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Volumn 15, Issue 7, 2013, Pages

Maximizing the value of mobile health monitoring by avoiding redundant patient reports: Prediction of depression-related symptoms and adherence problems in automated health assessment services

Author keywords

Cellular phone; Depression; Self care; Telemedicine

Indexed keywords

ADULT; AREA UNDER THE CURVE; ARTICLE; AUTOMATION; DEPRESSION; FEMALE; HUMAN; MALE; MIDDLE AGED; MOBILE PHONE; PATHOPHYSIOLOGY; PATIENT COMPLIANCE; PSYCHOLOGICAL ASPECT; RECEIVER OPERATING CHARACTERISTIC; SELF EVALUATION; SELF-CARE; TELEMEDICINE; PSYCHOLOGY;

EID: 84883411213     PISSN: None     EISSN: 14388871     Source Type: Journal    
DOI: 10.2196/jmir.2582     Document Type: Article
Times cited : (9)

References (40)
  • 1
    • 77953821060 scopus 로고    scopus 로고
    • 'Mobile' health needs and opportunities in developing countries
    • Feb; [FREE Full text] [doi: 10.1377/hlthaff.2009.0965] [Medline: 20348069]
    • Kahn JG, Yang JS, Kahn JS. 'Mobile' health needs and opportunities in developing countries. Health Aff (Millwood) 2010 Feb;29(2):252-258 [FREE Full text] [doi: 10.1377/hlthaff.2009.0965] [Medline: 20348069]
    • (2010) Health Aff (Millwood) , vol.29 , Issue.2 , pp. 252-258
    • Kahn, J.G.1    Yang, J.S.2    Kahn, J.S.3
  • 2
    • 33646674065 scopus 로고    scopus 로고
    • SMS reminders in the uk national health service: An evaluation of its impact on "no-shows" at hospital out-patient clinics
    • Medline 16648692
    • Milne RG, Horne M, Torsney B. SMS reminders in the UK national health service: an evaluation of its impact on "no-shows" at hospital out-patient clinics. Health Care Manage Rev 2006;31(2):130-136. [Medline: 16648692]
    • (2006) Health Care Manage Rev , vol.31 , Issue.2 , pp. 130-136
    • Milne, R.G.1    Horne, M.2    Torsney, B.3
  • 3
    • 58249089432 scopus 로고    scopus 로고
    • Text messages could hasten tuberculosis drug compliance
    • Jan 3; [Medline 19125443]
    • Barclay E. Text messages could hasten tuberculosis drug compliance. Lancet 2009 Jan 3;373(9657):15-16. [Medline: 19125443]
    • (2009) Lancet , vol.373 , Issue.9657 , pp. 15-16
    • Barclay, E.1
  • 4
    • 33744503409 scopus 로고    scopus 로고
    • An examination of 26,168 Hamilton depression rating scale scores administered via interactive voice response across 17 randomized clinical trials
    • Jun; [doi: 10.1097/01.jcp.0000219918.96434.4d] [Medline: 16702899]
    • Moore HK, Mundt JC, Modell JG, Rodrigues HE, DeBrota DJ, Jefferson JJ, et al. An examination of 26,168 Hamilton Depression Rating Scale scores administered via interactive voice response across 17 randomized clinical trials. J Clin Psychopharmacol 2006 Jun;26(3):321-324. [doi: 10.1097/01.jcp.0000219918.96434.4d] [Medline: 16702899]
    • (2006) J Clin Psychopharmacol , vol.26 , Issue.3 , pp. 321-324
    • Moore, H.K.1    Mundt, J.C.2    Modell, J.G.3    Rodrigues, H.E.4    Debrota, D.J.5    Jefferson, J.J.6
  • 5
    • 0030987947 scopus 로고    scopus 로고
    • Bilingual telephone-assisted computerized speech-recognition assessment: Is a voice-activated computer program a culturally and linguistically appropriate tool for screening depression in English and Spanish?
