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Volumn 53, Issue 2, 2019, Pages 119-128

Objective smartphone data as a potential diagnostic marker of bipolar disorder

Author keywords

Bipolar disorder; diagnostic behavioural marker; healthy control individuals; smartphone

Indexed keywords

ADULT; ARTICLE; BEHAVIOR; BIPOLAR DISORDER; CASE CONTROL STUDY; CLINICAL ARTICLE; CONTROLLED STUDY; DIAGNOSTIC TEST ACCURACY STUDY; FEMALE; HUMAN; MALE; PILOT STUDY; PREDICTIVE VALUE; RECEIVER OPERATING CHARACTERISTIC; SENSITIVITY AND SPECIFICITY; TEXT MESSAGING; SMARTPHONE; TIME FACTOR; YOUNG ADULT;

EID: 85060260576     PISSN: 00048674     EISSN: 14401614     Source Type: Journal    
DOI: 10.1177/0004867418808900     Document Type: Article
Times cited : (61)

References (51)
  • 4
    • 0015025701 scopus 로고
    • Unipolar and bipolar affective illness. Differences in clinical characteristics accompanying depression
    • Beigel A, Murphy DL, (1971) Unipolar and bipolar affective illness. Differences in clinical characteristics accompanying depression. Archives of General Psychiatry 24: 215–220
    • (1971) Archives of General Psychiatry , vol.24 , pp. 215-220
    • Beigel, A.1    Murphy, D.L.2
  • 5
    • 85086739458 scopus 로고    scopus 로고
    • Using smartphones to monitor bipolar disorder symptoms: A pilot study
    • e2
    • Beiwinkel T, Kindermann S, Maier A. (2016) Using smartphones to monitor bipolar disorder symptoms: A pilot study. JMIR Mental Health 3: e2
    • (2016) JMIR Mental Health , vol.3
    • Beiwinkel, T.1    Kindermann, S.2    Maier, A.3
  • 6
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman L, (2001) Random forests. Machine Learning 45: 5–32
    • (2001) Machine Learning , vol.45 , pp. 5-32
    • Breiman, L.1
  • 8
    • 84868095007 scopus 로고    scopus 로고
    • Insight in bipolar disorder: Relationship to episode subtypes and symptom dimensions
    • Cassidy F, (2010) Insight in bipolar disorder: Relationship to episode subtypes and symptom dimensions. Neuropsychiatric Disease and Treatment 6: 627–631
    • (2010) Neuropsychiatric Disease and Treatment , vol.6 , pp. 627-631
    • Cassidy, F.1
  • 9
    • 85060242899 scopus 로고    scopus 로고
    • 80% of people will own a smartphone by 2020
    • accessed 9 June 2018
    • ChargeItSpot (2016) 80% of people will own a smartphone by 2020. ChargeItSpot. Available at: https://chargeitspot.com/80-of-people-will-own-a-smartphone-by-2020/ (accessed 9 June 2018)
    • (2016) ChargeItSpot
  • 11
    • 84974817737 scopus 로고    scopus 로고
    • Workshops at the twenty-eighth AAAI conference on artificial intelligence, Québec City, QC, Canada, 27–28 July, In
    • Doryab A, (2014) Detection of behavior change in people with depression. In: Workshops at the twenty-eighth AAAI conference on artificial intelligence, Québec City, QC, Canada, 27–28 July
    • (2014) Detection of behavior change in people with depression
    • Doryab, A.1
  • 12
    • 84867578904 scopus 로고    scopus 로고
    • Differences in psychomotor activity in patients suffering from unipolar and bipolar affective disorder in the remitted or mild/moderate depressive state
    • Faurholt-Jepsen M, Brage S, Vinberg M. (2012) Differences in psychomotor activity in patients suffering from unipolar and bipolar affective disorder in the remitted or mild/moderate depressive state. Journal of Affective Disorders 141: 457–463
    • (2012) Journal of Affective Disorders , vol.141 , pp. 457-463
    • Faurholt-Jepsen, M.1    Brage, S.2    Vinberg, M.3
  • 13
    • 85020144569 scopus 로고    scopus 로고
