Juan-Carlos Perez-Cortes

Tenured Professor

Universitat Politècnica de València

Spain

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Juan-Carlos Perez-Cortes is a Tenured Professor at Universitat Politècnica de València, Spain. His research interests encompass machine learning applications in healthcare, including diabetes prognosis, image segmentation, and hospital readmission prediction. He also explores computer vision topics such as multiview classification and user behavior analysis through eye-tracking data.

Articles (17)

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2025

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2020

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2020

Collaborators (9)

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Patricia Pons

SPAIN

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Juan-Carlos Perez-Cortes

Research Interests

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About

Articles (17)

Three-Blind Validation Strategy of Deep Learning Models for Image Segmentation

A machine learning approach for type 2 diabetes diagnosis and prognosis using tailored heterogeneous feature subsets

Object-Specific Multiview Classification Through View-Compatible Feature Fusion

La anarquía relacional como disidencia interseccional

Breast Delineation in Full-Field Digital Mammography Using the Segment Anything Model

Improving the understanding of web user behaviors through machine learning analysis of eye-tracking data

Optimal Coherent Point Selection for 3D Quality Inspection from Silhouette-Based Reconstructions

Prediction of 30-day unplanned hospital readmission through survival analysis

SEQENS: An ensemble method for relevant gene identification in microarray data

Decision support through risk cost estimation in 30-day hospital unplanned readmission

Improving Multi-View Camera Calibration Using Precise Location of Sphere Center Projection

Breast Dense Tissue Segmentation with Noisy Labels: A Hybrid Threshold-Based and Mask-Based Approach

A deep learning framework to classify breast density with noisy labels regularization

Extended a Priori Probability (EAPP): A Data-Driven Approach for Machine Learning Binary Classification Tasks

Bias Analysis on Public X-Ray Image Datasets of Pneumonia and COVID-19 Patients

Probabilistic Evaluation of 3D Surfaces Using Statistical Shape Models (SSM)

High-Profile VRU Detection on Resource-Constrained Hardware Using YOLOv3/v4 on BDD100K

Collaborators (9)

Marta Roman

Carlos Suso-Ribera

Joaquim Arlandis

Diana Castilla

Eduard Montanya

Alberto Perez Jimenez

Francisco Javier Pérez-Benito

José Ramón Navarro-Cerdán

Patricia Pons

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