Flu -Research

Foschini L, Lee J.L., Buzzetti R, Clement M, Cos X, Ji L, Kanumilli N, Kerr D, Martinez L, Montanya E, Müller-Wieland D, Östenson C.-G, Skolnik N, Woo V, Samson S

Source: European Association for the Study of Diabetes 2020

Oct 20 2020

TILES-2018, a Longitudinal Physiologic and Behavioral Data Set of Hospital Workers

Mundnich K, Booth B.M., L’Hommedieu M, Feng T, Girault B, L’Hommedieu J, Wildman M, Skaaden S, Nadaraian A, Villatte J.L, Falk T.H., Lerman K, Ferrara E, Naravanan S

Source: Nature

Oct 05 2020

Digital Measures

Digital Measures That Matter to Patients: A Framework to Guide the Selection and Development of Digital Measures of Health

Manta C, Patrick-Lake B, Goldsack J.C.

Source: Karger

Oct 05 2020

Development and Application of a Patient Group Engagement Prioritization Tool for Use in Medical Product Development

Perry B, Dombeck C, Smalley JB, Levitan B, Leventhal D, Patrick-Lake B, Brennan L, McKenna K, Hallinan Z, Corneli A

Source: Therapeutic Innovation & Regulatory Science

Jul 28 2020

Remote Digital Monitoring for Medical Product Development

Izmailova ES, Wagner JA, Ammour N, Amondikar N, Bell-Vlasov A, Berman S, Bloomfield D, Brady LS, Cai X, Calle RA, Campbell M, Cerreta F, Clay I, Foschini L, Furlong P, Goldel R, Goldsack JS, Groenen P, Folarin A, Heemskerk J, Honig P, Hotopf M, Kamphaus T, Karlin DR, Leptak C, Liu Q, Manji H, Mather RJ, Menetski JP, Narayan VA, Papadopoulos E, Patel B, Patrick-Lake B, Podichetty JT, Pratap A, Servais L, Stephenson D, Tenaerts P, Tromberg B, Usdin S, Vasudevan S, Zipunnikov V, Hoffmann SC

Source: Clinical and Translational Science

Jul 23 2020

Design, Recruitment, and Baseline Characteristics of a Virtual 1-Year Mental Health Study on Behavioral Data and Health Outcomes: Observational Study

Kumar S, Tran JLA, Ramirez E, Lee W, Foschini L, Juusola J

Source: JMIR Mental Health

Jun 30 2020

The Accuracy of Self-Reported Blood Pressure in the Medication Adherence Improvement Support App For Engagement–Blood Pressure (MedISAFE-BP) Trial: Implications for Pragmatic Trials

Haff N, Lauffenburger JC, Morawski K, Ghazinouri R, Noor N, Kumar S, Juusola J, Choudhry NK

Source: American Heart Journal

Jun 30 2020

Data and Methods

Comparison of study samples recruited with virtual versus traditional recruitment methods

Heidi Moseson, Shefali Kumar, Jessie L. Juusola

Source: Contemporary Clinical Trials Communications

Mar 26 2020

Data and Methods

Machine Intelligence in Healthcare—Perspectives on Trustworthiness, Explainability, Usability, and Transparency

Cutillo CM, Sharma KR, Foschini L, Kundu S, Mackintosh M, Mandl, KD

Source: npj Digital Medicine

Mar 26 2020

Digital Measures

Continuous Digital Assessment for Weight Loss Surgery Patients

Ramirez E, Marinsek N, Bradshaw B, Kanard R, Foschini L

Source: Digital Biomarkers

Mar 09 2020

Data and Methods

Deep Learning Models for Electrocardiograms are Susceptible to Adversarial Attack

Han X, Hu Y, Foschini L, Chinitz L, Jankelson L, Ranganath R

Source: Nature Medicine

Nov 29 2019

Evidence

Large-scale influenza vaccination promotion on a mobile app platform: A randomized controlled trial

Lee WN, Stück D, Konti K, Rivers C, Brown CR, Zbikowski SM, Foschini L

Source: Vaccine

Nov 21 2019

Evidence

Quantifying the Impact of Influenza Among Persons With Type 2 Diabetes Mellitus: A New Approach to Determine Medical and Physical Activity Impact

Samson SI, Konty K, Lee WN, Quisel T, Foschini L, Kerr D, Liska J, Mills H, Hollingsworth R, Greenberg M, Beal AC

Source: Journal of Diabetes Science and Technology

Oct 22 2019

Evidence

African American Participants Experience Greater Pain Severity and Pain Interference Compared to Non-Hispanic Whites in a Large Scale Virtual Study on Chronic Pain

Cerrada C J, Tai C, Kumar S, Scherer K, Eulogio R, Ramirez E, Foschini L, Juusola J

Source: SMDM 2019

Aug 26 2019

Evidence

Effect of Different Financial Incentive Structures on Promoting Physical Activity Among Adults

Bachireddy C, Joung A, John LK, Gino F, Tuckfield B, Foschini L, Milkman KL

Source: JAMA Network Open

Aug 08 2019

Digital Measures

Developing Measures of Cognitive Impairment in the Real World from Consumer-Grade Multimodal Sensor Streams

Chan R, Jankovic F, Marinsek N, Foschini L, Kourtis L, Signorini A, Pugh M, Shen J, Yaari R, Maljkovic V, Sunga M, Hee Song H, Joon Jung H, Tseng B, Trister A

Source: KDD 2019

Jul 14 2019

Data and Methods

At Home Cognitive Testing (CANTAB Battery) in Healthy Controls and Cognitively Impaired Patients: A Feasibility Study

