Jakob Eyvind Bardram

2024

Mood instability in patients with unipolar depression measured using smartphones and the association with measures of wellbeing, recovery and functioning

Kessing, L. V., Tønning, M. L., Busk, J., Rohani, D., Frost, M., Bardram, J. E. & Faurholt-Jepsen, M., 2024, In: Nordic Journal of Psychiatry. 78, 6, p. 518-524 7 p.

Research output: Contribution to journal › Journal article › Research › peer-review

Perceptions and effectiveness of episodic future thinking as digital micro-interventions based on mobile health technology

Roland Persson, D., E. Bardram, J. & Bækgaard, P., 2024, In: Digital Health. 10, p. 1-19

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Using digital phenotyping to classify bipolar disorder and unipolar disorder – exploratory findings using machine learning models

Faurholt-Jepsen, M., Rohani, D. A., Busk, J., Tønning, M. L., Frost, M., Bardram, J. E. & Kessing, L. V., 2024, In: European Neuropsychopharmacology. 81, p. 12-19 8 p.

Research output: Contribution to journal › Journal article › Research › peer-review

2023

An investigation of the contextual distribution of false positives in a deep learning-based atrial fibrillation detection algorithm

Kumar, D., Puthusserypady, S., Dominguez, H., Sharma, K. & Bardram, J. E., 2023, In: Expert Systems with Applications. 211, 12 p., 118540.

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DiaFocus: A Personal Health Technology for Adaptive Assessment in Long-Term Management of Type 2 Diabetes

Bardram, J. E., Cramer-Petersen, C., Maxhuni, A., Christensen, M. V. S., Bækgaard, P., Persson, D. R., Lind, N., Christensen, M. B., Nørgaard, K., Khakurel, J., Skinner, T. C., Kownatka, D. & Jones, A., 2023, In: ACM Transactions on Computing for Healthcare. 4, 2, 43 p., 13.

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Episodic Future Thinking as Digital Micro-interventions

Persson, D. R., Yoo, S., Bardram, J. E., Skinner, T. C. & Bækgaard, P., 2023, HCI International 2023 – Late Breaking Papers - 25th International Conference on Human-Computer Interaction, HCII 2023, Proceedings. Springer Science and Business Media Deutschland GmbH, p. 213-237 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14054 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Exploring Patient Needs and Designing Concepts for Digitally Supported Health Solutions in Managing Type 2 Diabetes: Cocreation Study

Persson, D. R., Zhukouskaya, K., Wegener, A.-M. K., Jørgensen, L. K., Bardram, J. E. & Bækgaard, P., 2023, In: JMIR Formative Research. 7, 19 p., e49738.

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Introducing extended consultations for patients with severe mental illness in general practice: Results from the SOFIA feasibility study

Jønsson, A. B. R., Martiny, F. H. J., Søndergaard, M. K., Brodersen, J. B., Due, T. D., Nielsen, M. H., Bakkedal, C., Bardram, J. E., Bissenbakker, K., Christensen, I., Doherty, K., Kjellberg, P., Mercer, S. W., Reventlow, S., Rozing, M. P. & Møller, A., 2023, In: BMC Primary Care. 24, 1, 15 p., 206.

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Irritability in bipolar disorder and unipolar disorder measured daily using smartphone-based data: An exploratory post hoc study

Faurholt-Jepsen, M., Busk, J., Tønning, M. L., Bardram, J. E., Frost, M., Vinberg, M. & Kessing, L. V., 2023, In: Acta Psychiatrica Scandinavica. 147, 6, p. 593-602 10 p.

Research output: Contribution to journal › Journal article › Research › peer-review

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Mood instability and activity/energy instability in patients with bipolar disorder according to day-to-day smartphone-based data – An exploratory post hoc study

Faurholt-Jepsen, M., Busk, J., Bardram, J. E., Stanislaus, S., Frost, M., Christensen, E. M., Vinberg, M. & Kessing, L. V., 2023, In: Journal of Affective Disorders. 334, 9 p., 83-91.

Research output: Contribution to journal › Journal article › Research › peer-review

Reaching the Frail Elderly for the Diagnosis and Management of Atrial Fibrillation—REAFEL

Bamberg, C., Ladegaard, C. T., Aalling, M., Jensen, D. M., Madsen, C. L., Kamil, S., Gudbergsen, H., Saxild, T., Schiøtz, M. L., Grew, J., Castillo, L. S., Tousgaard, I., Johansen, R. L. R., Bardram, J. E., Frølich, A. & Domínguez, H., 2023, In: International Journal of Environmental Research and Public Health. 20, 18, 14 p., 6783.

