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Last Name

profileJukka-Pekka Onnela, D.Sc.

TitleAssociate Professor of Biostatistics
InstitutionHarvard T.H. Chan School of Public Health
AddressHarvard School of Public Health
Bldg 2
655 Huntington Ave
Boston MA 02115
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DP2MH103909     (ONNELA, JUKKA-PEKKA)Sep 26, 2013 - Aug 31, 2018
Using mobile phones for social and behavioral sensing of mood disorder patients
Role: Principal Investigator

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Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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  1. Staples P, Torous J, Barnett I, Carlson K, Sandoval L, Keshavan M, Onnela JP. A comparison of passive and active estimates of sleep in a cohort with schizophrenia. NPJ Schizophr. 2017 Oct 16; 3(1):37. PMID: 29038553.
    View in: PubMed
  2. Staples P, Torous J, Barnett I, Carlson K, Sandoval L, Keshavan M, Onnela JP. A comparison of passive and active estimates of sleep in a cohort with schizophrenia. NPJ Schizophr. 2017; 3:37. PMID: 29046890.
    View in: PubMed
  3. Bhugra D, Tasman A, Pathare S, Priebe S, Smith S, Torous J, Arbuckle MR, Langford A, Alarcón RD, Chiu HFK, First MB, Kay J, Sunkel C, Thapar A, Udomratn P, Baingana FK, Kestel D, Ng RMK, Patel A, Picker L, McKenzie KJ, Moussaoui D, Muijen M, Bartlett P, Davison S, Exworthy T, Loza N, Rose D, Torales J, Brown M, Christensen H, Firth J, Keshavan M, Li A, Onnela JP, Wykes T, Elkholy H, Kalra G, Lovett KF, Travis MJ, Ventriglio A. The WPA-Lancet Psychiatry Commission on the Future of Psychiatry. Lancet Psychiatry. 2017 Oct; 4(10):775-818. PMID: 28946952.
    View in: PubMed
  4. Or F, Torous J, Onnela JP. High potential but limited evidence: Using voice data from smartphones to monitor and diagnose mood disorders. Psychiatr Rehabil J. 2017 Sep; 40(3):320-324. PMID: 28891659.
    View in: PubMed
  5. Torous J, Staples P, Slaters L, Adams J, Sandoval L, Onnela JP, Keshavan M. Characterizing Smartphone Engagement for Schizophrenia: Results of a Naturalist Mobile Health Study. Clin Schizophr Relat Psychoses. 2017 Aug 04. PMID: 28777029.
    View in: PubMed
  6. Keating NL, James O'Malley A, Onnela JP, Landon BE. Assessing the impact of colonoscopy complications on use of colonoscopy among primary care physicians and other connected physicians: an observational study of older Americans. BMJ Open. 2017 Jun 23; 7(6):e014239. PMID: 28645954.
    View in: PubMed
  7. Nishihara R, Glass K, Mima K, Hamada T, Nowak JA, Qian ZR, Kraft P, Giovannucci EL, Fuchs CS, Chan AT, Quackenbush J, Ogino S, Onnela JP. Biomarker correlation network in colorectal carcinoma by tumor anatomic location. BMC Bioinformatics. 2017 Jun 17; 18(1):304. PMID: 28623901.
    View in: PubMed
  8. Fernández-Gracia J, Onnela JP, Barnett ML, Eguíluz VM, Christakis NA. Influence of a patient transfer network of US inpatient facilities on the incidence of nosocomial infections. Sci Rep. 2017 Jun 07; 7(1):2930. PMID: 28592870.
    View in: PubMed
  9. Torous J, Firth J, Mueller N, Onnela JP, Baker JT. Methodology and Reporting of Mobile Heath and Smartphone Application Studies for Schizophrenia. Harv Rev Psychiatry. 2017 May/Jun; 25(3):146-154. PMID: 28234658.
    View in: PubMed
  10. Torous J, Onnela JP, Keshavan M. New dimensions and new tools to realize the potential of RDoC: digital phenotyping via smartphones and connected devices. Transl Psychiatry. 2017 Mar 07; 7(3):e1053. PMID: 28267146.
