Jukka-Pekka Onnela
@jponnela
Professor of Biostatistics at Harvard. I work on digital phenotyping and network science. Views here are my own.
ID: 166008261
13-07-2010 02:53:38
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Our “one-size-fits-most” method for walking recognition using wearable accelerometers, smartwatches, and smartphones has just been published in npj Digital Medicine (rdcu.be/c6dGV, Open Access). Jukka-Pekka Onnela Emily Huang Key points below 👇
🆕Out in npj Digital Medicine: #wearable device and #smartphone data can track #ALS disease progression ✅: Wearable PA daily measures showed a statistically significant monthly decline and were significantly associated with both ALSFRS-RSE and ROADS scores nature.com/articles/s4174…
Excited to begin working on this new R01 study with such an amazing team. #digitalhealth #precisionmedicine #alcohol Dr. Katie Witkiewitz Jukka-Pekka Onnela
awesome new AnnRevClinPsych piece by Isaac Galatzer-Levy & Jukka-Pekka Onnela on machine learning and digital phenotyping in clinical psychology annualreviews.org/doi/full/10.11…
We used intensive longitudinal assessment to study the interaction between mobility, social activity and loneliness in individuals with severe mental illness during COVID-19. Linda Valeri Jukka-Pekka Onnela Lisa Dixon, MD, MPH Dost Öngür Russell Schutt nature.com/articles/s4153…
📢 It’s finally out! We used smartphones to sense social isolation in SMI patients during COVID and evaluate the implications on loneliness Jukka-Pekka Onnela Justin Baker Dost Öngür Lisa Dixon, MD, MPH Russell Schutt
Happy to have presented our latest digital phenotyping work in ET at the #ESSFN in Stockholm. Thanks to the entire Brigham and Women's Neurosurgery team.
Can smartphone-based assessments tell us who, how, and why people socially disconnect? I'll try my best to provide some clues tomorrow at the Center for Technology and Behavioral Health seminar.
Jukka-Pekka Onnela Juan Harvard T.H. Chan School of Public Health USC 🚀 Is the kNN algorithm poised to transform data handling and insights discovery in large-scale medical cohort studies?"? Read more here: arxiv.org/abs/2402.01635 #DataScience #kNN
My group in the Department of Biostatistics at Harvard is recruiting a new postdoc! This position involves developing statistical methods, data analytic tools, and mathematical models for analyzing smartphone data collected in biomedical research cohorts. academicpositions.harvard.edu/postings/13728
📢 finally out! We used a #socialnetwork perspective for #digitalphenotyping of social activity in a multi-year cohort and provide insights on loneliness in the SMI population Jukka-Pekka Onnela Justin Baker Dost Öngür Lisa Dixon, MD, MPH Xiaoxuan Cai NPP-Digital Psychiatry and Neuroscience👇🏼 rdcu.be/dONJS
🎙️In this podcast with Stats-of-1 I talk about causal inference approaches for intensive digital data that can inform the care of mental health. Grateful to do this work with a dream team 🙌🏼✨Jukka-Pekka Onnela Justin Baker Dost Öngür Charly Fowler Xiaoxuan Cai Lisa Dixon, MD, MPH