learning from crowds for automated histopathological image segmentation Journal Computerized Medical Imaging and Graphics PDF
- An end-to-end approach to combine attention feature extraction and Gaussian Process models for deep multiple instance learning in CT hemorrhage detection Journal Expert Systems with Applications PDF
- Unsupervised Prediction of Blastocyst Development from Oocyte images Conference DSA International Summer Conference
2023
- Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset Journal Artificial Intelligence in Medicine PDF
- Crowdsourcing segmentation of histopathological images using annotations provided by medical students Conference International Conference on Artificial Intelligence in Medicine (AIME)
- Deep Gaussian Processes for classification with multiple noisy annotators. Application to breast cancer tissue classification Journal IEEE Access PDF
2022
- Deep Gaussian Processes for Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection Journal Computer Methods and Programs in Biomedicine PDF
2021
- Learning from crowds in digital pathology using scalable variational Gaussian processes Journal Scientific Reports PDF
- A Contribution to Deep Learning Approaches for Automatic Classification of Volcano-Seismic Events: Deep Gaussian Processes Journal IEEE Transactions on Geoscience and Remote Sensing
2020
- A TV-based image processing framework for blind color deconvolution and classification of histological images Journal Digital Signal Processing PDF
2019
- Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based Descriptor Conference International Conference on Intelligent Data Engineering and Automated Learning (IDEAL)
- A new optical density granulometry-based descriptor for the classification of prostate histological images using shallow and deep Gaussian processes Journal Computer Methods and Programs in Biomedicine PDF