Rong Ma and Ian Barnett: The Asymptotic Distribution of Modularity in Weighted Signed Networks. Biometrika 108(1): 1-16, Mar 2021.
John Torous; Tanzeem Choudhury; Ian Barnett; Matcheri Keshavan; John Kane : Smartphone relapse prediction in serious mental illness: a pathway towards personalized preventive care. World Psychiatry 19(3): 308-309, Oct 2020.
Ian Barnett; John Torous; Harrison Reeder; Justin Baker; Jukka-Pekka Onnela: Determining sample size and length of follow-up for smartphone-
based digital phenotyping studies. Journal of the American Medical Informatics Association Sep 2020.
Jason Moore; Ian Barnett; Mary Regina Boland; Yong Chen; George Demiris; Graciela Gonzalez-Hernandez; Daniel Herman; Blanca Himes; Rebecca Hubbard; Dokyoon Kim; Jeffrey Morris; Danielle Mowery; Marylyn Ritchie; Li Shen; Ryan Urbanowicz; John Holmes: Ideas for how informaticians can get involved in COVID-19 research. BioData Mining 13: 1-16, Sep 2020.
Philip Henson; Ian Barnett; Matcheri Keshavan; John Torous: Towards clinically actionable digital phenotyping targets in schizophrenia. npj Schizophrenia 6(13), May 2020.
Zhonghua Liu*, Ian Barnett*, Xihong Lin: A comparison of principal component methods between multiple phenotype regression and multiple SNP regression in genetic association studies. The Annals of Applied Statistics 14(1): 459-477, Apr 2020.
Barnett I, Malik N, Kuijjer ML, Mucha PJ, Onnela JP: Feature-based classification of networks. Network Science (Cambridge University Press) 7(3): 438-444, Sep 2019 Notes: doi: 10.1017/nws.2019.21. Epub 2019 Sep 23.
Torous J, Ungar L, Barnett I: Expanding, Augmenting, and Operationalizing Ethical and Regulatory Considerations for Using Social Media Platforms in Research and Health Care. American Journal of Bioethics: AJOB 19(6): 4-6, Jun 2019 Notes: doi: 10.1080/15265161.2019.1611278.
Cote DJ, Barnett I, Onnela JP, Smith TR: Digital Phenotyping in Patients with Spine Disease: A Novel Approach to Quantifying Mobility and Quality of Life. World Neurosurgery 126: e241-e249, Jun 2019 Notes: doi: 10.1016/j.wneu.2019.01.297. Epub 2019 Feb 22.
Barnett I, Torous J: Ethics, Transparency, and Public Health at the Intersection of Innovation and Facebook's Suicide Prevention Efforts. Annals of Internal Medicine 170(8): 565-566, Apr 2019 Notes: doi: 10.7326/M19-0366. Epub 2019 Feb 12.
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Last updated: 04/21/2021
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