Projecten per jaar
Persoonlijk profiel
Quote
“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 an Associate Professor in the Biomedical Diagnostics (BM/d) lab, Signal Processing Systems (SPS) group, where he advises, coordinates and participates in many collaborative projects (with, for example, Philips, Máxima Medical Center, Kempenhaeghe, UMC Utrecht, KU Leuven and Fudan University) combining technology and healthcare.
Long’s expertise is in signal processing, time series analysis, machine learning, deep learning and mathematical modeling. His research interests include engineering for biomedical applications such as unobtrusive sensing, vital signs monitoring, sleep, neonatology & pregnancy, epilepsy & brain activity, and clinical decision support.
Academic background
Xi Long holds a BEng with honor in electronic information engineering from Zhejiang University in China and obtained his MSc in electrical engineering from the Eindhoven University of Technology (TU/e) in 2009. He worked at Tencent China as a project manager and UX researcher from 2009 to 2011. He 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. He then joined Philips Research in 2016 and worked as a senior scientist and AI/Data lead, where he has been also a part-time assistant professor at the TU/e.
Long is an senior member of IEEE, an associate editor of Nature npj Digital Medicine, Frontiers in Digital Health, and an editorial board member Health Informatics Journal. He has published over 150 scientific articles and reports, generated more than 15 patents and supervised more than 40 PhD/MSc students. He is a peer reviewer for many leading international journals and conferences in his research areas.
Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
Opleiding / Academische kwalificatie
Doctor, PhD, Electrical Engineering (Signal Processing Systems), Technische Universiteit Eindhoven
2011 → 2015
Datum van toekenning: 30 jun. 2015
Master, MSc, Electrical Engineering, Technische Universiteit Eindhoven
2007 → 2009
Datum van toekenning: 25 aug. 2009
Bachelor, BEng, Electronics Information Engineering, Zhejiang University
2002 → 2006
Datum van toekenning: 30 jun. 2006
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Projecten
- 3 Actief
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TKI-HTSM/22.0501/TKI2212P12 MEDEIA: MEDical Engineering, Innovations and Applications
van Gilst, M. M. (Projectmedewerker), Hafkamp, F. (Projectmedewerker), van de Pol, J. (Projectmedewerker), Basso, G. (Projectmedewerker), Belt, H. J. W. (Projectmedewerker), van de Schaft, V. (Projectmedewerker), Bun, I. P. O. (Projectmedewerker), Zwerver, P. G. (Projectmedewerker), Long, X. (Projectmedewerker), Mischi, M. (Project Manager), Chen, X. (Projectmedewerker), Dassen, S. (Projectmedewerker) & Bergmans, J. W. M. (Projectmedewerker)
1/01/22 → 31/12/27
Project: Third tier
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TKI-HTSM/21.0219/TKI2112P11 PISANO SPS: Perioperative Innovations, Sleep Apnea and Newborn Opportunities
van der Hagen, D. (Project communicatie medewerker), Long, X. (Projectmedewerker), Turco, S. (Projectmedewerker), Varisco, G. (Projectmedewerker), Peri, E. (Projectmedewerker), Stevens, T. S. W. (Projectmedewerker), Barbagini, A. (Projectmedewerker), de Vries, T. (Projectmedewerker), Kuhn, J. (Projectmedewerker), Schiphorst, L. (Projectmedewerker), Mischi, M. (Project Manager), Bergmans, J. W. M. (Projectmedewerker), Belt, H. J. W. (Projectmedewerker) & Woerlee, P. H. (Projectmedewerker)
1/09/21 → 31/08/26
Project: Third tier
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TKI-HTSM/1912P08 PICASSO SPS: Perlnatal, CArdiovascular and Sleep medtech Solutions
van der Hagen, D. (Project communicatie medewerker), Peri, E. (Projectmedewerker), van der Aar, J. (Projectmedewerker), Peng, Z. (Projectmedewerker), van Gorp, H. (Projectmedewerker), Mischi, M. (Project Manager), Long, X. (Projectmedewerker), Bester, M. (Projectmedewerker) & Bergmans, J. W. M. (Projectmedewerker)
1/01/20 → 31/12/25
Project: Third tier
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A review on atrial fibrillation detection from ambulatory ECG
Ma, C., Xiao, Z., Zhao, L., Biton, S., Behar, J. A., Long, X. (Corresponding author), Vullings, R., Aarts, R. M., Li, J. & Liu, C., 1 mrt. 2024, In: IEEE Transactions on Biomedical Engineering. 71, 3, blz. 876-892 17 blz., 10274126.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand15 Downloads (Pure) -
Epileptic seizure detection by cascading isolation forest-based anomaly screening and EasyEnsemble
