Miguel López-Pérez

Author

Miguel López-Pérez

Universidad de Granada ORCID

Also Known As

López-Pérez, Miguel, Miguel Lopez-Perez, Miguel López-Pérez

Publications

212

Citations

H-Index

Concepts

All Affiliations

Universidad de Granada Northwestern University Universitat Politècnica de València

About

Miguel López-Pérez is an author at Universidad de Granada specializing in computer vision, medical imaging, and digital pathology.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	2	2	54
2	Health Sciences	1	1	21
3	Medicine	1	1	33
4	Biostatistics	1	1	21
5	Data Science	1	1	21

Miguel López-Pérez

Publications

174

Citations

H-Index

Page 1

	Year	Citations
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, Computer Methods and Programs in Biomedicine UrologyImage AnalysisEngineeringMedical ImagingPattern Recognition	2019	33
Learning from crowds in digital pathology using scalable variational Gaussian processes Miguel López-Pérez, Mohamed Amgad, Pablo Morales-Álvarez, Scientific Reports	2021	32
Deep Gaussian processes for multiple instance learning: Application to CT intracranial hemorrhage detection Miguel López-Pérez, Arne Schmidt, Yunan Wu, Computer Methods and Programs in Biomedicine	2022	27
A TV-based image processing framework for blind color deconvolution and classification of histological images Fernando Pérez-Bueno, Miguel López-Pérez, Miguel Vega, Digital Signal Processing	2020	23
Deep Gaussian Processes for Classification With Multiple Noisy Annotators. Application to Breast Cancer Tissue Classification Miguel López-Pérez, Pablo Morales-Álvarez, Lee Cooper, IEEE Access	2023	21
Are you sure it’s an artifact? Artifact detection and uncertainty quantification in histological images Neel Kanwal, Miguel López-Pérez, Umay Kiraz, Computerized Medical Imaging and Graphics Convolutional Neural NetworkEngineeringMachine LearningDigital PathologyArtifact Detection	2023	21
A Contribution to Deep Learning Approaches for Automatic Classification of Volcano-Seismic Events: Deep Gaussian Processes Miguel López-Pérez, Luz García, Carmen Benı́tez, IEEE Transactions on Geoscience and Remote Sensing	2020	17

Page 1