    • Medline: 9231537
    • González GM, Costello CR, La Tourette TR, Joyce LK, Valenzuela M. Bilingual telephone-assisted computerized speech-recognition assessment: is a voice-activated computer program a culturally and linguistically appropriate tool for screening depression in English and Spanish? Cult Divers Ment Health 1997;3(2):93-111. [Medline: 9231537]
    • (1997) Cult Divers Ment Health , vol.3 , Issue.2 , pp. 93-111
    • González, G.M.1    Costello, C.R.2    La Tourette, T.R.3    Joyce, L.K.4    Valenzuela, M.5
  • 6
    • 20244370858 scopus 로고    scopus 로고
    • A computer-administered telephone interview to identify mental disorders
    • Sep 17; [Medline 9302242]
    • Kobak KA, Taylor LH, Dottl SL, Greist JH, Jefferson JW, Burroughs D, et al. A computer-administered telephone interview to identify mental disorders. JAMA 1997 Sep 17;278(11):905-910. [Medline: 9302242]
    • (1997) JAMA , vol.278 , Issue.11 , pp. 905-910
    • Kobak, K.A.1    Taylor, L.H.2    Dottl, S.L.3    Greist, J.H.4    Jefferson, J.W.5    Burroughs, D.6
  • 7
    • 0031612415 scopus 로고    scopus 로고
    • Administration of the Hamilton depression rating scale using interactive voice response technology
    • Medline 9458661
    • Mundt JC, Kobak KA, Taylor LV, Mantle JM, Jefferson JW, Katzelnick DJ, et al. Administration of the Hamilton Depression Rating Scale using interactive voice response technology. MD Comput 1998;15(1):31-39. [Medline: 9458661]
    • (1998) MD Comput , vol.15 , Issue.1 , pp. 31-39
    • Mundt, J.C.1    Kobak, K.A.2    Taylor, L.V.3    Mantle, J.M.4    Jefferson, J.W.5    Katzelnick, D.J.6
  • 8
    • 15244345394 scopus 로고    scopus 로고
    • Conversion and validation of the teen-addiction severity index (T-ASI) for Internet and automated-telephone self-report administration
    • Mar; [doi: 10.1037/0893-164X.19.1.54] [Medline: 15783278]
    • Brodey BB, Rosen CS, Winters KC, Brodey IS, Sheetz BM, Steinfeld RR, et al. Conversion and validation of the Teen-Addiction Severity Index (T-ASI) for Internet and automated-telephone self-report administration. Psychol Addict Behav 2005 Mar;19(1):54-61. [doi: 10.1037/0893-164X.19.1.54] [Medline: 15783278]
    • (2005) Psychol Addict Behav , vol.19 , Issue.1 , pp. 54-61
    • Brodey, B.B.1    Rosen, C.S.2    Winters, K.C.3    Brodey, I.S.4    Sheetz, B.M.5    Steinfeld, R.R.6
  • 9
    • 29244440383 scopus 로고    scopus 로고
    • An interactive voice response program to reduce drinking relapse: A feasibility study
    • Jan; [doi: 10.1016/j.jsat.2005.08.010] [Medline: 16377449]
    • Mundt JC, Moore HK, Bean P. An interactive voice response program to reduce drinking relapse: a feasibility study. J Subst Abuse Treat 2006 Jan;30(1):21-29. [doi: 10.1016/j.jsat.2005.08.010] [Medline: 16377449]
    • (2006) J Subst Abuse Treat , vol.30 , Issue.1 , pp. 21-29
    • Mundt, J.C.1    Moore, H.K.2    Bean, P.3
  • 10
    • 77953940489 scopus 로고    scopus 로고
    • The longitudinal course of bipolar disorder as revealed through weekly text messaging: A feasibility study
    • May; [FREE Full text] [doi: 10.1111/j.1399-5618.2010.00807.x] [Medline: 20565440]
    • Bopp JM, Miklowitz DJ, Goodwin GM, Stevens W, Rendell JM, Geddes Jr. The longitudinal course of bipolar disorder as revealed through weekly text messaging: a feasibility study. Bipolar Disord 2010 May;12(3):327-334 [FREE Full text] [doi: 10.1111/j.1399-5618.2010.00807.x] [Medline: 20565440]
    • (2010) Bipolar Disord , vol.12 , Issue.3 , pp. 327-334
    • Bopp, J.M.1    Miklowitz, D.J.2    Goodwin, G.M.3    Stevens, W.4    Rendell, J.M.5    Geddes, J.6
  • 11
    • 84864237981 scopus 로고    scopus 로고