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Reading Between the Leads: Local Lead-Attention Based Classification of Electrocardiogram Signals

Manimaran, G., Puthusserypady, S., Dominguez, H. & Bardram, J. E., 2023, Computing in Cardiology 2023. Vol. 50. 4 p. 221. (Computing in Cardiology).

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Remote Assessment in healthcare: Technologies, methods, benefits, and challenges

Bardram, J. E., 2023, In: PLOS ONE. 18, 4 , 9 p., e0283945.

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The effect of smartphone-based monitoring and treatment including clinical feedback versus smartphone-based monitoring without clinical feedback in bipolar disorder: the SmartBipolar trial—a study protocol for a randomized controlled parallel-group trial

Faurholt-Jepsen, M., Kyster, N. B., Dyreholt, M. S., Christensen, E. M., Bondo-Kozuch, P., Lerche, A. S., Smidt, B., Knorr, U., Brøndmark, K., Cardoso, A. M. B., Mathiesen, A., Sjælland, R., Nørbak-Emig, H., Sponsor, L. L., Mardosas, D., Sarauw-Nielsen, I. P., Bukh, J. D., Heller, T. V., Frost, M. & Iversen, N. & 4 others, Bardram, J. E., Busk, J., Vinberg, M. & Kessing, L. V., 2023, In: Trials. 24, 1, 15 p., 583.

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2022

A Scoping Review of Ethics Across SIGCHI

Nunes Vilaza, G., Doherty, K., McCashin, D., Coyle, D., Bardram, J. & Barry, M., 2022, Proceedings of Designing Interactive Systems Conference (DIS ’22). Association for Computing Machinery, 18 p.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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CACHET-CADB: A Contextualized Ambulatory Electrocardiography Arrhythmia Dataset

Kumar, D., Puthusserypady, S., Dominguez, H., Sharma, K. & Bardram, J. E., 2022, In: Frontiers in Cardiovascular Medicine. 9, 14 p., 893090.

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Deepaware: A hybrid deep learning and context-aware heuristics-based model for atrial fibrillation detection

Kumar, D., Peimankar, A., Sharma, K., Domínguez, H., Puthusserypady, S. & Bardram, J. E., 2022, In: Computer Methods and Programs in Biomedicine. 221, 11 p., 106899.

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Differences in mobility patterns according to machine learning models in patients with bipolar disorder and patients with unipolar disorder

Faurholt-Jepsen, M., Busk, J., Rohani, D. A., Frost, M., Tønning, M. L., Bardram, J. E. & Kessing, L. V., 2022, In: Journal of Affective Disorders. 306, p. 246-253 8 p.

Research output: Contribution to journal › Journal article › Research › peer-review

Digital health competencies in medical school education: a scoping review and Delphi method study

Khurana, M. P., Raaschou-Pedersen, D. E., Kurtzhals, J., Bardram, J. E., Ostrowski, S. R. & Bundgaard, J. S., 2022, In: BMC Medical Education. 22, p. 129 9 p.

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Discriminating between Patients with Unipolar disorder, Bipolar Disorder and Healthy Control Individuals based on Voice Features Collected from Naturalistic Smartphone Calls

Faurholt‐Jepsen, M., Rohani, D. A., Busk, J., Tønning, M. L., Vinberg, M., Bardram, J. E. & Kessing, L. V., 2022, In: Acta Psychiatrica Scandinavica. 145, 3, p. 255-267 13 p.

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Experiences of a Speech-enabled Conversational Agent for the Self-report of Well-being among People Living with Affective Disorders: An In-the-Wild Study

Maharjan, R., Doherty, K., Rohani, D. A., Bækgaard, P. & Bardram, J. E., Jun 2022, In: ACM Transactions on Interactive Intelligent Systems. 12, 2, 29 p., 10.

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From Sensing to Acting—Can Pervasive Computing Change the World?

Bardram, J. E., 2022, In: IEEE Pervasive Computing. 22, 1, p. 1-7 7 p.

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mCardia: A Context-Aware ECG Collection System for Ambulatory Arrhythmia Screening

Kumar, D., Maharjan, R., Maxhuni, A., Dominguez, H., Frølich, A. & Bardram, J. E., 2022, In: Acm Transactions on Computing and Healthcare. 3, 2, 28 p., 20.

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Software Architecture Patterns for Extending Sensing Capabilities and Data Formatting in Mobile Sensing

Bardram, J. E., 2022, In: Sensors (Basel, Switzerland). 22, 7, 20 p., 2813.

