Jukka‐Pekka Onnela

Also affiliated with Cancer Research And Biostatistics

Physics and AstronomyPsychologyHealth Professions

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 4%percentile

0.920Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Open-source Longitudinal Sleep Analysis From Accelerometer Data (DPSleep): Algorithm Development and Validation

JMIR mhealth and uhealth(2021)10.2196/29849

Top 27%

0.755DataRank

Top 27%28 citations

Garth Coombs, Constanza M. Vidal Bustamante, Jukka‐Pekka Onnela, Justin T. Baker, Randy L. Buckner +1 more

Papers

Driven by 61 papers — median percentile 52. Top paper: “Incorporating human mobility data improves forecasts of Dengue fever in Thailand”.

Incorporating human mobility data improves forecasts of Dengue fever in Thailand

Scientific Reports(2021)10.1038/s41598-020-79438-0

N/A

1.7DataRank · unranked

63 citations

Mauricio Santillana, Jarvis T. Chen, Jukka‐Pekka Onnela, Nancy Krieger, Kenth Engø‐Monsen +6 more

Bidirectional imputation of spatial GPS trajectories with missingness using sparse online Gaussian Process

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab069

N/A

0.763DataRank · unranked

27 citations

Jukka‐Pekka Onnela, Gang Liu

Open-source Longitudinal Sleep Analysis From Accelerometer Data (DPSleep): Algorithm Development and Validation

JMIR mhealth and uhealth(2021)10.2196/29849

Top 27%

0.755DataRank

Top 27%28 citations

Garth Coombs, Constanza M. Vidal Bustamante, Jukka‐Pekka Onnela, Justin T. Baker, Randy L. Buckner +1 more

Abnormal uterine bleeding patterns determined through menstrual tracking among participants in the Apple Women’s Health Study

American Journal of Obstetrics and Gynecology(2022)10.1016/j.ajog.2022.10.029

N/A

0.755DataRank · unranked

22 citations

Huichu Li, Shunan Zhang, Sanaa Suharwardy, Uvika Chaturvedi, Tyler Fischer‐Colbrie +10 more

Sociodemographic characteristics of missing data in digital phenotyping

Scientific Reports(2021)10.1038/s41598-021-94516-7

N/A

0.593DataRank · unranked

51 citations

Jarvis T. Chen, Nancy Krieger, Caroline O. Buckee, Monica Alexander, Justin T. Baker +6 more

Framework for assessing and easing global COVID-19 travel restrictions

Scientific Reports(2022)10.1038/s41598-022-10678-y

N/A

0.442DataRank · unranked

18 citations

Louis Raynal, Octavious Talbot, Hali L. Hambridge, Christopher Drovandi, Antonietta Mira +3 more

Insurance-Based Disparities in Stroke Center Access in California: A Network Science Approach

Circulation Cardiovascular Quality and Outcomes(2023)10.1161/circoutcomes.122.009868

N/A

0.373DataRank · unranked

11 citations

Renee Y. Hsia, Lee H. Schwamm, Zhiyu Yan, Margaret Samuels‐Kalow, Mathew J. Reeves +3 more

Measures of Behavior and Life Dynamics from Commonly Available GPS Data (DPLocate): Algorithm Development and Validation

medRxiv(2022)10.1101/2022.07.05.22277276

N/A

0.269DataRank · unranked

5 citations

Garth Coombs, Jukka‐Pekka Onnela, Justin T. Baker, Randy L. Buckner, Habiballah Rahimi-Eichi

Early‐life menstrual characteristics and gestational diabetes in a large US cohort

Paediatric and Perinatal Epidemiology(2024)10.1111/ppe.13129

N/A

0.241DataRank · unranked

4 citations

Donna D. Baird, Michelle A. Williams, Anne Marie Z. Jukic, Allen J. Wilcox, Christine L. Curry +6 more

Cost-based Feature Selection for Network Model Choice

Journal of Computational and Graphical Statistics(2022)10.1080/10618600.2022.2151453

N/A

0.241DataRank · unranked

4 citations

Till Hoffmann, Jukka‐Pekka Onnela, Louis Raynal

A Preliminary Investigation of Acoustic Features for Remote Monitoring of Respiration in ALS