Guo, Y., Jiang, X., Tao, L., Meng, L., Dai, C., Long, X., Wan, F., Zhang, Y., Dijk, J. V., Aarts, R. M., Chen, W. (Corresponding author) & Chen, C. (Corresponding author), 2022, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 30, 99, blz. 915-924 10 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand40 Citaten (Scopus)85 Downloads (Pure) -
A deep transfer learning approach for wearable sleep stage classification with photoplethysmography
Radha, M. G., Fonseca, P., Moreau, A., Ross, M., Cerny, A., Anderer, P., Long, X. (Corresponding author) & Aarts, R. M., 15 sep. 2021, In: NPJ Digital Medicine. 4, 11 blz., 135.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand63 Citaten (Scopus)154 Downloads (Pure) -
Wearable sensing and telehealth technology with potential applications in the coronavirus pandemic
Ding, X.-R., Clifton, D., Ji, N., Lovell, N. H., Bonato, P., Chen, W., Yu, X., Xue, Z., Xiang, T., Long, X., Xu, K., Jiang, X., Wang, Q., Yin, B., Feng, G. & Zhang, Y.-T. (Corresponding author), 2021, In: IEEE Reviews in Biomedical Engineering. 14, blz. 48-70 23 blz., 9090987.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand198 Citaten (Scopus)436 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., mrt. 2021, In: Computer Methods and Programs in Biomedicine. 200, 9 blz., 105917.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access27 Citaten (Scopus)
Datasets
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Pitfalls in EEG Analysis in Patients With Nonconvulsive Status Epilepticus: A Preliminary Study
Wang, Y. (Ontwerper), Zibrandtsen, I. C. (Ontwerper), Lazeron, R. H. C. (Ontwerper), van Dijk, J. P. (Ontwerper), Long, X. (Ontwerper), Aarts, R. M. (Ontwerper), Wang, L. (Ontwerper) & Arends, J. B. A. M. (Ontwerper), SAGE Journals, 2 nov. 2021
DOI: 10.25384/sage.c.5689117, https://sage.figshare.com/collections/Pitfalls_in_EEG_Analysis_in_Patients_With_Nonconvulsive_Status_Epilepticus_A_Preliminary_Study/5689117
Dataset
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Can pre-trained convolutional neural networks be directly used as a feature extractor for video-based neonatal sleep and wake classification?
Awais, M. (Ontwerper), Long, X. (Ontwerper), Yin, B. (Ontwerper), Chen, C. (Ontwerper), Akbarzadeh, S. (Ontwerper), Abbasi, S. F. (Bijdrager), Irfan, M. (Ontwerper), Lu, C. (Bijdrager), Wang, X. (Bijdrager), Wang, L. (Bijdrager) & Chen, W. (Ontwerper), Figshare, 5 nov. 2020
DOI: 10.6084/m9.figshare.c.5197372, https://springernature.figshare.com/collections/Can_pre-trained_convolutional_neural_networks_be_directly_used_as_a_feature_extractor_for_video-based_neonatal_sleep_and_wake_classification_/5197372
Dataset
Prijzen
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Best student paper award - IEEE BIBE2012
Long, X. (Ontvanger), nov. 2012
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
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First runner-up paper award - IEEE BHI2012
Long, X. (Ontvanger), jan. 2012
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
Activiteiten
- 2 Workshop, seminar, cursus of expositie
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IEEE 23rd International Conference on Digital Signal Processing (DSP)
Long, X. (Organisator) & Chen, W. (Organisator)
20 nov. 2018Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
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14th International Conference on Wearable and Implantable Body Sensor Networks (BSN 2017)
Varon, C. (Organisator) & Long, X. (Organisator)
9 mei 2017Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
Cursussen
Knipsels
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Reports on Science and Technology Findings from Eindhoven University of Technology Provide New Insights (Continuous sensing and quantification of body motion in infants: A systematic review)
Peng, Z., Andriessen, P., van Pul, C. & Long, X.
31/07/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Steps towards a safe and silent neonatal ICU
van Pul, C., Varisco, G., Andriessen, P. & Long, X.
23/03/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Camera-based heart rate estimation for hospitalized newborns in the presence of motion artifacts
Long, X., Chen, W., Chen, W., Chen, W. & Wang, Y.
4/12/21
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
Scriptie
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Analysis and prediction of daily physical activity level data and behaviors based on a triaxial accelerometer
Long, X. (Auteur), Aarts, R. M. (Afstudeerdocent 1), 31 aug. 2009Scriptie/Masterproef: Master