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J

Jukka‐Pekka Onnela

University of Tennessee at Chattanooga

48H-index
339Paper Count
1.4WCitation Count
Published Papers 102
Publication Date
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Exploratory analysis of smartphone-based step counts as a digital biomarker for survival in ALS patients
errFrontiers in Digital Health
IF3.8
err2026-01-31
err0
errOAAI
errMarcos Matabuena; Marcin Straczkiewicz; Narghes Calcagno; Katherine M. Burke; Timothy B. Royse; Amrita Iyer; Kendall T. Carney; Sydney Hall; James D. Berry†; Jukka-Pekka Onnela†
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Temporal configuration model: Statistical inference and spreading processes
errNetwork Science
IF1.5
err2025-12-11
err0
errOAAI
errLe, Thien Minh; Hambridge, Hali; Onnela, Jukka-Pekka
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errSave
What can vowel acoustics reveal about the communicative participation of people living with ALS?
errAMYOTROPHIC LATERAL SCLEROSIS AND FRONTOTEMPORAL DEGENERATION
IF2.8
err2025-12-01
err0
PREAI
errHaenssler, Abigail E.; Okada, June; Eshghi, Marziye; Clark, Alison; Iyer, Amrita; Richburg, Brian D.; Cavanaugh, Robert; Onnela, Jukka-Pekka; Burke, Katherine M.; Berry, James D.; Green, Jordan R.; Connaghan, Kathryn P.
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Variability of menstrual cycles by age, polycystic ovary syndrome, and early-life cycle irregularity in the Apple Women’s Health Study
errAmerican Journal of Obstetrics and Gynecology
IF8.4
err2025-11-24
err0
errOAAI
errRoisin Mortimer; Gowtham Asokan; Donna D. Baird; Allen J. Wilcox; Kayley Abrams; Christine L. Curry; Jukka-Pekka Onnela; Brent A. Coull; Russ Hauser; Michelle A. Williams; Zifan Wang; Shruthi Mahalingaiah
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errSave
Describe Where You Are: Improving Noise-Robustness for Speech Emotion Recognition With Text Description of the Environment
errIEEE Transactions on Affective Computing
IF9.8
err2025-11-06
err0
PREAI
errSeong-Gyun Leem; Daniel Fulford; Jukka-Pekka Onnela; David Gard; Carlos Busso
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errSave
Glucodensity functional profiles outperform traditional continuous glucose monitoring metrics
errScientific Reports
IF3.9
err2025-09-29
err0
errOAAI
errMarcos Matabuena; Rahul Ghosal; Javier Enrique Aguilar; Ayya Keshet; Robert Wagner; Carmen Fernández Merino; Juan Sánchez Castro; Vadim Zipunnikov; Jukka-Pekka Onnela; Francisco Gude
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Utilizing a digital cohort to understand the health burden and lifestyle characteristics across the life course in individuals with polycystic ovary syndrome and possible PCOS
errFRONTIERS IN ENDOCRINOLOGY
IF4.6
err2025-09-19
err0
PREAI
errPeebles, Elizabeth; Wang, Zifan; Dracup, Erin; Sarcione, Carrie; Curry, Christine L.; Abrams, Kayley; Onnela, Jukka-Pekka; Williams, Michelle A.; Hauser, Russ; Coull, Brent; Mahalingaiah, Shruthi
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Low-Burden Detection of Clinical Worsening in Body Dysmorphic Disorder using Smartphone Sensor and Demographic Data
errBehavior Therapy
IF3.8
err2025-09-11
err0
PREAI
errHilary Weingarden; Vincent Holstein; Geneva K. Jonathan; Michael Armey; Jukka-Pekka Onnela; Sabine Wilhelm
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errSave
Predicting the strength of next-day negative emotion states in body dysmorphic disorder using passive smartphone data: An intensive longitudinal assessment study
errInternet Interventions
IF0
err2025-06-01
err0
errOAAI
errHilary Weingarden; Xiang Meng; Michael Armey; Jukka-Pekka Onnela; Adam Jaroszewski; Caroline H. Armstrong; Sabine Wilhelm
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errSave
A Preliminary Investigation of Acoustic Features for Remote Monitoring of Respiration in ALS
errMUSCLE & NERVE
IF3.1
err2025-05-14
err0
PREAI
errKathryn P. Connaghan; Marziye Eshghi; Abigail E. Haenssler; Jordan R. Green; Joycelyn Wang; Zoe Scheier; Mackenzie Keegan; Alison Clark; Jukka-Pekka Onnela; Katherine M. Burke; James D. Berry
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errSave
Menstrual product use patterns in a large digital cohort in the United States: variations by sociodemographic, health, and menstrual characteristics
errAmerican Journal of Obstetrics and Gynecology
IF8.4
err2025-03-10
err0
errOAAI
