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Research Output 2018 2020

2020

Automatically generated smartphone data and subjective stress in healthy individuals - a pilot study

Faurholt-Jepsen, M., Þórarinsdóttir, H., Vinberg, M., Ullum, H., Frost, M., Bardram, J. E. & Kessing, L. V., 2020, (Accepted/In press) In : Nordic Journal of Psychiatry. p. 1-8 8 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Importance of Graphical User Interface in the design of P300 based Brain–Computer Interface systems

Ratcliffe, L. & Puthusserypady, S., 2020, In : Computers in Biology and Medicine. 117, 10 p., 103599.

Research output: Contribution to journalJournal articleResearchpeer-review

4 Downloads (Pure)

Personal information and public health: Design tensions in sharing and monitoring wellbeing in pregnancy

Doherty, K. C., Barry, M., Belisario, J. M., Morrison, C., Car, J. & Doherty, G., 2020, In : International Journal of Human-Computer Studies. 135, p. 102373 14 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File

Physiological abnormalities in patients admitted with acute exacerbation of COPD: an observational study with continuous monitoring

Elvekjaer, M., Aasvang, EK., Olsen, R. M., Sørensen, H. B. D., Porsbjerg, CM. ., Jensen, JU., Haahr‑Raunkjær, C. & Meyhoff, CS. ., 2020, (Accepted/In press) In : Journal of Clinical Monitoring and Computing. 10 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Robust, ECG-based algorithm for Sleep Disordered Breathing detection in large population-based cohorts using an automatic, data-driven approach

Olsen, M., Mignot, E., Jennum, P. J. & Sørensen, H. B. D., 2020, (Accepted/In press) In : Sleep. 11 p.

Research output: Contribution to journalJournal articleResearchpeer-review

7 Downloads (Pure)

Spectral analysis of New MEXICO standstill measurements to investigate vortex shedding in deep stall

Khan, M. A., Simão Ferreira, C., Schepers, G. J. & Sørensen, N. N., 2020, In : Wind Energy. 23, 1, p. 31-44

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
2019

4th international workshop on mental health and well-being: Sensing and intervention: sensing and intervention

Sano, A., Abdullah, S., Bardram, J. E., Servia, S., Murnane, E. L., Choudhury, T., Musolesi, M., Nunes Vilaza, G. & Mishra, V., 2019, Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers. Association for Computing Machinery, p. 899-901 3 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

A Clinically Applicable Interactive Micro and Macro-Sleep Staging Algorithm for Elderly and Patients with Neurodegeneration

Cesari, M., Christensen, J. A. E., Sixel-Döring, F., Muntean, ML., Mollenhauer, B., Trenkwalder, C., Jennum, P. & Sørensen, H. B. D., 2019, Proceedings of 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society . IEEE, p. 3649-52

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Activity-Centric Computing Systems

Bardram, J. E., Jeuris, S. T., Tell, P., Houben, S. & Voida, S., 2019, In : Communications of the ACM. 62, 8, p. 72-81

Research output: Contribution to journalJournal articleResearchpeer-review

117 Downloads (Pure)

A Hybrid MI-SSVEP based Brain Computer Interface for Potential Upper Limb Neurorehabilitation: A Pilot Study

McGeady, C., Vuckovic, A. & Puthusserypady, S., 2019, Proceedings of 2019 7th International Winter Conference on Brain-Computer Interface . IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
File

An Efficient Multi-Class MI Based BCI Scheme Using Statistical Fusion Techniques of Classifiers

Lopez, P. S., Iversen, H. K. & Puthusserypady, S., 2019, Proceedings of 2019 IEEE Region10 Conference. IEEE, p. 378-382

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

An Efficient Multi-Class MI Based BCI Scheme Using Statistical Fusion Techniques of Classifiers

López, P. S., Iversen, H. K. & Puthusserypady, S., 2019, Proceedings of 2019 IEEE Region10 Conference. IEEE, p. 376-80

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

An Ensemble of Deep Recurrent Neural Networks for P-wave Detection in Electrocardiogram

Peimankar, A. & Puthusserypady, S., 2019, 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 1284-1288 (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

165 Downloads (Pure)

An Improved Five Class MI Based BCI Scheme for Drone Control Using Filter Bank CSP

Christensen, S. M., Holm, N. S. & Puthusserypady, S., 2019, Proceedings of 2019 7th International Winter Conference on Brain-Computer Interface. IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
File

Assessing tDCS Placebo Effects on EEG and Cognitive Tasks

Petersen, T. H. & Puthusserypady, S., 2019, Proceedings of 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE, p. 4509-4512 4 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Automatic Detection of Cardiac Arrhythmias Using Ensemble Learning

Peimankar, A., Jajroodi, M. J. & Puthusserypady, S., 2019, Proceedings of 2019 IEEE Region10 Conference. IEEE, p. 381-86

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

5 Downloads (Pure)

Biometric Healthcare Research Platform: preliminary results using wearable sensors for multi-modal monitoring in epilepsy

