Pedro Fonseca

39 papers A 1B 1C 3Misc 1Journal 19Unranked 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Deep Generative Model for Five-Class Sleep Staging With Arbitrary Sensor Input.
IEEE J. Biomed. Health Informatics
Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Fokke B. van Meulen, Johannes P. van Dijk, Sebastiaan Overeem, Ruud J. G. van Sloun
2025 J jnl
Multi-modal multi-task deep neural networks for sleep disordered breathing assessment using cardiac and audio signals.
Int. J. Medical Informatics
Jiali Xie, Pedro Fonseca, Johannes P. van Dijk, Sebastiaan Overeem, Xi Long
2025 J jnl
SSC-SleepNet: A Siamese-Based Automatic Sleep Staging Model With Improved N1 Sleep Detection.
IEEE J. Biomed. Health Informatics
Songlu Lin, Zhihong Wang, Hans Van Gorp, Mengzhu Xu, Merel van Gilst, Sebastiaan Overeem, Jean-Paul Linnartz, Pedro Fonseca, Xi Long
2024 J jnl
A generative foundation model for five-class sleep staging with arbitrary sensor input.
CoRR
Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Fokke B. van Meulen, Johannes P. van Dijk, Sebastiaan Overeem, Ruud J. G. van Sloun
2024 J jnl
Estimating the Severity of Obstructive Sleep Apnea Using ECG, Respiratory Effort and Neural Networks.
IEEE J. Biomed. Health Informatics
Pedro Fonseca, Marco Ross, Andreas Cerny, Peter Anderer, Fons Schipper, Angela Grassi, Merel van Gilst, Sebastiaan Overeem
2024 — conf
Measurement of cardia-respiratory dynamics during sleep arousals with a suprasternal pressure sensor.
MeMeA
Luca Cerina, Gabriele B. Papini, Pedro Fonseca, Sebastiaan Overeem, Rik Vullings
2024 J jnl
Overnight Sleep Staging Using Chest-Worn Accelerometry.
Sensors
Fons Schipper, Angela Grassi, Marco Ross, Andreas Cerny, Peter Anderer, Lieke W. A. Hermans, Fokke van Meulen, Mickey Leentjens, Emily Schoustra, Pien Bosschieter, Ruud J. G. van Sloun, Sebastiaan Overeem, Pedro Fonseca
2023 J jnl
A deep-learning approach to assess respiratory effort with a chest-worn accelerometer during sleep.
Biomed. Signal Process. Control.
Fons Schipper, Ruud J. G. van Sloun, Angela Grassi, Sebastiaan Overeem, Pedro Fonseca
2023 Misc conf
Aleatoric Uncertainty Estimation of Overnight Sleep Statistics Through Posterior Sampling Using Conditional Normalizing Flows.
ICASSP
Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Sebastiaan Overeem, Ruud J. G. van Sloun
2023 J jnl
Assessment of obstructive sleep apnea severity using audio-based snoring features.
Biomed. Signal Process. Control.
Jiali Xie, Pedro Fonseca, Johannes P. van Dijk, Sebastiaan Overeem, Xi Long
2023 J jnl
Modeling the Impact of Inter-Rater Disagreement on Sleep Statistics Using Deep Generative Learning.
IEEE J. Biomed. Health Informatics
Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Sebastiaan Overeem, Ruud J. G. van Sloun
2021 J jnl
A deep transfer learning approach for wearable sleep stage classification with photoplethysmography.
npj Digit. Medicine
Mustafa Radha, Pedro Fonseca, Arnaud Moreau, Marco Ross, Andreas Cerny, Peter Anderer, Xi Long, Ronald M. Aarts
2021 J jnl
Audio-based snore detection using deep neural networks.
Comput. Methods Programs Biomed.
Jiali Xie, Xavier L. Aubert, Xi Long, Johannes P. van Dijk, Bruno Arsenali, Pedro Fonseca, Sebastiaan Overeem
2021 — conf
PerSleep: A Visual Analytics Approach for Performance Assessment of Sleep Staging Models.
VCBM
Humberto S. Garcia Caballero, Alberto Corvò, Fokke van Meulen, Pedro Fonseca, Sebastiaan Overeem, Jarke J. van Wijk, Michel A. Westenberg
2019 J jnl
Improving sleep/wake classification with recurrence quantification analysis features.
Biomed. Signal Process. Control.
Jerome Rolink, Pedro Fonseca, Xi Long, Steffen Leonhardt
2018 — conf
Autonomic cardiac activity in adults with short and long sleep onset latency.
EMBC
Marina-Marinela Nano, Pedro Fonseca, Sebastiaan Overeem, Rik Vullings, Ronald M. Aarts
2018 — conf
On the generalizability of ECG-based obstructive sleep apnea monitoring: merits and limitations of the Apnea-ECG database.
EMBC
Gabriele B. Papini, Pedro Fonseca, Jenny Margarito, Merel M. van Gilst, Sebastiaan Overeem, Jan W. M. Bergmans, Rik Vullings
2017 C conf
Actigraphy-based sleep/wake detection for insomniacs.