errZifan Wang; Elizabeth Peebles; Donna D. Baird; Anne Marie Z. Jukic; Allen J. Wilcox; Christine L. Curry; Tyler Fischer-Colbrie; Jukka-Pekka Onnela; Michelle A. Williams; Russ Hauser; Brent A. Coull; Shruthi Mahalingaiah
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errSave
gptools: Scalable Gaussian Process Inference with Stan
errJOURNAL OF STATISTICAL SOFTWARE
IF8.1
err2025-01-01
err0
errOAAI
errHoffmann, Till; Onnela, Jukka-Pekka
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errSave
Free-living monitoring of ALS progression in upper limbs using wearable accelerometers
errJOURNAL OF NEUROENGINEERING AND REHABILITATION
IF5.2
err2024-12-21
err0
errOAAI
errStraczkiewicz, Marcin; Burke, Katherine M.; Calcagno, Narghes; Premasiri, Alan; Vieira, Fernando G.; Onnela, Jukka-Pekka; Berry, James D.
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errSave
Measuring Environmental and Behavioral Drivers of ChronicDiseases Using Smartphone-Based Digital Phenotyping:IntensiveLongitudinal Observational mHealth Substudy Embedded in 2Prospective Cohorts of Adults
errJMIR PUBLIC HEALTH AND SURVEILLANCE
IF3.9
err2024-10-11
err3
errOAAI
errYi, Li; Hart, Jaime E.; Straczkiewicz, Marcin; Karas, Marta; Wilt, Grete E.; Hu, Cindy R.; Librett, Rachel; Laden, Francine; Chavarro, Jorge E.; Onnela, Jukka-Pekka; James, Peter
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errSave
Smartphone Screen Time Characteristics in People With Suicidal Thoughts: Retrospective Observational Data Analysis Study
errJMIR MHEALTH AND UHEALTH
IF6.2
err2024-10-11
err0
errOAAI
errKaras, Marta; Huang, Debbie; Clement, Zachary; Millner, Alexander J.; Kleiman, Evan M.; Bentley, Kate H.; Zuromski, Kelly L.; Fortgang, Rebecca G.; Demarco, Dylan; Haim, Adam; Donovan, Abigail; Buonopane, Ralph J.; Bird, Suzanne A.; Smoller, Jordan W.; Nock, Matthew K.; Onnela, Jukka-Pekka
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Signs of Potential Androgen Excess Across the Lifespan in a US-based Digital Cohort Study
errJOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM
IF5.1
err2024-10-10
err0
errOAAI
errWolf, Amber T.; Wang, Zifan; Onnela, Jukka-Pekka; Baird, Donna D.; Jukic, Anne Marie Z.; Curry, Christine L.; Fischer-Colbrie, Tyler; Williams, Michelle A.; Hauser, Russ; Coull, Brent A.; Mahalingaiah, Shruthi
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errSave
Heterogeneity in suicide risk: Evidence from personalized dynamic models
errBEHAVIOUR RESEARCH AND THERAPY
IF4.5
err2024-09-01
err5
PREAI
errCoppersmith, Daniel D. L.; Kleiman, Evan M.; Millner, Alexander J.; Wang, Shirley B.; Arizmendi, Cara; Bentley, Kate H.; Demarco, Dylan; Fortgang, Rebecca G.; Zuromski, Kelly L.; Maimone, Joseph S.; Haim, Adam; Onnela, Jukka-Pekka; Bird, Suzanne A.; Smoller, Jordan W.; Mair, Patrick; Nock, Matthew K.
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Vaping habits and respiratory symptoms using a smartphone app platform
errBMC PUBLIC HEALTH
IF3.6
err2024-07-30
err1
errOAAI
errLee, Mi-Sun S.; Eum, Ki-Do; Allen, Joseph G.; Onnela, Jukka-Pekka; Christiani, David C.
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errSave
Assessing Mobility in Patients With Glioblastoma Using Digital Phenotyping-Piloting the Digital Assessment in Neuro-Oncology
errNEUROSURGERY
IF3.9
err2024-06-24
err0
PREAI
errNawabi, Noah L. A.; Emedom-Nnamdi, Patrick; Kilgallon, John L.; Gerstl, Jakob V. E.; Cote, David J.; Jha, Rohan; Ellen, Jacob G.; Maniar, Krish M.; Hong, Christopher S.; Dawood, Hassan Y.; Onnela, Jukka-Pekka; Smith, Timothy R.
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Tracking amyotrophic lateral sclerosis disease progression using passively collected smartphone sensor data
errANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGY
IF3.9
err2024-05-30
err2
errOAAI
errKaras, Marta; Olsen, Julia; Straczkiewicz, Marcin; Johnson, Stephen A.; Burke, Katherine M.; Iwasaki, Satoshi; Lahav, Amir; Scheier, Zoe A.; Clark, Alison P.; Iyer, Amrita S.; Huang, Emily; Berry, James D.; Onnela, Jukka-Pekka
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Research Directions

No research directions
Co-authors
Cooperation Journals
K
Karl Friston
H-index: 260 · Papers: 2.0K
J
John H. Krystal
H-index: 157 · Papers: 1.0K
R
Randy L. Buckner
H-index: 153 · Papers: 450
A
Albert-Ĺaszló Barabási
H-index: 150 · Papers: 662
C
Carlos A. Camargo
H-index: 144 · Papers: 2.0K
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