Zibrandtsen, I. C., Masulli, P., Jeuris, S. T., Andersen, T. & Kjaer, T. W., 2019, Second International Congress on Mobile Health Devices and Seizure Detection in Epilepsy - Book of abstracts. p. 60-60

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
File
390 Downloads (Pure)

Brain Computer Interface for Neuro-rehabilitation With Deep Learning Classification and Virtual Reality Feedback

Karácsony, T., Hansen, J. P., Iversen, H. K. & Puthusserypady, S., 2019, Proceedings of the 10th Augmented Human International Conference 2019. Association for Computing Machinery, 8 p. Article No. 22

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
File

Cognitive load during gaze typing

Bafna, T. & Paulin, J., 2019, Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion. p. 83-84

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Consequence of Stress on Cognitive Performance: An EEG and HRV Study

Prathaban, S., Sisodia, V. & Puthusserypady, S., 2019, Proceedings of 2019 IEEE Region10 Conference. IEEE, p. 1975-1980 6 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

27 Downloads (Pure)

Data-driven analysis of EEG reveals concomitant superficial sleep during deep sleep in insomnia disorder

Christensen, J. A. E., Wassing, R., Wei, Y., Ramautar, J. R., Lakbila-Kamal, O., Jennum, P. J. & Van Someren, E. J. W., 2019, In : Frontiers in Neuroscience. 13, 12 p., 598.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File

Data-driven classification algorithms for identification and characterization of early neurodegeneration

Cesari, M., 2019, DTU Health Technology. 182 p.

Research output: Book/ReportPh.D. thesisResearch

Demo: UbiCaT - Wearable technology for ubiquitous cognitive assessment

Hafiz, P. & Bardram, J. E., 2019, UbiComp/ISWC '19 Adjunct Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers: Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers. Association for Computing Machinery, p. 278-279

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

42 Downloads (Pure)

Design and formative evaluation of cognitive assessment apps for wearable technologies

Hafiz, P. & Bardram, J. E., 9 Sep 2019, UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers. Association for Computing Machinery, p. 1162-1165

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
File

Designing for sharing and trust: Opening the access to personal data

Nunes Vilaza, G., 2019, Dis 2019 Companion - Companion Publication of the 2019 Acm Designing Interactive Systems Conference. Association for Computing Machinery, p. 105-108

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Evaluation of micro-sleep stability in patients with neurodegeneration using an automated algorithm

Muntean, M. -L., Cesari, M., Sixel-Doering, F., Mollenhauer, B., Christensen, J. A., Sørensen, H. B., Jennum, P. J. & Trenkwalder, C., 2019, In : EUROPEAN JOURNAL OF NEUROLOGY. 26, S. 1, p. 77-77 1 p., O2223.

Research output: Contribution to journalConference abstract in journalResearchpeer-review

External validation of a data‐driven algorithm for muscular activity identification during sleep

Cesari, M., Christensen, J. A. E., Sørensen, H. B. D., Jennum, P., Mollenhauer, B., Muntean, ML., Trenkwalder, C. & Sixel-Döring, F., 2019, In : Journal of Sleep Research. 28, 6, 14 p., e12868.

Research output: Contribution to journalJournal articleResearchpeer-review

Fast Assessment of Glycemic Control based on Continuous Glucose Monitoring Data

Mohebbi, A., Tarp, J. M., Jensen, M. L., Puthusserypady, S., Hachmann-Nielsen, E., Bengtsson, H. & Mørup, M., 2019, Proceedings of 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, p. 7185-7188

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

14 Downloads (Pure)

Improving and Automating Sleep Study Interpretation

Leary, E. B., Olesen, A. N., Seeger-Zybok, R. K., Sørensen, H. B. D., Jennum, P. & Mignot, E., 2019. 1 p.

Research output: Contribution to conferencePosterResearchpeer-review

Open Access
File

Is smartphone-based mood instability associated with stress, quality of life and functioning in bipolar disorder?

Faurholt-Jepsen, M., Frost, M., Busk, J., Christensen, E. M., Bardram, J. E., Vinberg, M. & Kessing, L. V., 2019, In : Bipolar Disorders (English Edition, Online). 21, 7, p. 611-620 10 p.

Research output: Contribution to journalJournal articleResearchpeer-review

44 Downloads (Pure)
Open Access
File

Methodological Challenges in Randomized Controlled Trials on Smartphone-Based Treatment in Psychiatry: Systematic Review

Tønning, M. L., Kessing, L. V., Bardram, J. E. & Faurholt-Jepsen, M., 2019, In : Journal of Medical Internet Research. 21, 10, 22 p., e15362.

Research output: Contribution to journalReviewResearchpeer-review

144 Downloads (Pure)

Mind Controlled Drone: An Innovative Multiclass SSVEP based Brain Computer Interface

Chiuzbaian, A., Jakobsen, J. & Puthusserypady, S., 2019, Proceedings of 2019 7th International Winter Conference on Brain-Computer Interface. IEEE, 5 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
File

Mobile Health Technology for Personalized Behavioral Activation Therapy

Rohani, D. A., 2019, DTU Health Technology. 140 p.