BSN
Xi Long, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts
2017 J jnl
Cardiorespiratory Sleep Stage Detection Using Conditional Random Fields.
IEEE J. Biomed. Health Informatics
Pedro Fonseca, Niek den Teuling, Xi Long, Ronald M. Aarts
2017 J jnl
Detection of Nocturnal Slow Wave Sleep Based on Cardiorespiratory Activity in Healthy Adults.
IEEE J. Biomed. Health Informatics
Xi Long, Pedro Fonseca, Ronald M. Aarts, Reinder Haakma, Jerome Rolink, Steffen Leonhardt
2017 — conf
Photoplethysmography beat detection and pulse morphology quality assessment for signal reliability estimation.
EMBC
Gabriele B. Papini, Pedro Fonseca, Xavier L. Aubert, Sebastiaan Overeem, Jan W. M. Bergmans, Rik Vullings
2015 J jnl
Effects of Between- and Within-Subject Variability on Autonomic Cardiorespiratory Activity during Sleep and Their Limitations on Sleep Staging: A Multilevel Analysis.
Comput. Intell. Neurosci.
Xi Long, Reinder Haakma, Tim R. M. Leufkens, Pedro Fonseca, Ronald M. Aarts
2015 — conf
Improving sleep/wake detection via boundary adaptation for respiratory spectral features.
EMBC
Xi Long, Reinder Haakma, Jerome Rolink, Pedro Fonseca, Ronald M. Aarts
2015 J jnl
Recurrence quantification analysis across sleep stages.
Biomed. Signal Process. Control.
Jerome Rolink, Martin Kutz, Pedro Fonseca, Xi Long, Berno J. E. Misgeld, Steffen Leonhardt
2014 J jnl
Analyzing respiratory effort amplitude for automated sleep stage classification.
Biomed. Signal Process. Control.
Xi Long, Jérôme Foussier, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts
2014 — conf
Automatic detection of overnight deep sleep based on heart rate variability: A preliminary study.
EMBC
Xi Long, Pedro Fonseca, Reinder Haakma, Jérôme Foussier, Ronald M. Aarts
2014 J jnl
Sleep and Wake Classification With Actigraphy and Respiratory Effort Using Dynamic Warping.
IEEE J. Biomed. Health Informatics
Xi Long, Pedro Fonseca, Jérôme Foussier, Reinder Haakma, Ronald M. Aarts
2014 J jnl
Spectral Boundary Adaptation on Heart Rate Variability for Sleep and Wake Classification.
Int. J. Artif. Intell. Tools
Xi Long, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts, Jérôme Foussier
2013 — conf
Automatic Feature Selection for Sleep/Wake Classification with Small Data Sets.
BIOINFORMATICS
Jérôme Foussier, Pedro Fonseca, Xi Long, Steffen Leonhardt
2013 — conf
Combining HRV Features for Automatic Arousal Detection.
CinC
Jérôme Foussier, Pedro Fonseca, Xi Long, Berno J. E. Misgeld, Steffen Leonhardt
2013 — conf
On the impact of arousals on the performance of sleep and wake classification using actigraphy.
EMBC
Pedro Fonseca, Xi Long, Jérôme Foussier, Ronald M. Aarts
2013 — conf
Respiration amplitude analysis for REM and NREM sleep classification.
EMBC
Xi Long, Jérôme Foussier, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts
2012 C conf
Time-frequency analysis of heart rate variability for sleep and wake classification.
BIBE
Xi Long, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts, Jérôme Foussier
2012 — conf
Using dynamic time warping for sleep and wake discrimination.
BHI
Xi Long, Pedro Fonseca, Jérôme Foussier, Reinder Haakma, Ronald M. Aarts
2009 C conf
Towards a Ground Truth for Affective Classification in Movies.
ISM
Tsvetomira Tsoneva, Pedro Fonseca, Janto Skowronek
2008 — conf
Multimedia content analysis for consumer electronics.
CIVR
Mauro Barbieri, Pedro Fonseca, Marc A. Peters, Lu Wang
2008 — conf
User test of soccer highlights application.
BCS HCI (2)
Lu Wang, Pedro Fonseca, Bas Zoetekouw
2005 A conf
Real-Time and Distributed AV Content Analysis System for Consumer Electronics Networks.
ICME
Jan Nesvadba, Pedro Fonseca, Alexander Sinitsyn, Fons de Lange, Martijn Thijssen, Patrick van Kaam, Hong Liu, Rien van Leeuwen, Johan J. Lukkien, Andrei Korostelev, Jan Ypma, Bart Kroon, Hasan Celik, Alan Hanjalic, Suphi Umut Naci, Jenny Benois-Pineau, Peter H. N. de With, Jungong Han
2004 B conf
Face detection in the compressed domain.
ICIP
Pedro Fonseca, Jan Nesvadba