    • Voice analysis as an objective state marker in bipolar disorder
    • (, a), : e856
    • Faurholt-Jepsen M, Busk J, Frost M. (2016a) Voice analysis as an objective state marker in bipolar disorder. Translational Psychiatry 6: e856
    • (2016) Translational Psychiatry , vol.6
    • Faurholt-Jepsen, M.1    Busk, J.2    Frost, M.3
  • 14
    • 85027576654 scopus 로고    scopus 로고
    • Reducing the rate and duration of Re-ADMISsions among patients with unipolar disorder and bipolar disorder using smartphone-based monitoring and treatment – The RADMIS trials: Study protocol for two randomized controlled trials
    • Faurholt-Jepsen M, Frost M, Martiny K. (2017) Reducing the rate and duration of Re-ADMISsions among patients with unipolar disorder and bipolar disorder using smartphone-based monitoring and treatment – The RADMIS trials: Study protocol for two randomized controlled trials. Trials 18: 277
    • (2017) Trials , vol.18 , pp. 277
    • Faurholt-Jepsen, M.1    Frost, M.2    Martiny, K.3
  • 15
    • 84899953384 scopus 로고    scopus 로고
    • Smartphone data as objective measures of bipolar disorder symptoms
    • Faurholt-Jepsen M, Frost M, Vinberg M. (2014) Smartphone data as objective measures of bipolar disorder symptoms. Psychiatry Research 217: 124–127
    • (2014) Psychiatry Research , vol.217 , pp. 124-127
    • Faurholt-Jepsen, M.1    Frost, M.2    Vinberg, M.3
  • 16
    • 84945260388 scopus 로고    scopus 로고
    • Smartphone data as an electronic biomarker of illness activity in bipolar disorder
    • Faurholt-Jepsen M, Vinberg M, Frost M. (2015) Smartphone data as an electronic biomarker of illness activity in bipolar disorder. Bipolar Disorders 17: 715–728
    • (2015) Bipolar Disorders , vol.17 , pp. 715-728
    • Faurholt-Jepsen, M.1    Vinberg, M.2    Frost, M.3
  • 17
    • 84954115562 scopus 로고    scopus 로고
    • Electronic self-monitoring of mood using IT platforms in adult patients with bipolar disorder: A systematic review of the validity and evidence
    • (, b), : 7
    • Faurholt-Jepsen M, Munkholm K, Frost M. (2016b) Electronic self-monitoring of mood using IT platforms in adult patients with bipolar disorder: A systematic review of the validity and evidence. BMC Psychiatry 16: 7
    • (2016) BMC Psychiatry , vol.16
    • Faurholt-Jepsen, M.1    Munkholm, K.2    Frost, M.3
  • 18
    • 84962719824 scopus 로고    scopus 로고
    • Behavioral activities collected through smartphones and the association with illness activity in bipolar disorder
    • (, c
    • Faurholt-Jepsen M, Vinberg M, Frost M. (2016c) Behavioral activities collected through smartphones and the association with illness activity in bipolar disorder. International Journal of Methods in Psychiatric Research 25: 309–323
    • (2016) International Journal of Methods in Psychiatric Research , vol.25 , pp. 309-323
    • Faurholt-Jepsen, M.1    Vinberg, M.2    Frost, M.3
  • 20
    • 84912571809 scopus 로고    scopus 로고
    • New measures of mental state and behavior based on data collected from sensors, smartphones, and the Internet
    • Glenn T, Monteith S, (2014) New measures of mental state and behavior based on data collected from sensors, smartphones, and the Internet. Current Psychiatry Reports 16: 523
    • (2014) Current Psychiatry Reports , vol.16 , pp. 523
    • Glenn, T.1    Monteith, S.2
  • 22
    • 84946605577 scopus 로고    scopus 로고
    • Smartphone application for the analysis of prosodic features in running speech with a focus on bipolar disorders: System performance evaluation and case study
