Ana Paula Rocha

Computational Mathematics
Mathematical Models and Applications
Probability and Statistics

Faculdade de Ciências da Universidade do Porto

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Publications

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2020

Classification of HRV using Long Short-Term Memory Networks

2020 11th Conference of the European Study Group on Cardiovascular Oscillations: Computation and Modelling in Physiology: New Challenges and Opportunities, ESGCO 2020

Locators: DOI

A Leite

ME Silva

Multivariate and Multiscale Complexity of Long-Range Correlated Cardiovascular and Respiratory Variability Series

Entropy

Locators: DOI

Aurora Martins

Riccardo Pernice

Celestino Amado

Maria Eduarda Silva

Michal Javorka

Luca Faes

Plateau Waves of Intracranial Pressure and Autonomic Stress Analysis

2020 11th Conference of the European Study Group on Cardiovascular Oscillations: Computation and Modelling in Physiology: New Challenges and Opportunities, ESGCO 2020

Locators: DOI

C Amado

C Dias

R Almeida

Vector Autoregressive Fractionally Integrated Models to Assess Multiscale Complexity in Cardiovascular and Respiratory Time Series

2020 11th Conference of the European Study Group on Cardiovascular Oscillations: Computation and Modelling in Physiology: New Challenges and Opportunities, ESGCO 2020

Locators: DOI

A Martins

C Amado

ME Silva

R Pernice

M Javorka

L Faes

2019

Measuring phylogenetic signal between categorical traits and phylogenies

BIOINFORMATICS

Locators: DOI

R Borges

JP Machado

C Gomes

A Antunes

Multiscale information storage of linear long-range correlated stochastic processes

PHYSICAL REVIEW E

Locators: DOI

L Faes

MA Pereira

ME Silva

R Pernice

A Busacca

M Javorka

2018

Model-Based Classification of Heart Rate Variability.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference

Locators: DOI

Argentina Leite

MariaEduarda Silva

2017

ARFIMA-GARCH modeling of HRV: Clinical application in acute brain injury

Complexity and Nonlinearity in Cardiovascular Signals

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R Almeida

C Dias

ME Silva

2016

Heart Rate Variability in Children Submitted to Surgery

Journal of Anesthesia & Clinical Research

Locators: DOI

MJ Silva

R Pinheiro

R Almeida

F Cunha

A Ribeiro

H Guimaraes

Modeling volatility in Heat Rate Variability

2016 38TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)

Locators: DOI

A Leite

ME Silva

Volatility Leveraging in Heart Rate: health vs disease

2016 COMPUTING IN CARDIOLOGY CONFERENCE (CINC), VOL 43

A Leite

ME Silva

2015

Heart Rate Variability during Plateau Waves of Intracranial Pressure: a pilot descriptive study

2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)

Locators: DOI

A Luis

AS Santos

C Dias

R Almeida

Reliability Loss with Sampling Rate Reduction

2015 COMPUTING IN CARDIOLOGY CONFERENCE (CINC)

Locators: DOI

P Sousa

R Almeida

MJ Silva

2014

Fetal QRS detection and heart rate estimation: a wavelet-based approach

PHYSIOLOGICAL MEASUREMENT

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R Almeida

H Goncalves

J Bernardes

Long-term HRV in critically ill pediatric patients: coma versus brain death

2014 COMPUTING IN CARDIOLOGY CONFERENCE (CINC), VOL 41

R Almeida

A Leite

MJ Silva

ME Silva

Post-Traumatic Multimodal Brain Monitoring: Response to Hypertonic Saline

JOURNAL OF NEUROTRAUMA

Locators: DOI

C Dias

MJ Silva

E Pereira

S Silva

A Cerejo

P Smielewski

JA Paiva

M Czosnyka

2013

A wavelet-based method for assessing fetal cardiac rhythms from abdominal ECGs

R. Almeida

H. Goncalves

J. Bernardes

Beyond long memory in heart rate variability: An approach based on fractionally integrated autoregressive moving average time series models with conditional heteroscedasticity

Chaos

Locators: DOI

Argentina Leite

Maria Eduarda Silva

Comparison of different methods of heart rate entropy analysis during acute anoxia superimposed on a chronic rat model of pulmonary hypertension

Medical Engineering & Physics

Locators: DOI

H. Goncalves

T. Henriques-Coelho

A. P. Lourenco

A. Leite-Moreira

J. Bernardes

Comparison of real beat-to-beat signals with commercially available 4 Hz sampling on the evaluation of foetal heart rate variability

Medical & Biological Engineering & Computing

Locators: DOI

H. Goncalves

A. Costa

D. Ayres-de-Campos

C. Costa-Santos

J. Bernardes