    View in: PubMed
  11. Balzer L, Staples P, Onnela JP, DeGruttola V. Using a network-based approach and targeted maximum likelihood estimation to evaluate the effect of adding pre-exposure prophylaxis to an ongoing test-and-treat trial. Clin Trials. 2017 Apr; 14(2):201-210. PMID: 28124579.
    View in: PubMed
  12. Harling G, Wang R, Onnela JP, De Gruttola V. Leveraging contact network structure in the design of cluster randomized trials. Clin Trials. 2017 Feb; 14(1):37-47. PMID: 27798376.
    View in: PubMed
  13. Barnett I, Khanna T, Onnela JP. Social and Spatial Clustering of People at Humanity's Largest Gathering. PLoS One. 2016; 11(6):e0156794. PMID: 27258037; PMCID: PMC4892527.
  14. Evans CR, Onnela JP, Williams DR, Subramanian SV. Multiple contexts and adolescent body mass index: Schools, neighborhoods, and social networks. Soc Sci Med. 2016 08; 162:21-31. PMID: 27322912.
    View in: PubMed
  15. Torous J, Kiang MV, Lorme J, Onnela JP. New Tools for New Research in Psychiatry: A Scalable and Customizable Platform to Empower Data Driven Smartphone Research. JMIR Ment Health. 2016 May 05; 3(2):e16. PMID: 27150677; PMCID: PMC4873624.
  16. Onnela JP, Landon BE, Kahn AL, Ahmed D, Verma H, O'Malley AJ, Bahl S, Sutter RW, Christakis NA. Polio vaccine hesitancy in the networks and neighborhoods of Malegaon, India. Soc Sci Med. 2016 Mar; 153:99-106. PMID: 26889952.
    View in: PubMed
  17. Onnela JP, Rauch SL. Harnessing Smartphone-Based Digital Phenotyping to Enhance Behavioral and Mental Health. Neuropsychopharmacology. 2016 06; 41(7):1691-6. PMID: 26818126; PMCID: PMC4869063 [Available on 06/01/17].
  18. Barnett I, Onnela JP. Change Point Detection in Correlation Networks. Sci Rep. 2016 Jan 07; 6:18893. PMID: 26739105; PMCID: PMC4703970.
  19. Staples PC, Ogburn EL, Onnela JP. Incorporating Contact Network Structure in Cluster Randomized Trials. Sci Rep. 2015 Dec 03; 5:17581. PMID: 26631604; PMCID: PMC4668393.
  20. Torous J, Staples P, Onnela JP. Realizing the potential of mobile mental health: new methods for new data in psychiatry. Curr Psychiatry Rep. 2015 Aug; 17(8):602. PMID: 26073363; PMCID: PMC4608747.
  21. Torous J, Staples P, Shanahan M, Lin C, Peck P, Keshavan M, Onnela JP. Utilizing a Personal Smartphone Custom App to Assess the Patient Health Questionnaire-9 (PHQ-9) Depressive Symptoms in Patients With Major Depressive Disorder. JMIR Ment Health. 2015 Jan-Mar; 2(1):e8. PMID: 26543914; PMCID: PMC4607379.
  22. Onnela JP, Waber BN, Pentland A, Schnorf S, Lazer D. ERRATUM: Using sociometers to quantify social interaction patterns. Sci Rep. 2014; 4:6278. PMID: 25168397.
    View in: PubMed
  23. Gleeson JP, Cellai D, Onnela JP, Porter MA, Reed-Tsochas F. A simple generative model of collective online behavior. Proc Natl Acad Sci U S A. 2014 Jul 22; 111(29):10411-5. PMID: 25002470; PMCID: PMC4115507.
  24. Onnela JP. Physics. Flow of control in networks. Science. 2014 Mar 21; 343(6177):1325-6. PMID: 24653028.
    View in: PubMed
  25. Fortunato S, Saramäki J, Onnela JP. Adding network structure onto the map of collective behavior. Behav Brain Sci. 2014 Feb; 37(1):82-3. PMID: 24572224.
    View in: PubMed
  26. Landon BE, Onnela JP, Keating NL, Barnett ML, Paul S, O'Malley AJ, Keegan T, Christakis NA. Using administrative data to identify naturally occurring networks of physicians. Med Care. 2013 Aug; 51(8):715-21. PMID: 23807593; PMCID: PMC3723338.