    • Technology-enhanced monitoring in psychotherapy and e-mental health
    • Aug; [doi: 10.3109/09638237.2012.667886] [Medline: 22548363]
    • Bauer S, Moessner M. Technology-enhanced monitoring in psychotherapy and e-mental health. J Ment Health 2012 Aug;21(4):355-363. [doi: 10.3109/09638237.2012.667886] [Medline: 22548363]
    • (2012) J Ment Health , vol.21 , Issue.4 , pp. 355-363
    • Bauer, S.1    Moessner, M.2
  • 12
    • 84880401018 scopus 로고    scopus 로고
    • Spanish-speaking patients' engagement in interactive voice response (IVR) support calls for chronic disease self-management: Data from three countries
    • Mar 26 (forthcoming). [doi: 10.1177/1357633X13476234] [Medline: 23532005]
    • Piette JD, Marinec N, Gallegos-Cabriales EC, Gutierrez-Valverde JM, Rodriguez-Saldaña J, Mendoz-Alevares M, et al. Spanish-speaking patients' engagement in interactive voice response (IVR) support calls for chronic disease self-management: data from three countries. J Telemed Telecare 2013 Mar 26 (forthcoming). [doi: 10.1177/1357633X13476234] [Medline: 23532005]
    • (2013) J Telemed Telecare
    • Piette, J.D.1    Marinec, N.2    Gallegos-Cabriales, E.C.3    Gutierrez-Valverde, J.M.4    Rodriguez-Saldaña, J.5    Mendoz-Alevares, M.6
  • 13
    • 84874114986 scopus 로고    scopus 로고
    • Engagement with automated patient monitoring and self-management support calls: Experience with a thousand chronically Ill patients
    • Mar; [doi: 10.1097/MLR.0b013e318277ebf8] [Medline: 23222527]
    • Piette JD, Rosland AM, Marinec NS, Striplin D, Bernstein SJ, Silveira MJ. Engagement with automated patient monitoring and self-management support calls: experience with a thousand chronically ill patients. Med Care 2013 Mar;51(3):216-223. [doi: 10.1097/MLR.0b013e318277ebf8] [Medline: 23222527]
    • (2013) Med Care , vol.51 , Issue.3 , pp. 216-223
    • Piette, J.D.1    Rosland, A.M.2    Marinec, N.S.3    Striplin, D.4    Bernstein, S.J.5    Silveira, M.J.6
  • 14
    • 0032841056 scopus 로고    scopus 로고
    • Patient education via automated calls: A study of English and Spanish speakers with diabetes
    • Aug; [Medline 10490057]
    • Piette JD. Patient education via automated calls: a study of English and Spanish speakers with diabetes. Am J Prev Med 1999 Aug;17(2):138-141. [Medline: 10490057]
    • (1999) Am J Prev Med , vol.17 , Issue.2 , pp. 138-141
    • Piette, J.D.1
  • 15
    • 0032801248 scopus 로고    scopus 로고
    • Use of automated telephone disease management calls in an ethnically diverse sample of low-income patients with diabetes
    • Aug; [FREE Full text] [Medline 10480775]
    • Piette JD, McPhee SJ, Weinberger M, Mah CA, Kraemer FB. Use of automated telephone disease management calls in an ethnically diverse sample of low-income patients with diabetes. Diabetes Care 1999 Aug;22(8):1302-1309 [FREE Full text] [Medline: 10480775]
    • (1999) Diabetes Care , vol.22 , Issue.8 , pp. 1302-1309
    • Piette, J.D.1    McPhee, S.J.2    Weinberger, M.3    Mah, C.A.4    Kraemer, F.B.5
  • 16
    • 84863426446 scopus 로고    scopus 로고
    • Epidemiology of multimorbidity and implications for health care research and medical education: A cross-sectional study
    • Jul 7; [doi: 10.1016/S0140-6736(12) 60240-2] [Medline: 22579043]
    • Barnett K, Mercer SW, Norbury M, Watt G, Wyke S, Guthrie B. Epidemiology of multimorbidity and implications for health care, research, and medical education: a cross-sectional study. Lancet 2012 Jul 7;380(9836):37-43. [doi: 10.1016/S0140-6736(12)60240-2] [Medline: 22579043]
    • (2012) Lancet , vol.380 , Issue.9836 , pp. 37-43