Muscle & Nerve(2025)10.1002/mus.28435

N/A

0.208DataRank · unranked

3 citations

Marziye Eshghi, Abigail E. Haenssler, Jordan R. Green, J. Wang, Zoe A. Scheier +6 more

Online Anomaly Detection for Smartphone-Based Multivariate Behavioral Time Series Data

Sensors(2022)10.3390/s22062110

N/A

0.208DataRank · unranked

3 citations

Jukka‐Pekka Onnela, Gang Liu

Scalable Approximate Bayesian Computation for Growing Network Models via Extrapolated and Sampled Summaries

Teknik Dergi(2020)10.1214/20-ba1248

N/A

0.208DataRank · unranked

3 citations

Sixing Chen, Antonietta Mira, Jukka‐Pekka Onnela, Louis Raynal

Online Anomaly Detection for Smartphone-Based Multivariate Behavioral Time Series Data

Preprints.org(2022)10.20944/preprints202202.0081.v1

N/A

0.208DataRank · unranked

3 citations

Jukka‐Pekka Onnela, Gang Liu

Predicting the strength of next-day negative emotion states in body dysmorphic disorder using passive smartphone data: An intensive longitudinal assessment study

Internet Interventions(2025)10.1016/j.invent.2025.100833

N/A

0.176DataRank · unranked

2 citations

Xiangyu Meng, Michael F. Armey, Jukka‐Pekka Onnela, Adam C. Jaroszewski, Caroline H. Armstrong +2 more

Accounting for contact network uncertainty in epidemic inferences with Approximate Bayesian Computation

Applied Network Science(2025)10.1007/s41109-025-00694-y

N/A

0.165DataRank · unranked

2 citations

Jukka‐Pekka Onnela, Maxwell H. Wang

Attempts to conceive and the COVID-19 pandemic: data from the Apple Women’s Health Study

American Journal of Obstetrics and Gynecology(2022)10.1016/j.ajog.2022.05.013

N/A

0.165DataRank · unranked

2 citations

Genevieve Lyons, Ariel L. Scalise, Nicola Gallagher, Anne-Marie Jukic, Donna D. Baird +8 more

Flexible Bayesian inference on partially observed epidemics

Journal of Complex Networks(2024)10.1093/comnet/cnae017

N/A

0.165DataRank · unranked

2 citations

Jukka‐Pekka Onnela, Maxwell H Wang

Seasonal variations of menstrual cycle length in a large, US-based, digital cohort

International Journal of Hygiene and Environmental Health(2023)10.1016/j.ijheh.2023.114308

Top 70%

0.165DataRank

Top 70%2 citations

Christine L. Curry, Tyler Fischer‐Colbrie, Jukka‐Pekka Onnela, Michelle A. Williams, Russ Hauser +4 more

Framework for converting mechanistic network models to probabilistic models

Journal of Complex Networks(2023)10.1093/comnet/cnad034

N/A

0DataRank · unranked

8 citations

Victor De Gruttola, Jukka‐Pekka Onnela, Ravi Goyal

Maximum likelihood estimation for reversible mechanistic network models

Physical review. E(2023)10.1103/physreve.108.024308

N/A

0DataRank · unranked

1 citations

Jukka‐Pekka Onnela, Jonathan Larson

Leveraging Contact Network Information in Clustered Randomized Studies of Contagion Processes

Observational Studies(2023)10.1353/obs.2023.0021

N/A

0DataRank · unranked

3 citations

Patrick Staples, Mélanie Prague, RK Goyal, Victor DeGruttola, Jukka‐Pekka Onnela +1 more

TEMPORAL TRENDS IN AGE AT MENARCHE AMONG FEMALES BORN BETWEEN 1931 AND 2005 IN A US-BASED DIGITAL COHORT

Fertility and Sterility(2023)10.1016/j.fertnstert.2023.08.481

N/A

0DataRank · unranked

1 citations

Gowtham Asokan, Jukka‐Pekka Onnela, Donna D. Baird, Anne Marie Z. Jukic, Allen J. Wilcox +5 more

Building personalized machine learning models using real-time monitoring data to predict idiographic suicidal thoughts

Digital Access to Scholarship at Harvard (DASH) (Harvard University)(2023)10.31234/osf.io/qh4jk

