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Activities

Employment (1)

Value for Health CoLAB: Lisboa, PT

2021-12-01 to present | Head (Data Science and Software Engineering)
Employment
Source: Self-asserted source
Guede, F.

Funding (3)

An intelligent system to improve patients’ safety and remote surveillance in follow-up for cardiothoracic surgery

2021-01-01 to 2024-06-30 | Contract
Fundação para a Ciência e a Tecnologia (Lisboa, PT)
GRANT_NUMBER:

DSAIPA/AI/0094/2020

Source: check_circle
CIÊNCIAVITAE

Desarrollo de métodos de medida del nivel de esfuerzo/recuperación en la práctica de ejercicio físico, basados en la actividad cardiovascular, temperatura y respiración

2016-01 to 2019-12 | Grant
Ministerio de Economía y Competitividad (Madrid, ES)
GRANT_NUMBER:

DEP2015-68538-C2-2-R

Source: Self-asserted source
Guede, F.
grade
Preferred source (of 2)‎

Development of healthy lifestyle markers for elder people based on smartphones

2014 to 2016 | Grant
Obra Social La Caixa (Barcelona, ES)
GRANT_NUMBER: recercaixa2013
Source: check_circle
CIÊNCIAVITAE

Works (26)

Assessment of the Impact of Home-Based Hospitalization on Health Outcomes: An Observational Study

Acta Médica Portuguesa
2024-06-03 | Journal article
SOURCE-WORK-ID:

cv-prod-id-4317846

Contributors: Pedro Correia Azevedo; Cátia Rei; Rui Grande; Mariana Saraiva; Federico Guede-Fernández; Eduarda Oliosi; Ana Londral
Source: check_circle
CIÊNCIAVITAE
grade
Preferred source (of 2)‎

Predicting post-discharge complications in cardiothoracic surgery: A clinical decision support system to optimize remote patient monitoring resources

International Journal of Medical Informatics
2024-02 | Journal article
Contributors: Ricardo Santos; Bruno Ribeiro; Inês Sousa; Jorge Santos; Federico Guede-Fernández; Pedro Dias; André V. Carreiro; Hugo Gamboa; Pedro Coelho; José Fragata et al.
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

On the use of fractional calculus to improve the pulse arrival time (PAT) detection when using photoplethysmography (PPG) and electrocardiography (ECG) signals

PLOS ONE
2024-02-16 | Journal article
Contributors: Mahtab Mohammadpoor Faskhodi; Mohanad Alkhodari; Miguel A. Garcia-Gonzalez; Mireya Fernandez-Chimeno; Federico Guede-Fernández; Marc Mateu-Mateus; Lluis Capdevila; Juan J. Ramos-Castro
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Enhancing postoperative anticoagulation therapy with remote patient monitoring: A pilot crossover trial study to evaluate portable coagulometers and chatbots in cardiac surgery follow-up

DIGITAL HEALTH
2024-01 | Journal article
Contributors: Federico Guede-Fernández; Tiago Silva Pinto; Helena Semedo; Clara Vital; Pedro Coelho; Maria Eduarda Oliosi; Salomé Azevedo; Pedro Dias; Ana Londral
Source: check_circle
Crossref

A Risk Prediction Framework to Optimize Remote Patient Monitoring Following Cardiothoracic Surgery

Lecture Notes in Computer Science
2023 | Book chapter
Part of ISBN: 9783031434297
Part of ISBN: 9783031434303
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Ricardo Santos; Bruno Ribeiro; Pedro Dias; Isabel Curioso; Pedro Madeira; Federico Guede-Fernández; Jorge Santos; Pedro Coelho; Inês Sousa; Ana Londral
Source: Self-asserted source
Guede, F.
grade
Preferred source (of 2)‎

Unravelling Heterogeneity: A Hybrid Machine Learning Approach to Predict Post-discharge Complications in Cardiothoracic Surgery

Progress in Artificial Intelligence
2023 | Book chapter
Part of ISBN: 9783031490101
Part of ISBN: 9783031490118
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Bruno Ribeiro; Isabel Curioso; Ricardo Santos; Federico Guede-Fernández; Pedro Coelho; Jorge Santos; José Fragata; Ana Londral; Inês Sousa
Source: Self-asserted source
Guede, F.
grade
Preferred source (of 2)‎

Image Analysis System for Early Detection of Cardiothoracic Surgery Wound Alterations Based on Artificial Intelligence Models

Applied Sciences
2023-02-07 | Journal article
Contributors: Catarina Pereira; Federico Guede-Fernández; Ricardo Vigário; Pedro Coelho; José Fragata; Ana Londral
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Remote Patient Monitoring Systems based on Conversational Agents for Health Data Collection

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies
2022 | Conference paper
Source: Self-asserted source
Guede, F.
grade
Preferred source (of 2)‎

Scaling-up digital follow-up care services: collaborative development and implementation of Remote Patient Monitoring pilot initiatives to increase access to follow-up care

Frontiers in Digital Health
2022-12-07 | Journal article
Part of ISSN: 2673-253X
Contributors: Salomé Azevedo; Federico Guede-Fernández; Francisco von Hafe; Pedro Dias; Inês Lopes; Nuno Cardoso; Pedro Coelho; Jorge Santos; José Fragata; Clara Vital et al.
Source: Self-asserted source
Guede, F.
grade
Preferred source (of 2)‎

Machine Learning Approaches for the Frailty Screening: A Narrative Review

International Journal of Environmental Research and Public Health
2022-07-20 | Journal article
Contributors: Eduarda Oliosi; Federico Guede-Fernández; Ana Londral
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Real-Time Integration of Segmentation Techniques for Reduction of False Positive Rates in Fire Plume Detection Systems during Forest Fires