    • Barnett, K.1    Mercer, S.W.2    Norbury, M.3    Watt, G.4    Wyke, S.5    Guthrie, B.6
  • 17
    • 77951780856 scopus 로고    scopus 로고
    • Prevalence estimates of multimorbidity: A comparative study of two sources
    • [FREE Full text] [doi: 10.1186/1472-6963-10-111] [Medline: 20459621]
    • Fortin M, Hudon C, Haggerty J, Akker Mv, Almirall J. Prevalence estimates of multimorbidity: a comparative study of two sources. BMC Health Serv Res 2010;10:111 [FREE Full text] [doi: 10.1186/1472-6963-10-111] [Medline: 20459621]
    • (2010) BMC Health Serv Res , Issue.10 , pp. 111
    • Fortin, M.1    Hudon, C.2    Haggerty, J.3    Akker, Mv.4    Almirall, J.5
  • 18
    • 0022502629 scopus 로고
    • Visit frequency for controlled essential hypertension: General practitioners' opinions
    • Oct; [Medline 3760794]
    • Lichtenstein MJ, Sweetnam PM, Elwood PC. Visit frequency for controlled essential hypertension: general practitioners' opinions. J Fam Pract 1986 Oct;23(4):331-336. [Medline: 3760794]
    • (1986) J Fam Pract , vol.23 , Issue.4 , pp. 331-336
    • Lichtenstein, M.J.1    Sweetnam, P.M.2    Elwood, P.C.3
  • 19
    • 16244383202 scopus 로고    scopus 로고
    • Prolonging the return visit interval in primary care
    • Apr; [doi: 10.1016/j.amjmed.2005.01.003] [Medline: 15808137]
    • Schectman G, Barnas G, Laud P, Cantwell L, Horton M, Zarling EJ. Prolonging the return visit interval in primary care. Am J Med 2005 Apr;118(4):393-399. [doi: 10.1016/j.amjmed.2005.01.003] [Medline: 15808137]
    • (2005) Am J Med , vol.118 , Issue.4 , pp. 393-399
    • Schectman, G.1    Barnas, G.2    Laud, P.3    Cantwell, L.4    Horton, M.5    Zarling, E.J.6
  • 20
    • 0141891148 scopus 로고    scopus 로고
    • Predictors of variation in office visit interval assignment
    • Oct; [FREE Full text] [Medline 14527983]
    • DeSalvo KB, Block JP, Muntner P, Merrill W. Predictors of variation in office visit interval assignment. Int J Qual Health Care 2003 Oct;15(5):399-405 [FREE Full text] [Medline: 14527983]
    • (2003) Int J Qual Health Care , vol.15 , Issue.5 , pp. 399-405
    • Desalvo, K.B.1    Block, J.P.2    Muntner, P.3    Merrill, W.4
  • 21
    • 0034707616 scopus 로고    scopus 로고
    • Physician practice variation in assignment of return interval
    • Jan 24; [Medline 10647759]
    • DeSalvo KB, Bowdish BE, Alper AS, Grossman DM, Merrill WW. Physician practice variation in assignment of return interval. Arch Intern Med 2000 Jan 24;160(2):205-208. [Medline: 10647759]
    • (2000) Arch Intern Med , vol.160 , Issue.2 , pp. 205-208
    • Desalvo, K.B.1    Bowdish, B.E.2    Alper, A.S.3    Grossman, D.M.4    Merrill, W.W.5
  • 23
    • 0036756222 scopus 로고    scopus 로고
    • Uniqueness of medical data mining
    • Medline 12234714
    • Cios KJ, Moore GW. Uniqueness of medical data mining. Artif Intell Med 2002;26(1-2):1-24. [Medline: 12234714]
    • (2002) Artif Intell Med , vol.26 , Issue.1-2 , pp. 1-24
    • Cios, K.J.1    Moore, G.W.2
  • 24
    • 0034853189 scopus 로고    scopus 로고
    • The PHQ-9: Validity of a brief depression severity measure
    • Sep; [FREE Full text] [Medline 11556941]
    • Kroenke K, Spitzer RL, Williams JB. The PHQ-9: validity of a brief depression severity measure. J Gen Intern Med 2001 Sep;16(9):606-613 [FREE Full text] [Medline: 11556941]
    • (2001) J Gen Intern Med , vol.16 , Issue.9 , pp. 606-613
    • Kroenke, K.1    Spitzer, R.L.2    Williams, J.B.3
  • 25
    • 10344253267 scopus 로고    scopus 로고
    • Monitoring depression treatment outcomes with the patient health questionnaire-9
    • Dec; [Medline 15550799]