N/A

0DataRank · unranked

5 citations

Ruben van Genugten, Yaniv Yacoby, Weiwei Pan, Kate H. Bentley, Suzanne Bird +19 more

Nonparametric Additive Value Functions: Interpretable Reinforcement Learning with an Application to Surgical Recovery

arXiv (Cornell University)(2023)10.48550/arxiv.2308.13135

N/A

0DataRank · unranked

0 citations

Timothy R. Smith, Jukka‐Pekka Onnela, Junwei Lu, Patrick Emedom-Nnamdi

Flexible Bayesian Inference on Partially Observed Epidemics

arXiv (Cornell University)(2023)10.48550/arxiv.2311.04238

N/A

0DataRank · unranked

0 citations

Jukka‐Pekka Onnela, Maxwell H. Wang

Menarche and Time to Cycle Regularity Among Individuals Born Between 1950 and 2005 in the US

JAMA Network Open(2024)10.1001/jamanetworkopen.2024.12854

N/A

0DataRank · unranked

82 citations

Gowtham Asokan, Jukka‐Pekka Onnela, Donna D. Baird, Anne Marie Z. Jukic, Allen J. Wilcox +7 more

Heterogeneity in suicide risk: Evidence from personalized dynamic models

Behaviour Research and Therapy(2024)10.1016/j.brat.2024.104574

N/A

0DataRank · unranked

28 citations

Evan M. Kleiman, Alexander J. Millner, Shirley B. Wang, Cara Arizmendi, Kate H. Bentley +11 more

Precision Assessment of Real-World Associations Between Stress and Sleep Duration Using Actigraphy Data Collected Continuously for an Academic Year: Individual-Level Modeling Study

JMIR Formative Research(2024)10.2196/53441

N/A

0DataRank · unranked

4 citations

Garth Coombs, Habiballah Rahimi-Eichi, Patrick Mair, Jukka‐Pekka Onnela, Justin T. Baker +2 more

A Review of Network Models for HIV Spread

JAIDS Journal of Acquired Immune Deficiency Syndromes(2024)10.1097/qai.0000000000003578

N/A

0DataRank · unranked

1 citations

Ravi Goyal, Victor De Gruttola, Jukka‐Pekka Onnela, Heather Mattie

Signs of Potential Androgen Excess Across the Lifespan in a US-based Digital Cohort Study

The Journal of Clinical Endocrinology & Metabolism(2024)10.1210/clinem/dgae674

N/A

0DataRank · unranked

3 citations

Zifan Wang, Jukka‐Pekka Onnela, Donna D. Baird, Anne Marie Z. Jukic, Christine L. Curry +6 more

The relationship of rate and pause features to the communicative participation of people living with ALS

Muscle & Nerve(2024)10.1002/mus.28170

N/A

0DataRank · unranked

2 citations

Jordan R. Green, Marziye Eshghi, Abigail E. Haenssler, Zoe A. Scheier, Alison Clark +9 more

Accounting for contact network uncertainty in epidemic inferences

arXiv (Cornell University)(2024)10.48550/arxiv.2404.02924

N/A

0DataRank · unranked

1 citations

Jukka‐Pekka Onnela, Maxwell H. Wang

Approximate inference for longitudinal mechanistic HIV contact network

Applied Network Science(2024)10.1007/s41109-024-00616-4

N/A

0DataRank · unranked

0 citations

Till Hoffmann, Jukka‐Pekka Onnela, Octavious Smiley

Temporal Configuration Model: Statistical Inference and Spreading Processes

arXiv (Cornell University)(2024)10.48550/arxiv.2407.12175

N/A

0DataRank · unranked

0 citations

Hali L. Hambridge, Jukka‐Pekka Onnela, Thien‐Minh Le

Menstrual product use patterns in a large digital cohort in the United States: variations by sociodemographic, health, and menstrual characteristics

American Journal of Obstetrics and Gynecology(2025)10.1016/j.ajog.2025.03.002

N/A

0DataRank · unranked

6 citations

Elizabeth Peebles, Donna D. Baird, Anne Marie Z. Jukic, Allen J. Wilcox, Christine L. Curry +7 more