    • Guidi A, Salvi S, Ottaviano M. (2015) Smartphone application for the analysis of prosodic features in running speech with a focus on bipolar disorders: System performance evaluation and case study. Sensors 15: 28070–28087
    • (2015) Sensors , vol.15 , pp. 28070-28087
    • Guidi, A.1    Salvi, S.2    Ottaviano, M.3
  • 24
    • 84925874602 scopus 로고    scopus 로고
    • Self-monitoring and psychoeducation in bipolar patients with a smart-phone application (SIMPLe) project: Design, development and studies protocols
    • 52
    • Hidalgo-Mazzei D, Mateu A, Reinares M. (2015) Self-monitoring and psychoeducation in bipolar patients with a smart-phone application (SIMPLe) project: Design, development and studies protocols. BMC Psychiatry 15: 52
    • (2015) BMC Psychiatry , vol.15
    • Hidalgo-Mazzei, D.1    Mateu, A.2    Reinares, M.3
  • 25
    • 84964680284 scopus 로고    scopus 로고
    • Psychoeducation in bipolar disorder with a SIMPLe smartphone application: Feasibility, acceptability and satisfaction
    • (, a
    • Hidalgo-Mazzei D, Mateu A, Reinares M. (2016a) Psychoeducation in bipolar disorder with a SIMPLe smartphone application: Feasibility, acceptability and satisfaction. Journal of Affective Disorders 200: 58–66
    • (2016) Journal of Affective Disorders , vol.200 , pp. 58-66
    • Hidalgo-Mazzei, D.1    Mateu, A.2    Reinares, M.3
  • 26
    • 84973121950 scopus 로고    scopus 로고
    • Big Data in mental health: A challenging fragmented future
    • (, b
    • Hidalgo-Mazzei D, Murru A, Reinares M. (2016b) Big Data in mental health: A challenging fragmented future. World Psychiatry 15: 186–187
    • (2016) World Psychiatry , vol.15 , pp. 186-187
    • Hidalgo-Mazzei, D.1    Murru, A.2    Reinares, M.3
  • 27
    • 85031317071 scopus 로고    scopus 로고
    • Digital phenotyping: Technology for a new science of behavior
    • Insel TR, (2017) Digital phenotyping: Technology for a new science of behavior. JAMA 318: 1215–1216
    • (2017) JAMA , vol.318 , pp. 1215-1216
    • Insel, T.R.1
  • 29
    • 85021423333 scopus 로고    scopus 로고
    • The Bipolar Illness Onset study: Research protocol for the BIO cohort study
    • e015462
    • Kessing LV, Munkholm K, Faurholt-Jepsen M. (2017) The Bipolar Illness Onset study: Research protocol for the BIO cohort study. BMJ Open 7: e015462
    • (2017) BMJ Open , vol.7
    • Kessing, L.V.1    Munkholm, K.2    Faurholt-Jepsen, M.3
  • 30
    • 0026685164 scopus 로고
    • Psychomotor activity in unipolar and bipolar depressive patients
    • Kuhs H, Reschke D, (1992) Psychomotor activity in unipolar and bipolar depressive patients. Psychopathology 25: 109–116
    • (1992) Psychopathology , vol.25 , pp. 109-116
    • Kuhs, H.1    Reschke, D.2
  • 32
    • 85060204806 scopus 로고    scopus 로고
    • What do digital biomarkers mean?
    • accessed 9 June 2018
    • The Medical Futurist (2018) What do digital biomarkers mean? The Medical Futurist. Available at: https://medicalfuturist.com/what-do-digital-biomarkers-mean (accessed 9 June 2018)
    • (2018) The Medical Futurist
  • 33
    • 38049119899 scopus 로고    scopus 로고
    • Diagnostic guidelines for bipolar depression: A probabilistic approach
    • Mitchell PB, Goodwin GM, Johnson GF. (2008) Diagnostic guidelines for bipolar depression: A probabilistic approach. Bipolar Disorders 10: 144–152
    • (2008) Bipolar Disorders , vol.10 , pp. 144-152
    • Mitchell, P.B.1    Goodwin, G.M.2    Johnson, G.F.3
  • 35
    • 84872412227 scopus 로고    scopus 로고
    • A short message service (SMS)-based strategy for enhancing adherence to antipsychotic medication in schizophrenia
