P. A. Estévez

Universidad de Santiago de Chile — Chile

Computer Science · Physical Sciences

33h-index5.4kcitations232works1.82yr avg
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Research Topics

Neural Networks and Applications(36), Gamma-ray bursts and supernovae(21), Face and Expression Recognition(17), Time Series Analysis and Forecasting(17), Stellar, planetary, and galactic studies(13)

Publications232 total

TWEEF: Trustworthiness Estimation and Enhancement Framework for Machine Learning Models
Applied Sciences·2026Open Access
Machine and deep learning structural vessel analysis of ruptured and unruptured brain arteriovenous malformations
Interventional Neuroradiology·2025
Physics-Informed Neural Network for Modeling the Pulmonary Artery Blood Pressure from Magnetic Resonance Images: A Reduced-Order Navier–Stokes Model
Biomedicines·2025· 1 citedOpen Access
Opposing Modulation of EEG Aperiodic Component by Ketamine and Thiopental: Implications for the Noninvasive Assessment of Cortical E/I Balance in Humans
2025Open Access
Image-Based Multi-Survey Classification of Light Curves with a Pre-Trained Vision Transformer
arXiv (Cornell University)·2025Open Access
Opposing Modulation of EEG Aperiodic Component by Ketamine and Thiopental: Implications for the Noninvasive Assessment of Cortical E/I Balance in Humans
2025· 2 citedOpen Access
USSD: Unsupervised Sleep Spindle Detector
IEEE Access·2025Open Access
Enhancing Slice-Wise Brain MRI Tasks using Self-Supervised and Auxiliary Learning
IEEE Journal of Biomedical and Health Informatics·2025
ATAT: Astronomical Transformer for time series and Tabular data
Astronomy and Astrophysics·2024· 12 citedOpen Access
Temporal Stamp Classifier: Classifying Short Sequences of Astronomical Alerts
2024
IEEE Computational Intelligence Society Information
IEEE Transactions on Emerging Topics in Computational Intelligence·2024Open Access
Temporal Stamp Classifier: Classifying Short Sequences of Astronomical Alerts
arXiv (Cornell University)·2024Open Access
Diagnostic support in pediatric craniopharyngioma using deep learning
Child s Nervous System·2024· 2 cited
A robust deep learning detector for sleep spindles and K-complexes: towards population norms
Scientific Reports·2024· 8 citedOpen Access
Model-based battery thermal parameter optimization using symbolic regression
Journal of Energy Storage·2023· 4 cited
Alert Classification for the ALeRCE Broker System: The Anomaly Detector
The Astronomical Journal·2023· 6 citedOpen Access
Development of machine learning models to predict gestational diabetes risk in the first half of pregnancy
BMC Pregnancy and Childbirth·2023· 38 citedOpen Access
Detecting Early Risk of Alzheimer’s Disease Using Self-Supervised Multimodal Representation Learning
2023· 2 cited
Persistent and occasional: Searching for the variable population of the ZTF/4MOST sky using ZTF Data Release 11
Astronomy and Astrophysics·2023· 21 citedOpen Access
CIS Society Officers
IEEE Computational Intelligence Magazine·2023Open Access
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Frequent Co-authors

Carlos A. Perez(19), F. Förster(7), P. Huijse(7), G. Cabrera-Vives(6), Claudio M. Held(5), I. Reyes(4), Pavlos Protopapas(4), Rodrigo Palma-­Behnke(4), Francisco J. Galdames(4), J. C. Maureira(3), G. Pignata(3), P. Sanchéz-Sáez(3), F. E. Bauer(3), J. Arredondo(3), José C. Prı́ncipe(3), Pablo Zegers(3), Bernardo Severino(3), Williams R. Calderón-Muñoz(3), Marcos E. Orchard(3), Marcelo Cortés-Carmona(3)