Identifying emerging mental illness utilizing search engine activity: A feasibility study
Birnbaum, Michael L, Wen, Hongyi, Van Meter, Anna, Ernala, Sindhu K, Rizvi, Asra F, Arenare, Elizabeth, Estrin, Deborah, De Choudhury, Munmun, Kane, John M
Published in PloS one (16.10.2020)
Published in PloS one (16.10.2020)
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Journal Article
A Collaborative Approach to Identifying Social Media Markers of Schizophrenia by Employing Machine Learning and Clinical Appraisals
Birnbaum, Michael L, Ernala, Sindhu Kiranmai, Rizvi, Asra F, De Choudhury, Munmun, Kane, John M
Published in Journal of medical Internet research (14.08.2017)
Published in Journal of medical Internet research (14.08.2017)
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Journal Article
Role of social media and the Internet in pathways to care for adolescents and young adults with psychotic disorders and non‐psychotic mood disorders
Birnbaum, Michael L., Rizvi, Asra F., Correll, Christoph U., Kane, John M., Confino, Jamie
Published in Early intervention in psychiatry (01.08.2017)
Published in Early intervention in psychiatry (01.08.2017)
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Journal Article
Using Digital Media Advertising in Early Psychosis Intervention
Birnbaum, Michael L, Garrett, Chantel, Baumel, Amit, Scovel, Maria, Rizvi, Asra F, Muscat, Whitney, Kane, John M
Published in Psychiatric services (Washington, D.C.) (01.11.2017)
Published in Psychiatric services (Washington, D.C.) (01.11.2017)
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Journal Article
Digital Trajectories to Care in First-Episode Psychosis
Birnbaum, Michael L, Rizvi, Asra F, Faber, Keren, Addington, Jean, Correll, Christoph U, Gerber, Carla, Lahti, Adrienne C, Loewy, Rachel L, Mathalon, Daniel H, Nelson, Leigh Anne, Voineskos, Aristotle N, Walker, Elaine F, Ward, Elise, Kane, John M
Published in Psychiatric services (Washington, D.C.) (01.12.2018)
Published in Psychiatric services (Washington, D.C.) (01.12.2018)
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Journal Article
Utilizing Machine Learning on Internet Search Activity to Support the Diagnostic Process and Relapse Detection in Young Individuals With Early Psychosis: Feasibility Study
Birnbaum, Michael Leo, Kulkarni, Prathamesh Param, Van Meter, Anna, Chen, Victor, Rizvi, Asra F, Arenare, Elizabeth, De Choudhury, Munmun, Kane, John M
Published in JMIR mental health (01.09.2020)
Published in JMIR mental health (01.09.2020)
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Journal Article
Role of social media and the I nternet in pathways to care for adolescents and young adults with psychotic disorders and non‐psychotic mood disorders
Birnbaum, Michael L., Rizvi, Asra F., Correll, Christoph U., Kane, John M., Confino, Jamie
Published in Early intervention in psychiatry (01.08.2017)
Published in Early intervention in psychiatry (01.08.2017)
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Journal Article
Characterizing Audience Engagement and Assessing Its Impact on Social Media Disclosures of Mental Illnesses
Ernala, Sindhu Kiranmai, Labetoulle, Tristan, Bane, Fred, Birnbaum, Michael L., Rizvi, Asra F., Kane, John M., De Choudhury, Munmun
Published in Proceedings of the International AAAI Conference on Web and Social Media (15.06.2018)
Published in Proceedings of the International AAAI Conference on Web and Social Media (15.06.2018)
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Journal Article