Connecting mass-action models and network models for infectious diseases

PLoS Computational Biology(2025)10.1371/journal.pcbi.1013373

N/A

0DataRank · unranked

1 citations

Jukka‐Pekka Onnela, Thien‐Minh Le

Measuring Psychological Well-Being and Behaviors Using Smartphone-Based Digital Phenotyping: An Intensive Longitudinal Observational mHealth Pilot Study Embedded in a Prospective Cohort of Women

JMIR mhealth and uhealth(2025)10.2196/71375

N/A

0DataRank · unranked

1 citations

Claudia Trudel‐Fitzgerald, Cindy Hu, Grete E. Wilt, Jorge E. Chavarro, Jukka‐Pekka Onnela +4 more

Low-Burden Detection of Clinical Worsening in Body Dysmorphic Disorder Using Smartphone Sensor and Demographic Data

Behavior Therapy(2025)10.1016/j.beth.2025.09.001

N/A

0DataRank · unranked

0 citations

Vincent Holstein, Geneva Jonathan, Michael F. Armey, Jukka‐Pekka Onnela, Sabine Wilhelm +1 more

Predicting concurrent and short-term desire and intent to attempt suicide among people with body dysmorphic disorder using ecological momentary assessment of anxiety and shame.

Journal of Psychopathology and Clinical Science(2025)10.1037/abn0001054

N/A

0DataRank · unranked

0 citations

Adam C. Jaroszewski, Michael F. Armey, Bettina B. Hoeppner, Caroline H. Armstrong, Jukka‐Pekka Onnela +2 more

What can vowel acoustics reveal about the communicative participation of people living with ALS?

Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration(2025)10.1080/21678421.2025.2598433

N/A

0DataRank · unranked

0 citations

June Okada, Marziye Eshghi, Alison Clark, Amrita Iyer, Brian Richburg +7 more

Smartphone sensing of social interactions in people with and without schizophrenia

Journal of Psychiatric Research(2020)10.1016/j.jpsychires.2020.11.002

N/A

0DataRank · unranked

73 citations

Jasmine Mote, Rachel Gonzalez, Samuel J. Abplanalp, Yuting Zhang, Jarrod Luckenbaugh +4 more

Temporal configuration model: Statistical inference and spreading processes

Network Science(2025)10.1017/nws.2025.10015

N/A

0DataRank · unranked

0 citations

Hali Hambridge, Jukka‐Pekka Onnela, Thien‐Minh Le

Augmented Movelet Method for Activity Classification Using Smartphone Gyroscope and Accelerometer Data

Sensors(2020)10.3390/s20133706

N/A

0DataRank · unranked

22 citations

Jukka‐Pekka Onnela, Emily J. Huang

Bayesian method for inferring the impact of geographical distance on intensity of communication

Scientific Reports(2020)10.1038/s41598-020-68583-1

N/A

0DataRank · unranked

5 citations

Jukka‐Pekka Onnela, Victor DeGruttola, Fei Ozga

Incorporating human mobility data improves forecasts of Dengue fever in Thailand

medRxiv(2020)10.1101/2020.07.22.20157966

N/A

0DataRank · unranked

3 citations

Mauricio Santillana, Jarvis T. Chen, Jukka‐Pekka Onnela, Nancy Krieger, Kenth Engø‐Monsen +6 more

Correction: Huang, E.J., and Onnela, J.P. Augmented Movelet Method for Activity Classification Using Smartphone Gyroscope and Accelerometer Data. Sensors 2020, 20(13), 3706

Sensors(2020)10.3390/s20216091

N/A

0DataRank · unranked

3 citations

Jukka‐Pekka Onnela, Emily J. Huang

Patient-reported and clinician-rated performance status and general health among women with gynecologic cancers on palliative chemotherapy.