    • Löwe B, Unützer J, Callahan CM, Perkins AJ, Kroenke K. Monitoring depression treatment outcomes with the patient health questionnaire-9. Med Care 2004 Dec;42(12):1194-1201. [Medline: 15550799]
    • (2004) Med Care , vol.42 , Issue.12 , pp. 1194-1201
    • Löwe, B.1    Unützer, J.2    Callahan, C.M.3    Perkins, A.J.4    Kroenke, K.5
  • 26
    • 0031010219 scopus 로고    scopus 로고
    • Self-rated health status as a health measure: The predictive value of self-reported health status on the use of physician services and on mortality in the working-age population
    • May; [Medline 9180644]
    • Miilunpalo S, Vuori I, Oja P, Pasanen M, Urponen H. Self-rated health status as a health measure: the predictive value of self-reported health status on the use of physician services and on mortality in the working-age population. J Clin Epidemiol 1997 May;50(5):517-528. [Medline: 9180644]
    • (1997) J Clin Epidemiol , vol.50 , Issue.5 , pp. 517-528
    • Miilunpalo, S.1    Vuori, I.2    Oja, P.3    Pasanen, M.4    Urponen, H.5
  • 27
    • 0028903602 scopus 로고
    • Self-reported health and survival in the Longitudinal Study of Aging,1984-1986
    • Mar; [Medline 7897459]
    • Grant MD, Piotrowski ZH, Chappell R. Self-reported health and survival in the Longitudinal Study of Aging, 1984-1986. J Clin Epidemiol 1995 Mar;48(3):375-387. [Medline: 7897459]
    • (1995) J Clin Epidemiol , vol.48 , Issue.3 , pp. 375-387
    • Grant, M.D.1    Piotrowski, Z.H.2    Chappell, R.3
  • 28
    • 33645128888 scopus 로고    scopus 로고
    • Mortality prediction with a single general self-rated health question. A meta-analysis
    • Mar; [FREE Full text] [doi: 10.1111/j.1525-1497.2005.00291.x] [Medline: 16336622]
    • DeSalvo KB, Bloser N, Reynolds K, He J, Muntner P. Mortality prediction with a single general self-rated health question. A meta-analysis. J Gen Intern Med 2006 Mar;21(3):267-275 [FREE Full text] [doi: 10.1111/j.1525-1497.2005. 00291.x] [Medline: 16336622]
    • (2006) J Gen Intern Med , vol.21 , Issue.3 , pp. 267-275
    • Desalvo, K.B.1    Bloser, N.2    Reynolds, K.3    He, J.4    Muntner, P.5
  • 29
    • 59649102192 scopus 로고    scopus 로고
    • The PHQ-8 as a measure of current depression in the general population
    • Apr; [doi: 10.1016/j.jad.2008.06.026] [Medline: 18752852]
    • Kroenke K, Strine TW, Spitzer RL, Williams JB, Berry JT, Mokdad AH. The PHQ-8 as a measure of current depression in the general population. J Affect Disord 2009 Apr;114(1-3):163-173. [doi: 10.1016/j.jad.2008.06.026] [Medline: 18752852]
    • (2009) J Affect Disord , vol.114 , Issue.1-3 , pp. 163-173
    • Kroenke, K.1    Strine, T.W.2    Spitzer, R.L.3    Williams, J.B.4    Berry, J.T.5    Mokdad, A.H.6
  • 30
    • 0030096228 scopus 로고    scopus 로고
    • A 12-Item short-form health survey: Construction of scales and preliminary tests of reliability and validity
    • Mar; [Medline 8628042]
    • Ware J, Kosinski M, Keller SD. A 12-Item Short-Form Health Survey: construction of scales and preliminary tests of reliability and validity. Med Care 1996 Mar;34(3):220-233. [Medline: 8628042]
    • (1996) Med Care , vol.34 , Issue.3 , pp. 220-233
    • Ware, J.1    Kosinski, M.2    Keller, S.D.3
  • 31
    • 0031191630 scopus 로고    scopus 로고
    • The use of the area under the ROC curve in the evaluation of machine learning algorithms
    • Jul; [doi 101016/S0031-32039600142-2]
    • Bradley AP. The use of the area under the ROC curve in the evaluation of machine learning algorithms. Pattern Recognition 1997 Jul;30(7):1145-1159. [doi: 10.1016/S0031-3203(96)00142-2]
    • (1997) Pattern Recognition , vol.30 , Issue.7 , pp. 1145-1159
    • Bradley, A.P.1
  • 32