  27. Onnela JP, Fenn DJ, Reid S, Porter MA, Mucha PJ, Fricker MD, Jones NS. Taxonomies of networks from community structure. Phys Rev E Stat Nonlin Soft Matter Phys. 2012 Sep; 86(3 Pt 2):036104-36104. PMID: 23030977; PMCID: PMC4144942.
  28. Landon BE, Keating NL, Barnett ML, Onnela JP, Paul S, O'Malley AJ, Keegan T, Christakis NA. Variation in patient-sharing networks of physicians across the United States. JAMA. 2012 Jul 18; 308(3):265-73. PMID: 22797644; PMCID: PMC3528342.
  29. Onnela JP, Christakis NA. Spreading paths in partially observed social networks. Phys Rev E Stat Nonlin Soft Matter Phys. 2012 Mar; 85(3 Pt 2):036106. PMID: 22587148; PMCID: PMC3544412.
  30. Barnett ML, Christakis NA, O'Malley J, Onnela JP, Keating NL, Landon BE. Physician patient-sharing networks and the cost and intensity of care in US hospitals. Med Care. 2012 Feb; 50(2):152-60. PMID: 22249922; PMCID: PMC3260449.
  31. Onnela JP, Arbesman S, González MC, Barabási AL, Christakis NA. Geographic constraints on social network groups. PLoS One. 2011 Apr 05; 6(4):e16939. PMID: 21483665; PMCID: PMC3071679.
  32. Díaz MB, Porter MA, Onnela JP. Competition for popularity in bipartite networks. Chaos. 2010 Dec; 20(4):043101. PMID: 21198071.
    View in: PubMed
  33. Onnela JP, Reed-Tsochas F. Spontaneous emergence of social influence in online systems. Proc Natl Acad Sci U S A. 2010 Oct 26; 107(43):18375-80. PMID: 20937864; PMCID: PMC2972979.
  34. Mucha PJ, Richardson T, Macon K, Porter MA, Onnela JP. Community structure in time-dependent, multiscale, and multiplex networks. Science. 2010 May 14; 328(5980):876-8. PMID: 20466926.
    View in: PubMed
  35. Smith DM, Onnela JP, Jones NS. Master-equation analysis of accelerating networks. Phys Rev E Stat Nonlin Soft Matter Phys. 2009 May; 79(5 Pt 2):056101. PMID: 19518515.
    View in: PubMed
  36. Smith DM, Lee CF, Onnela JP, Johnson NF. Link-space formalism for network analysis. Phys Rev E Stat Nonlin Soft Matter Phys. 2008 Mar; 77(3 Pt 2):036112. PMID: 18517466.
    View in: PubMed
  37. Kumpula JM, Onnela JP, Saramäki J, Kaski K, Kertész J. Emergence of communities in weighted networks. Phys Rev Lett. 2007 Nov 30; 99(22):228701. PMID: 18233339.
    View in: PubMed
  38. Onnela JP, Saramäki J, Hyvönen J, Szabó G, Lazer D, Kaski K, Kertész J, Barabási AL. Structure and tie strengths in mobile communication networks. Proc Natl Acad Sci U S A. 2007 May 01; 104(18):7332-6. PMID: 17456605; PMCID: PMC1863470.
  39. Saramäki J, Kivelä M, Onnela JP, Kaski K, Kertész J. Generalizations of the clustering coefficient to weighted complex networks. Phys Rev E Stat Nonlin Soft Matter Phys. 2007 Feb; 75(2 Pt 2):027105. PMID: 17358454.
    View in: PubMed
  40. Onnela JP, Saramäki J, Kertész J, Kaski K. Intensity and coherence of motifs in weighted complex networks. Phys Rev E Stat Nonlin Soft Matter Phys. 2005 Jun; 71(6 Pt 2):065103. PMID: 16089800.
    View in: PubMed
  41. Onnela JP, Chakraborti A, Kaski K, Kertész J, Kanto A. Dynamics of market correlations: taxonomy and portfolio analysis. Phys Rev E Stat Nonlin Soft Matter Phys. 2003 Nov; 68(5 Pt 2):056110. PMID: 14682849.
    View in: PubMed
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