Projects per year
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Dive into the research topics where Jiali Xie is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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TKI-HTSM/20.0295/PPS2006 MEDUSA: Medical Data Utilization Solutions Accelerator
van Gilst, M. M. (Project member), Xie, J. (Project member), Huijben, I. (Project member), Wulterkens, B. M. (Project member), Hafkamp, F. (Project member), van de Pol, J. (Project member), Montree, R. J. H. (Project member), Abdalrahim, R. (Project member), Cerina, L. (Project member), Oei, S. G. (Project member), Vullings, R. (Project member), Mischi, M. (Project Manager) & Bergmans, J. W. M. (Project member)
1/01/20 → 5/02/26
Project: Third tier
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Multimodel signal analysis for unobstrusive characterization of obstructive sleep apnea
Bergmans, J. W. M. (Project Manager), Krijn, R. (Project member), Papini, G. (Project member), Xie, J. (Project member), van Gilst, M. M. (Project communication officer) & van der Hagen, D. (Project communication officer)
1/02/16 → 28/02/21
Project: Research direct
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A multi-task learning model using RR intervals and respiratory effort to assess sleep disordered breathing
Xie, J. (Corresponding author), Fonseca, P., van Dijk, J., Overeem, S. & Long, X., 5 May 2024, In: BioMedical Engineering Online. 23, 1, 16 p., 45.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
Assessment of obstructive sleep apnea severity using audio-based snoring features
Xie, J., Fonseca, P., van Dijk, J., Overeem, S. & Long, X. (Corresponding author), Sept 2023, In: Biomedical Signal Processing and Control. 86, Part A, 11 p., 104942.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile9 Citations (Scopus)270 Downloads (Pure) -
The Use of Respiratory Effort Improves an ECG-Based Deep Learning Algorithm to Assess Sleep-Disordered Breathing
Xie, J. (Corresponding author), Fonseca, P., van Dijk, J. P., Long, X. (Corresponding author) & Overeem, S., 1 Jul 2023, In: Diagnostics. 13, 13, 15 p., 2146.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile4 Citations (Scopus)43 Downloads (Pure) -
Audio-based snore detection using deep neural networks
Xie, J., Aubert, X., Long, X. (Corresponding author), van Dijk, J., Arsenali, B., Fonseca, P. & Overeem, S., Mar 2021, In: Computer Methods and Programs in Biomedicine. 200, 9 p., 105917.Research output: Contribution to journal › Article › Academic › peer-review
Open Access33 Citations (Scopus) -
Convolutional neural networks for audio-based continuous infant cry monitoring at home
Xie, J., Long, X. (Corresponding author), Otte, R. & Shan, C., 15 Dec 2021, In: IEEE Sensors Journal. 21, 24, p. 27710-27717 8 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile18 Citations (Scopus)217 Downloads (Pure)
Thesis
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Baby cry detection based on audio signals using deep neural networks
Xie, J. (Author), Long, X. (Supervisor 1), 29 Apr 2019Student thesis: Master
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