    • 0036903152 scopus 로고    scopus 로고
    • Automated telephone as an adjunct for the treatment of chronic pain: A pilot study
    • Dec; [Medline 14622728]
    • Naylor MR, Helzer JE, Naud S, Keefe FJ. Automated telephone as an adjunct for the treatment of chronic pain: a pilot study. J Pain 2002 Dec;3(6):429-438. [Medline: 14622728]
    • (2002) J Pain , vol.3 , Issue.6 , pp. 429-438
    • Naylor, M.R.1    Helzer, J.E.2    Naud, S.3    Keefe, F.J.4
  • 33
    • 0032011752 scopus 로고    scopus 로고
    • Use of neural networks in medical diagnosis
    • Medline 9540322
    • Armoni A. Use of neural networks in medical diagnosis. MD Comput 1998;15(2):100-104. [Medline: 9540322]
    • (1998) MD Comput , vol.15 , Issue.2 , pp. 100-104
    • Armoni, A.1
  • 34
    • 34249753618 scopus 로고
    • Support-vector networks
    • Sep; [doi: 10.1007/BF00994018]
    • Cortes C, Vapnik V. Support-vector networks. Mach Learn 1995 Sep;20(3):273-297. [doi: 10.1007/BF00994018]
    • (1995) Mach Learn , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 35
    • 33845689260 scopus 로고    scopus 로고
    • Support vector machines versus artificial neural network: Who is the winner?
    • Jan; [doi: 10.1038/sj.ki.5001907] [Medline: 17167512]
    • Tonello L, Vescini F, Caudarella R. Support vector machines versus artificial neural network: Who is the winner? Kidney Int 2007 Jan;71(1):84-85. [doi: 10.1038/sj.ki.5001907] [Medline: 17167512]
    • (2007) Kidney Int , vol.71 , Issue.1 , pp. 84-85
    • Tonello, L.1    Vescini, F.2    Caudarella, R.3
  • 36
    • 0032119668 scopus 로고    scopus 로고
    • The hierarchical hidden marcov model: Analysis and applications
    • Fine S, Singer Y, Tishby N. The hierarchical hidden marcov model: analysis and applications. Machine Learning 1998;32:41-62.
    • (1998) Machine Learning , vol.32 , pp. 41-62
    • Fine, S.1    Singer, Y.2    Tishby, N.3
  • 37
    • 33846254518 scopus 로고    scopus 로고
    • Monitoring medical procedures by exponential smoothing
    • Jan; [doi: 10.1002/sim.2520] [Medline: 16479560]
    • Spliid H. Monitoring medical procedures by exponential smoothing. Stat Med 2007 Jan 15;26(1):124-138. [doi: 10.1002/sim.2520] [Medline: 16479560]
    • (2007) Stat Med , vol.15 , Issue.261 , pp. 124-138
    • Spliid, H.1
  • 38
    • 84878622917 scopus 로고    scopus 로고
    • Elevated T-wave alternans predicts nonsustained ventricular tachycardia in association with percutaneous coronary intervention in ST-segment elevation myocardial infarction (STEMI) patients
    • forthcoming
    • Verrier RL. Elevated T-wave alternans predicts nonsustained ventricular tachycardia in association with percutaneous coronary intervention in ST-segment elevation myocardial infarction (STEMI) patients. Journal of Cardiovascular Electophysiology 2013 (forthcoming).
    • (2013) Journal of Cardiovascular Electophysiology
    • Verrier, R.L.1
  • 39
    • 77953635930 scopus 로고    scopus 로고
    • Gender differences in antidepressant use-related seasonality change in suicide mortality in Hungary, 1998-2006
    • Apr; [doi: 10.3109/15622970903397722] [Medline: 20218927]
    • Sebestyen B, Rihmer Z, Balint L, Szokontor N, Gonda X, Gyarmati B, et al. Gender differences in antidepressant use-related seasonality change in suicide mortality in Hungary, 1998-2006. World J Biol Psychiatry 2010 Apr;11(3):579-585. [doi: 10.3109/15622970903397722] [Medline: 20218927]
    • (2010) World J Biol Psychiatry , vol.11 , Issue.3 , pp. 579-585
    • Sebestyen, B.1    Rihmer, Z.2    Balint, L.3    Szokontor, N.4    Gonda, X.5    Gyarmati, B.6


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