Miguel López-Pérez

A new optical density granulometry-based descriptor for the classification of prostate histological images using shallow and deep Gaussian processes

Ángel E. Esteban, Miguel López-Pérez, Adrián Colomer et al. · Computer Methods and Programs in Biomedicine · 2019 · 33 citations · Full text

Urology, Image Analysis, Engineering +12

Learning from crowds in digital pathology using scalable variational Gaussian processes

Miguel López-Pérez, Mohamed Amgad, Pablo Morales-Álvarez et al. · Scientific Reports · 2021 · 32 citations · Full text

Deep Gaussian processes for multiple instance learning: Application to CT intracranial hemorrhage detection

Miguel López-Pérez, Arne Schmidt, Yunan Wu et al. · Computer Methods and Programs in Biomedicine · 2022 · 27 citations · Full text

A TV-based image processing framework for blind color deconvolution and classification of histological images

Fernando Pérez-Bueno, Miguel López-Pérez, Miguel Vega et al. · Digital Signal Processing · 2020 · 23 citations · Full text

Deep Gaussian Processes for Classification With Multiple Noisy Annotators. Application to Breast Cancer Tissue Classification

Miguel López-Pérez, Pablo Morales-Álvarez, Lee Cooper et al. · IEEE Access · 2023 · 21 citations · Full text