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Unboxing the Clinical Health Technology Deployment

Doherty, K., Baekgaard, P., Nielsen, M. H., Jonsson, A. B. R., Reventlow, S. & Bardram, J., 2022, In: IEEE Pervasive Computing. 21, 4, p. 64-73

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What Is the Difference? Investigating the Self-Report of Wellbeing via Conversational Agent and Web App

Maharjan, R., Rohani, D. A., Doherty, K., Baekgaard, P. & Bardram, J. E., 2022, In: IEEE Pervasive Computing. 21, 2, p. 60-68

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What's Up With These Conversational Health Agents? From Users' Critiques to Implications for Design

Maharjan, R., Doherty, K., Rohani, D. A., Bækgaard, P. & Bardram, J. E., 7 Apr 2022, In: Frontiers in Digital Health. 4, 15 p., 840232.

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2021

6^thInternational Workshop on Mental Health and Well-being: Sensing and Intervention

Mishra, V., Sano, A., Kunchay, S., Abdullah, S., Bardram, J. E., Murnane, E. L., Choudhury, T., Musolesi, M., Nunes Vilaza, G., Nandakumar, R. & Rahman, T., 2021, UbiComp '21: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers. Association for Computing Machinery, p. 185-187

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Analysis of Perceived Human Factors and Participants’ Demographics during a Cognitive Assessment Study with a Smartwatch

Hafiz, P., Maxhuni, A. & Bardram, J. E., 2021, Proceedings of the 8th IEEE International Conference on Healthcare Informatics. IEEE, 10 p.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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Automatically Generated Smartphone Data in Young Patients With Newly Diagnosed Bipolar Disorder and Healthy Controls

Melbye, S., Stanislaus, S., Vinberg, M., Frost, M., Bardram, J. E., Kessing, L. V. & Faurholt-Jepsen, M., 2021, In: Frontiers in Psychiatry. 12, 559954.

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Benefits of Using Activity Recommender Technology for Self-management of Depressive Symptoms

Rohani, D. A., Faurholt-Jepsen, M., Kessing, L. V. & Bardram, J. E., 2021, In: Acm Transactions on Computing and Healthcare. 2, 4, 21 p., 31.

Research output: Contribution to journal › Journal article › Research › peer-review

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Can we talk? Design Implications for the Questionnaire-Driven Self-Report of Health and Wellbeing via Conversational Agent

Maharjan, R., Rohani, D. A., Bækgaard, P., Bardram, J. & Doherty, K., 2021, CUI '21: CUI 2021 - 3rd Conference on Conversational User Interfaces. Association for Computing Machinery, 11 p. 5. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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Daily mobility patterns in patients with bipolar disorder and healthy individuals

Faurholt-Jepsen, M., Busk, J., Vinberg, M., Christensen, E. M., Þórarinsdóttir, H., Frost, M., Bardram, J. E. & Kessing, L. V., 2021, In: Journal of Affective Disorders. 278, p. 413-422

Research output: Contribution to journal › Journal article › Research › peer-review

Integrated personalized diabetes management goes Europe: A multi-disciplinary approach to innovating type 2 diabetes care in Europe

Jones, A., Bardram, J. E., Bækgaard, P., Cramer-Petersen, C. L., Skinner, T., Vrangbæk, K., Starr, L., Nørgaard, K., Lind, N., Bechmann Christensen, M., Glümer, C., Wang-Sattler, R., Laxy, M., Brander, E., Heinemann, L., Heise, T., Schliess, F., Ladewig, K. & Kownatka, D., 2021, In: Primary Care Diabetes. 15, 2, p. 360-364

Research output: Contribution to journal › Review › peer-review

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Internet-based cognitive assessment tool: Sensitivity and validity of a new online cognition screening tool for patients with bipolar disorder

Miskowiak, K. W., Jespersen, A. E., Obenhausen, K., Hafiz, P., Hestbæk, E., Gulyas, L., Kessing, L. V. & Bardram, J. E., 2021, In: Journal of Affective Disorders. 289, p. 125-134

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Mobile and Wearable Sensing Frameworks for mHealth Studies and Applications: A Systematic Review

Kumar, D., Jeuris, S., Bardram, J. E. & Dragoni, N., 2021, In: Acm Transactions on Computing and Healthcare. 2, 1, 28 p., 8.

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Mood, activity, and sleep measured via daily smartphone-based self-monitoring in young patients with newly diagnosed bipolar disorder, their unaffected relatives and healthy control individuals

Melbye, S. A., Stanislaus, S., Vinberg, M., Frost, M., Bardram, J. E., Sletved, K., Coello, K., Kjærstad, H. L., Christensen, E. M., Faurholt-Jepsen, M. & Kessing, L. V., 2021, In: European Child and Adolescent Psychiatry. 30, p. 1209–1221

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Mood and activity measured using smartphones in unipolar depressive disorder

Tønning, M., Faurholt-Jepsen, M., Bardram, J., Frost, M. & Kessing, L. V., 2021, In: European Neuropsychopharmacology. 53, Suppl. 1, p. S373-S374 P.0507 .

Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

Mood and Activity Measured Using Smartphones in Unipolar Depressive Disorder

Tønning, M. L., Faurholt-Jepsen, M., Frost, M., Bardram, J. E. & Kessing, L. V., 2021, In: Frontiers in Psychiatry. 12, 12 p., 701360.

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Prevalences of comorbid anxiety disorder and daily smartphone-based self-reported anxiety in patients with newly diagnosed bipolar disorder

Stanislaus, S., Coello, K., Kjærstad, H. L., Sletved, K. S. O., Seeberg, I., Frost, M., Bardram, J. E., Jensen, R. N., Vinberg, M., Faurholt-Jepsen, M. & Kessing, L. V., 2021, In: Evidence-Based Mental Health. 24, 4, p. 137-144

Research output: Contribution to journal › Journal article › Research › peer-review

Public attitudes to digital health research repositories: Cross-sectional international survey

Vilaza, G. N., Coyle, D. & Bardram, J. E., 2021, In: Journal of Medical Internet Research. 23, 10, e31294.

Research output: Contribution to journal › Review › peer-review

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Recommending Activities for Mental Health and Well-being: Insights from Two User Studies

Rohani, D. A., Springer, A., Hollis, V., Bardram, J. E. & Whittaker, S., 2021, In: I E E E Transactions on Emerging Topics in Computing. 9, 3, p. 1183-1193

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Reducing the rate of psychiatric Re-ADMISsions in Bipolar Disorder using smartphones The RADMIS trial

Faurholt-Jepsen, M., Tønning, M. L., Frost, M., Martiny, K., Tuxen, N., Rosenberg, N., Busk, J., Winther, O., Thaysen-Petersen, D., Aamund, K. A., Tolderlund, L., Bardram, J. E. & Vedel Kessing, L., 2021, In: Acta Psychiatrica Scandinavica. 143, 5, p. 453-465

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The effect of smartphone-based monitoring and treatment on the rate and duration of psychiatric readmission in patients with unipolar depressive disorder: The RADMIS randomized controlled trial

Tønning, M. L., Faurholt-Jepsen, M., Frost, M., Martiny, K., Tuxen, N., Rosenberg, N., Busk, J., Winther, O., Melbye, S. A., Thaysen-Petersen, D., Aamund, K. A., Bardram, J. E. & Kessing, L. V., 1 Mar 2021, In: Journal of Affective Disorders. 282, p. 354-363

Research output: Contribution to journal › Journal article › Research › peer-review

The SOFIA pilot trial: a cluster-randomized trial of coordinated, co-produced care to reduce mortality and improve quality of life in people with severe mental illness in the general practice setting

Rozing, M. P., Jønsson, A., Køster-Rasmussen, R., Due, T. D., Brodersen, J., Bissenbakker, K. H., Siersma, V., Mercer, S. W., Guassora, A. D., Kjellberg, J., Kjellberg, P. K., Nielsen, M. H., Christensen, I., Bardram, J. E., Martiny, F., Møller, A. & Reventlow, S., 2021, In: Pilot and Feasibility Studies. 7, 1, 13 p., 168.

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Voice analyses using smartphone-based data in patients with bipolar disorder, unaffected relatives and healthy control individuals, and during different affective states

Faurholt-Jepsen, M., Rohani, D. A., Busk, J., Vinberg, M., Bardram, J. E. & Kessing, L. V., 2021, In: International Journal of Bipolar Disorders. 9, 13 p., 38.

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2020

A Decade of Ubiquitous Computing Research in Mental Health

Bardram, J. E. & Matic, A., 2020, In: IEEE Pervasive Computing. 19, 1, 11 p., 9003513.

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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, In: Nordic Journal of Psychiatry. 74, 4, p. 293-300

Research output: Contribution to journal › Journal article › Research › peer-review

Daily estimates of clinical severity of symptoms in bipolar disorder from smartphone-based self-assessments

Busk, J., Faurholt-Jepsen, M., Frost, M., Bardram, J. E., Kessing, L. V. & Winther, O., 18 Jun 2020, In: Translational Psychiatry. 10, 1, 12 p.

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Daily self-reported and automatically generated smartphone-based sleep measurements in patients with newly diagnosed bipolar disorder, unaffected first-degree relatives and healthy control individuals

Stanislaus, S., Vinberg, M., Melbye, S., Frost, M., Busk, J., Bardram, J. E., Faurholt-Jepsen, M. & Kessing, L. V., 2020, In: Evidence - Based Mental Health. 23, 4, p. 146-153

Research output: Contribution to journal › Journal article › Research › peer-review

Jakob Eyvind Bardram

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