Journal of Clinical Oncology(2020)10.1200/jco.2020.38.15_suppl.e24128

N/A

0DataRank · unranked

0 citations

Embree Thompson, Gang Lü, Nancy L. Keating, Ursula A. Matulonis, Susana M. Campos +6 more

Taxonomies of networks from community structure

UNC Libraries(2020)10.17615/6b6d-w607

N/A

0DataRank · unranked

0 citations

Jukka‐Pekka Onnela, Stephen Reid, Peter J. Mucha, Mark D. Fricker, Daniel J. Fenn +2 more

Assessment of Racial Disparities in Primary Care Physician Specialty Referrals

JAMA Network Open(2021)10.1001/jamanetworkopen.2020.29238

N/A

0DataRank · unranked

127 citations

Jukka‐Pekka Onnela, Laurie Meneades, A. James O’Malley, Nancy L. Keating, Bruce E. Landon

Beiwe: A data collection platform for high-throughput digital phenotyping

The Journal of Open Source Software(2021)10.21105/joss.03417

N/A

0DataRank · unranked

85 citations

C.F. Dixon, Keary Griffin, Tucker Jaenicke, Leila Minowada, Sean Esterkin +4 more

Design and methods of the Apple Women’s Health Study: a digital longitudinal cohort study

American Journal of Obstetrics and Gynecology(2021)10.1016/j.ajog.2021.09.041

N/A

0DataRank · unranked

43 citations

Victoria Fruh, Erika Rodriguez, Sai Charan Konanki, Jukka‐Pekka Onnela, Alexis de Figueiredo Veiga +16 more

Examining SARS-CoV-2 Interventions in Residential Colleges Using an Empirical Network

International Journal of Infectious Diseases(2021)10.1016/j.ijid.2021.10.008

N/A

0DataRank · unranked

16 citations

Rebecca Kahn, Jukka‐Pekka Onnela, Hali L. Hambridge

Sociodemographic Characteristics of Missing Data in Digital Phenotyping

medRxiv(2021)10.1101/2020.12.29.20249002

N/A

0DataRank · unranked

14 citations

Jarvis T. Chen, Nancy Krieger, Caroline O. Buckee, Monica Alexander, Justin T. Baker +6 more

Policies for Easing COVID-19 Pandemic Travel Restrictions

medRxiv(2021)10.1101/2021.04.14.21255465

N/A

0DataRank · unranked

1 citations

Louis Raynal, Octavious Talbot, Hali L. Hambridge, Christopher Drovandi, Antonietta Mira +3 more

DPSleep: Open-Source Longitudinal Sleep Analysis From Accelerometer Data

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.02.02.429455

N/A

0DataRank · unranked

0 citations

Garth Coombs, Constanza M. Vidal Bustamante, Jukka‐Pekka Onnela, Justin T. Baker, Randy L. Buckner +1 more

Fluctuations in behavior and affect in college students measured using deep phenotyping

Scientific Reports(2022)10.1038/s41598-022-05331-7

N/A

0DataRank · unranked

31 citations

Garth Coombs, Habiballah Rahimi-Eichi, Patrick Mair, Jukka‐Pekka Onnela, Justin T. Baker +2 more

Effect of a two-dose vs three-dose vaccine strategy in residential colleges using an empirical proximity network

International Journal of Infectious Diseases(2022)10.1016/j.ijid.2022.04.007

N/A

0DataRank · unranked

1 citations

Rebecca Kahn, Jukka‐Pekka Onnela, Hali L. Hambridge

Variation in menstrual cycle length by age, race/ethnicity, and body mass index in a large digital cohort of women in the US

medRxiv(2022)10.1101/2022.09.30.22280382

N/A

0DataRank · unranked

6 citations

Elizabeth A. Gibson, Anne Marie Z. Jukic, Donna D. Baird, Allen J. Wilcox, Christine L. Curry +7 more

Returning Individual Research Results from Digital Phenotyping in Psychiatry

The American Journal of Bioethics(2023)10.1080/15265161.2023.2180109

N/A

0DataRank · unranked

32 citations

Matthew L. Baum, Nicole Martinez‐Martin, Adam S. Miner, Melissa Abraham, Catherine A. Brownstein +23 more

Selective Acoustic Feature Enhancement for Speech Emotion Recognition With Noisy Speech

IEEE/ACM Transactions on Audio Speech and Language Processing(2023)10.1109/taslp.2023.3340603

N/A

0DataRank · unranked

31 citations

Daniel Fulford, Jukka‐Pekka Onnela, David E. Gard, Carlos Busso, Seong-Gyun Leem

Jukka‐Pekka Onnela

Indexed papers

Top data-sharing exemplar

Papers