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职业迁徙
个人简介
My research involves two interrelated research themes. In statistical network science, the study of network representations of physical, biological, and social phenomena, we develop quantitative methods for studying social and biological networks and their connection to health. In digital phenotyping, a concept we have introduced as “the moment-by-moment quantification of the individual-level human phenotype in situ using data from personal digital devices, in particular smartphones,” we develop quantitative methods for studying social, behavioral, and cognitive phenotypes. Our focus in both statistical network science and digital phenotyping is development of new statistical and quantitative methods, but we also co-lead or support several applied studies ranging from central nervous system disorders to women’s health. My group has developed and maintains the open source Beiwe research platform for high-throughput smartphone-based digital phenotyping. Please see the lab’s webpage for more details.
研究兴趣
论文共 269 篇作者统计合作学者相似作者
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Marcin Straczkiewicz,Marta Karas, Stephen A Johnson,Katherine M Burke,Zoe Scheier, Tim B Royse, Narghes Calcagno,Alison Clark, Amrita Iyer,James D Berry,Jukka-Pekka Onnela
EBioMedicine (2024): 105036-105036
Melanie Fu, Joanna Shen, Cheryl Gu, Ellina Oliveira, Ellisha Shinchuk, Hannah Isaac, Zacharia Isaac,Danielle L Sarno, Jennifer L Kurz, David A Silbersweig,Jukka-Pekka Onnela,Daniel S Barron
Frontiers in Pain Research (2024): 1327859-1327859
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING (2024): 917-929
arxiv(2024)
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Marcin Straczkiewicz,Marta Karas, Stephen A. Johnson,Katherine M. Burke,Zoe Scheier, Tim B. Royse,Narghes Calcagno,Alison Clark, Amrita Iyer,James D. Berry,Jukka-Pekka Onnela
EBioMedicine (2024): 105036
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npj Digital Medicineno. 1 (2023): 1-11
Schizophrenia (Heidelberg, Germany)no. 1 (2023): 62-5
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Xiaoxuan Cai, Xinru Wang, Li Zeng,Habiballah Rahimi Eichi,Dost Ongur, Lisa Dixon,Justin T. Baker,Jukka-Pekka Onnela,Linda Valeri
arxiv(2023)
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