    • Montes JM, Medina E, Gomez-Beneyto M. (2012) A short message service (SMS)-based strategy for enhancing adherence to antipsychotic medication in schizophrenia. Psychiatry Research 200: 89–95
    • (2012) Psychiatry Research , vol.200 , pp. 89-95
    • Montes, J.M.1    Medina, E.2    Gomez-Beneyto, M.3
  • 38
    • 84877691320 scopus 로고    scopus 로고
    • Bipolar disorder diagnosis: Challenges and future directions
    • Phillips ML, Kupfer DJ, (2013) Bipolar disorder diagnosis: Challenges and future directions. The Lancet 381: 1663–1671
    • (2013) The Lancet , vol.381 , pp. 1663-1671
    • Phillips, M.L.1    Kupfer, D.J.2
  • 40
    • 85045636814 scopus 로고    scopus 로고
    • Aims and structure of the German Research Consortium BipoLife for the study of bipolar disorder
    • Ritter PS, Bermpohl F, Gruber O. (2016) Aims and structure of the German Research Consortium BipoLife for the study of bipolar disorder. International Journal of Bipolar Disorders 4: 26
    • (2016) International Journal of Bipolar Disorders , vol.4 , pp. 26
    • Ritter, P.S.1    Bermpohl, F.2    Gruber, O.3
  • 41
    • 85010735005 scopus 로고    scopus 로고
    • Experiences of remote mood and activity monitoring in bipolar disorder: A qualitative study
    • Saunders KEA, Bilderbeck AC, Panchal P. (2017) Experiences of remote mood and activity monitoring in bipolar disorder: A qualitative study. European Psychiatry 41: 115–121
    • (2017) European Psychiatry , vol.41 , pp. 115-121
    • Saunders, K.E.A.1    Bilderbeck, A.C.2    Panchal, P.3
  • 44
    • 36849077188 scopus 로고    scopus 로고
    • ITAREPS: Information technology aided relapse prevention programme in schizophrenia
    • Spaniel F, Vohlídka P, Hrdlicka J. (2008) ITAREPS: Information technology aided relapse prevention programme in schizophrenia. Schizophrenia Research 98: 312–317
    • (2008) Schizophrenia Research , vol.98 , pp. 312-317
    • Spaniel, F.1    Vohlídka, P.2    Hrdlicka, J.3
  • 46
    • 85086719384 scopus 로고    scopus 로고
    • Mobile sensing and support for people with depression: A pilot trial in the wild
    • e111
    • Wahle F, Kowatsch T, Fleisch E. (2016) Mobile sensing and support for people with depression: A pilot trial in the wild. JMIR mHealth and uHealth 4: e111
    • (2016) JMIR mHealth and uHealth , vol.4
    • Wahle, F.1    Kowatsch, T.2    Fleisch, E.3
  • 47
    • 42049119671 scopus 로고    scopus 로고
    • Functional impairment as a predictor of short-term symptom course in bipolar I disorder
    • Weinstock LM, Miller IW, (2008) Functional impairment as a predictor of short-term symptom course in bipolar I disorder. Bipolar Disorders 10: 437–442
    • (2008) Bipolar Disorders , vol.10 , pp. 437-442
    • Weinstock, L.M.1    Miller, I.W.2
  • 49
    • 0025439099 scopus 로고
    • SCAN. Schedules for Clinical Assessment in Neuropsychiatry
    • Wing JK, Babor T, Brugha T. (1990) SCAN. Schedules for Clinical Assessment in Neuropsychiatry. Archives of General Psychiatry 47: 589–593
    • (1990) Archives of General Psychiatry , vol.47 , pp. 589-593
    • Wing, J.K.1    Babor, T.2    Brugha, T.3
  • 50
  • 51
    • 84978870871 scopus 로고    scopus 로고
    • Clinical investigation of speech signal features among patients with schizophrenia
    • Zhang J, Pan Z, Gui C. (2016) Clinical investigation of speech signal features among patients with schizophrenia. Shanghai Archives of Psychiatry 28: 95–102
    • (2016) Shanghai Archives of Psychiatry , vol.28 , pp. 95-102
    • Zhang, J.1    Pan, Z.2    Gui, C.3


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