Research output: Book/ReportPh.D. thesisResearch

Non-invasive machine learning estimation of effort differentiates sleep-disordered breathing pathology

Hanif, U. R., Schneider, L. D., Trap, L., Leary, E. B., Moore, H., Guilleminault, C., Jennum, P., Sørensen, H. B. D. & Mignot, E. J. M., 2019, In : Physiological Measurement. 40, 2, 11 p., 025008 .

Research output: Contribution to journalJournal articleResearchpeer-review

Personalizing mental health: A feasibility study of a mobile behavioral activation tool for depressed patients

Rohani, D. A., Tuxen, N., Quemada Lopategui, A., Faurholt-Jepsen, M., Kessing, L. V. & Bardram, J. E., 2019, Proceedings of 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2019. Association for Computing Machinery, p. 282-290 (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

19 Downloads (Pure)

Pharmaco-Electroencephalographic Reponses in the Rat Differ Between Active and Inactive Locomotor States

Hansen, I. H., Agerskov, C., Arvastson, L. J., Bastlund, J. F., Sørensen, H. B. D. & Herrik, K. F., 2019, In : European Journal of Neuroscience. 50, 2, p. 1948-1971

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File

REM Sleep behavior disorder in Parkinson's disease: a model for identification and prediction of its progression from the prodromal stage

Cesari, M., Christensen, J. A. E., Sørensen, H. B. D., Mollenhauer, B., Muntean, M-L., Trenkwalder, C., Sixel-Döring, F. & Jennum, P., 2019, In : Sleep Medicine. 64, p. S59-S60

Research output: Contribution to journalJournal articleResearchpeer-review

Sharing access to behavioural and personal health data: Designers’ perspectives on opportunities and barriers

Vilaza, G. N. & Bardram, J. E., 2019, Proceedings of 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2019. Association for Computing Machinery, p. 346-350 (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

The association between mixed symptoms, irritability and functioning measured using smartphones in bipolar disorder

Faurholt-Jepsen, M., Frost, M., Christensen, E. M., Bardram, J. E., Vinberg, M. & Kessing, L. V., 2019, In : Acta Psychiatrica Scandinavica. 139, 5, p. 443-453 11 p.

Research output: Contribution to journalJournal articleResearchpeer-review

53 Downloads (Pure)

The Internet-Based Cognitive Assessment Tool: System Design and Feasibility Study

Hafiz, P., Miskowiak, K. W., Kessing, L. V., Elleby Jespersen, A., Obenhausen, K., Gulyas, L., Zukowska, K. & Bardram, J. E., 2019, In : JMIR Formative Research. 3, 3, 17 p., e13898.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
9 Downloads (Pure)

The Validity of Daily Self-Assessed Perceived Stress Measured Using Smartphones in Healthy Individuals: Cohort Study

Þórarinsdóttir, H., Faurholt-Jepsen, M., Ullum, H., Frost, M., Bardram, J. E. & Kessing, L. V., 2019, In : J M I R mHealth and uHealth. 7, 8, 12 p., e13418.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
60 Downloads (Pure)

Towards A Deep Learning-based Joint Detection Model For Nocturnal Polysomnogram Events

Olesen, A. N., Thybo, J., Chambon, S., Thorey, V., Jennum, P. J., Sørensen, H. B. D. & Mignot, E., 2019, In : Sleep (Online). 42, Suppl. 1, p. A130 1 p., 0318.

Research output: Contribution to journalConference abstract in journalResearchpeer-review

Open Access
File

Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram

Olesen, A. N., Chambon, S., Thorey, V., Jennum, P., Mignot, E. & Sørensen, H. B. D., 2019, Proceedings of 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE, p. 556-561

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

3 Downloads (Pure)

“Hear me out”: Smart speaker based conversational agent to monitor symptoms in mental health

Maharjan, R., Bækgaard, P. & Bardram, J. E., 2019, UbiComp/ISWC 2019: Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers. p. 929-933 5 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
File
2018

3 rd international workshop on mental health and well-being: Sensing and intervention

Abdullah, S., Sano, A., Murnane, E. L., Musolesi, M., Bardram, J. E., Servia, S. & Choudhury, T., 2018, UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers. New York: Association for Computing Machinery, p. 1681-1685 5 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Gaze typing using multi-key selection technique

Bafna, T., 2018, ASSETS 2018 - Proceedings of the 20th International ACM SIGACCESS Conference on Computers and Accessibility. ACM, p. 477-479

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Improving and Automating Sleep Study Interpretation

Leary, E. B., Olesen, A. N., Seeger-Zybok, R. K., Sørensen, H. B. D., Jennum, P. & Mignot, E., 2018.

Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

Personalized versus generic mood prediction models in bipolar disorder

Constantinides, M., Busk, J., Matic, A., Faurholt-Jepsen, M., Kessing, L. V. & Bardram, J. E., 8 Oct 2018, Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers. Association for Computing Machinery, p. 1700-1707

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review