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Personal profile


“I always believe opening my eyes to see different worlds will encourage me to think about things that better our life.”

Research profile

Xi Long is Assistant Professor in the Signal Processing Systems group, where he advises, coordinates and participates in many collaborative projects (with, for example, Philips, Maxima Medical Center, Kempenhaeghe, UMC Utrecht, KU Leuven, Fudan University and others) combining signal processing, data analysis, and healthcare.

Long’s expertise is in signal processing, time series analysis, machine learning, data analytics, deep learning and mathematical modeling. His research interests include engineering for biomedical applications such as unobtrusive sensing, patient monitoring, vital signs monitoring, sleep, physical activity, perinatal and pregnancy monitoring, cardiorespiratory dynamics, psycho-physiological analysis, epilepsy, and brain activity.

In addition, Long has published over 80 scientific articles and reports, generated more than 25 IPs or patent filings and supervised more than 30 PhD or MSc students. He is a peer reviewer of more than 30 prestigious international journals/conferences in his research areas.

Academic background

Xi Long holds a BSc with honor in Electronic Information Engineering from Zhejiang University (China) and obtained his MSc in Electrical Engineering from Eindhoven University of Technology (TU/e) in 2009. He worked at Philips as a researcher from 2008 to 2009 and at Tencent (China) as project manager and UX engineer from 2009 to 2011. He then went on to do his PhD at TU/e and Philips Research, on signal processing and machine learning in unobtrusive sleep monitoring, which he completed cum laude in 2015. Long currently wears several hats: he is a Senior Scientist and Lead FCS Data Analytics Cluster at Philips Research, a Project Coordinator at Maxima Medical Center and UMC Utrecht, and an Assistant Professor at TU/e.

Education/Academic qualification

Doctor, Eindhoven University of Technology


Master, Eindhoven University of Technology


Bachelor, Zhejiang University


External positions

Senior Scientist, Philips Research

2016 → …

Fingerprint Dive into the research topics where Xi Long is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 8 Similar Profiles
Sleep Medicine & Life Sciences
Sleep Stages Medicine & Life Sciences
Electrocardiography Engineering & Materials Science
Electroencephalography Engineering & Materials Science
Classifiers Engineering & Materials Science
Actigraphy Medicine & Life Sciences
Polysomnography Medicine & Life Sciences
Photoplethysmography Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2009 2020

1 Citation (Scopus)
77 Downloads (Pure)

Sleep stage classification from heart-rate variability using long short-term memory neural networks

Radha, M., Fonseca, P., Moreau, A., Ross, M., Cerny, A., Anderer, P., Long, X. & Aarts, R., 2 Oct 2019, In : Scientific Reports. 9, 11 p., 14149 .

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Long-Term Memory
Sleep Stages
Short-Term Memory
13 Citations (Scopus)
4 Downloads (Pure)

EEG analysis of seizure patterns using visibility graphs for detection of generalized seizures

Wang, L., Long, X., Arends, J. B. A. M. & Aarts, R. M., 1 Oct 2017, In : Journal of Neuroscience Methods. 290, p. 85-94 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Intellectual Disability
26 Citations (Scopus)
4 Downloads (Pure)

Unobtrusive sleep state measurements in preterm infants - A review

Werth, J. V. S. W., Atallah, L., Andriessen, P., Long, X., Zwartkruis-Pelgrim, E. & Aarts, R. M., 2017, In : Sleep Medicine Reviews. 32, p. 109-122 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Premature Infants
6 Citations (Scopus)
90 Downloads (Pure)

Hybrid optical unobtrusive blood pressure measurements

Zhang, G., Shan, C., Kirenko, I., Long, X. & Aarts, R. M., 1 Jul 2017, In : Sensors. 17, 7, p. 1-15 15 p., 1541.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
blood pressure
Blood pressure
pressure measurement
Pressure measurement
11 Citations (Scopus)
170 Downloads (Pure)

Time delay between cardiac and brain activity during sleep transitions

Long, X., Arends, J. B. A. M., Aarts, R. M., Haakma, R., Fonseca, P. & Rolink, J., 2015, In : Applied Physics Letters. 106, 14, p. 143702-1/4 4 p., 143702.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
time lag
eye movements

Press / Media

China vows to confront structural issues with economic growth stabilizing

Xi Long


2 items of Media coverage

Press/Media: Expert Comment

Student theses

An unobtrusive surrogate blood pressure measurement by a camera and a contact sensor

Author: Zhang, G., 27 Oct 2016

Supervisor: Long, X. (Supervisor 1) & Shan, C. (External coach)

Student thesis: Master

Baby cry detection based on audio signals using deep neural networks

Author: Xie, J., 29 Apr 2019

Supervisor: Long, X. (Supervisor 1)

Student thesis: Master

Exploring a novel telescoping visibility graph methodology in physiological time series analysis

Author: Du, H., 31 Jan 2019

Supervisor: Long, X. (Supervisor 1)

Student thesis: Master

Feature extraction for deep sleep detection

Author: Yang, J., 31 Aug 2013

Supervisor: Long, X. (Supervisor 1), Haakma, R. (External coach), Calders, T. (Supervisor 2), Hoang, T. (Supervisor 2) & Serebrenik, A. (Supervisor 2)

Student thesis: Master