Remote Sensing
2022-06-04 | Journal article
Contributors: Leonardo Martins; Federico Guede-Fernández; Rui Valente de Almeida; Hugo Gamboa; Pedro Vieira
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

A Deep Learning Based Object Identification System for Forest Fire Detection

Fire
2021-10-17 | Journal article
Contributors: Federico Guede-Fernández; Leonardo Martins; Rui Valente de Almeida; Hugo Gamboa; Pedro Vieira
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

A non-contact camera-based method for respiratory rhythm extraction

Biomedical Signal Processing and Control
2021-04 | Journal article
Part of ISSN: 1746-8094
Source: Self-asserted source
Guede, F.
grade
Preferred source (of 2)‎

microErgo: A Concept for an Ergonomic Self-Assessment Tool

2021 Seventh International conference on Bio Signals, Images, and Instrumentation (ICBSII)
2021-03-25 | Conference paper
Source: Self-asserted source
Guede, F.
grade
Preferred source (of 2)‎

A photoplethysmography smartphone-based method for heart rate variability assessment: device model and breathing influences

Biomedical Signal Processing and Control
2020 | Journal article
EID:

2-s2.0-85074650517

Contributors: Guede-Fernández, F.; Ferrer-Mileo, V.; Mateu-Mateus, M.; Ramos-Castro, J.; García-González, M.Á.; Fernández-Chimeno, M.
Source: Self-asserted source
Guede, F. via Scopus - Elsevier
grade
Preferred source (of 2)‎

Camera-Based Method for Respiratory Rhythm Extraction From a Lateral Perspective

IEEE Access
2020 | Journal article
Contributors: Marc Mateu-Mateus; Federico Guede-Fernandez; Miguel Angel Garcia-Gonzalez; Juan Jose Ramos-Castro; Mireya Fernandez-Chimeno
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Comparison of video-based methods for respiration rhythm measurement

Biomedical Signal Processing and Control
2019 | Journal article
EID:

2-s2.0-85062011643

Contributors: Mateu-Mateus, M.; Guede-Fernández, F.; Ferrer-Mileo, V.; García-González, M.A.; Ramos-Castro, J.; Fernández-Chimeno, M.
Source: Self-asserted source
Guede, F. via Scopus - Elsevier
grade
Preferred source (of 3)‎

Driver Drowsiness Detection Based on Respiratory Signal Analysis

IEEE Access
2019 | Journal article
Part of ISSN: 2169-3536
Source: Self-asserted source
Guede, F.
grade
Preferred source (of 4)‎

Non-Contact Infrared-Depth Camera-Based Method for Respiratory Rhythm Measurement While Driving

IEEE Access
2019 | Journal article
Contributors: Marc Mateu-Mateus; Federico Guede-Fernandez; Miguel A. Garcia-Gonzalez; Juan Ramos-Castro; Mireya Fernandez-Chimeno
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Una contribución a la evaluación de la adherencia a hábitos de vida saludables basado en aplicaciones móviles

2018-09-06 | Dissertation or Thesis
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Respiratory signal extraction

2016-12-28 | Patent
SOURCE-WORK-ID:

cv-prod-id-1018655

PAT:

WO/2018/121861

Contributors: Fernandez-Chimeno, M.; Ramos-Castro, J; García-González, M.Á.; Guede-Fernandez, Federico; Mateu-Mateus, M.; Rodriguez-Ibañez, N.; Bas Pujols, Bernat; Alvarez Gómez, Jose María
Source: check_circle
CIÊNCIAVITAE

A methodology to quantify the differences between alternative methods of heart rate variability measurement

Physiol. Meas.
2015 | Journal article
Contributors: M A García-González; M Fernández-Chimeno; F Guede-Fernández; V Ferrer-Mileo; A Argelagós-Palau; L Álvarez-Gómez; E Parrado; J Moreno; L Capdevila; J Ramos-Castro
Source: Self-asserted source
Guede, F. via Crossref Metadata Search
grade
Preferred source (of 3)‎

Assessment of Energy Expended in Physical Activity by a Smartphone-Based System

6th European Conference of the International Federation for Medical and Biological Engineering
2015 | Conference paper
Part of ISSN: 1680-0737
Source: Self-asserted source
Guede, F.
grade
Preferred source (of 4)‎

RR Time Series Comparison Obtained by H7 Polar Sensors or by Photoplethysmography Using Smartphones: Breathing and Devices Influences

6th European Conference of the International Federation for Medical and Biological Engineering
2015 | Conference paper
Source: Self-asserted source
Guede, F.
grade
Preferred source (of 4)‎

Accuracy of heart rate variability estimation by photoplethysmography using an smartphone: Processing optimization and fiducial point selection

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
2015-08 | Conference paper
Contributors: V. Ferrer-Mileo; F. Guede-Fernandez; M. Fernandez-Chimeno; J. Ramos-Castro; M. A. Garcia-Gonzalez
Source: Self-asserted source
Guede, F. via Crossref Metadata Search
grade
Preferred source (of 5)‎

Using smartphone bases biodevices for analyzing physiological, psychological and behavioral user's habits

2013 | Conference paper
EID:

2-s2.0-84877943096

Contributors: Fernández, F.G.; Solà, M.P.; González, M.A.G.; Ortís, L.C.; Castro, J.R.; Chimeno, M.F.
Source: Self-asserted source
Guede, F. via Scopus - Elsevier
grade
Preferred source (of 2)‎

Peer review (4 reviews for 2 publications/grants)

Review activity for Clinical autonomic research. (3)
Review activity for Journal of strength and conditioning research. (1)