Maljkovic V, Pugh MAM, Yaari R, Shen J, Juusola, JL

Source: AAIC 2019

Jun 06 2019

Data and Methods

A systematic review of feasibility studies promoting the use of mobile technologies in clinical research

Bakker JP, Goldsack JC, Clarke M, Coravos A, Geoghegan C, Godfrey A, Heasley MG, Karlin DR, Manta C, Peterson B, Ramirez E, Sheth N, Bruno A, Bullis E, Wareham K, Zimmerman N, Forrest A, Wood WA

Source: NPJ Digital Medicine

May 22 2019

Evidence

Pain Management Strategies and Activity Tracker Utilization in a Large-Scale Chronic Pain Study

Tran JLA, Kumar S, Eulogio R, Ramirez E, Foschini L, Juusola JL

Source: ISPOR 2019

May 06 2019

Data and Methods

Adversarial Examples for Electrocardiograms

Han X, Hu Y, Foschini L, Jankelson L, Ranganath R

Source: ICLR 2019

May 06 2019

Data and Methods

Reproducibility in Machine Learning for Health

McDermott M, Wang S, Marinsek N, Ranganath R, Ghassemi M, Foschini L

Source: ICLR 2019

Mar 20 2019

Digital Measures

The association between medication adherence for chronic conditions and digital health activity tracking

Tom Quisel, BS; Luca Foschini, PhD; Susan M Zbikowski, PhD; Jessie L Juusola, PhD

Source: JMIR Publications 2019

Mar 07 2019

Data and Methods

Comparison of Heart Rate Measurement Between the Fitbit Charge 2 and OMsignal Smart Garments: A Free Living Study

Mackenzie Wildman, Raul Eulogio, Rishika Singh, Ernesto Ramirez, Luca Foschini, Evidation Health; Amrutha Nadarajan, Brandon Booth, Karel Mundnich, Emilio Ferrara, Kristina Lerman, Shrikanth Narayanan, University of Southern California, Los Angeles, CA

Source: Society of Behavioral Medicine 2019

Mar 07 2019

Digital Measures

Longitudinal Changes in Activity and Sleep Behaviors from Activity Trackers Are Associated with Change in Depression Severity

Ramirez E, Tran JL (PharmD), Bradshaw B (BS), Kumar S (MPH), Tai C (MPH, PhD), Foschini L (PhD), Juusola JL (PhD)

Source: Society of Behavioral Medicine 2019

Feb 21 2019

Digital Measures

Digital biomarkers for Alzheimer’s disease: the mobile/wearable devices opportunity

Lampros C. Kourtis, Oliver B. Regele, Justin M. Wright, and Graham B. Jones

Source: NPJ Digital Medicine

Feb 12 2019

Digital Measures

Influenza Surveillance Using Wearable Mobile Health Devices

Ben Bradshaw, Kevin Konty, Ernesto Ramirez, Wei-Nchih Lee, Alessio Signorini, Luca Foschini

Source: International Society for Disease Surveillance Conference 2019

Jan 22 2019

Data and Methods

Accelerating Research With Technology: Rapid Recruitment for a Large-Scale Web-Based Sleep Study

Deering S, Grade MM, Uppal JK, Foschini L, Juusola JL, Amdur AM, Stepnowsky CJ.

Source: JMIR Research Protocols

Dec 04 2018

Data and Methods

Learning Individualized Cardiovascular Responses from Large-scale Wearable Sensors Data

Hallgrímsson HT, Jankovic F, Althoff T, Foschini L

Source: NeurIPS 2018

Oct 20 2018

Digital Measures

Activity Tracker-Based Behavioral Data Is Correlated with Validated Quality-of-Life Metrics

Shefali Kumar, MPH; Wei-Nchih Lee, MD, MPH, PhD; Jennifer LA Tran, PharmD; Luca Foschini, PhD; Jessie L Juusola, PhD

Source: SMDM 2018

Oct 17 2018

Digital Measures

Predicting Influenza Vaccinations using Administrative Claims and Consumer Health Data

David Stück, Wei-Nchih Lee, Luca Foschini, Rave Harpaz, William DuMouchel, Susan M. Zbikowski, Courtney R. Brown

Source: SMDM 2018

Sep 11 2018

Evidence

The Impact of the Virtual Cognitive Health Program on the Cognition and Mental Health of Older Adults

Kumar S, Tran JL, Moseson H, Tai C, Glenn JM, Madero EN, Krebs C, Bott N, Juusola JL

Source: JMIR Aging

Aug 16 2018

Data and Methods

A Remote Intervention to Prevent or Delay Cognitive Impairment in Older Adults: Design, Recruitment, and Baseline Characteristics of the Virtual Cognitive Health (VC Health) Study

Nicholas T. Bott, Shefali Kumar, Caitlyn Krebs, Jordan M. Glenn, Erica N. Madero, Jessie L. Juusola

Source: Journal of Medical Internet Research

Jul 25 2018

Digital Measures

Novel Digital Voice Biomarkers of Dementia from the Framingham Study

David Stück, Haraldur Tómas, Greg Ver Steeg, Alessandro Epasto, Luca Foschini

Source: Alzheimer's Association International Conference 2018

Jul 25 2018

Evidence

A Multi-Domain Virtual Cognitive Health Program Reduces Symptoms of Depression and Anxiety: Six-Month Results from a Single-Arm Longitudinal Study

Nicholas T. Bott, Shefali Kumar, Heidi Moseson, Jaspreet Uppal, Jennifer Tran, Jordan M. Glenn, Jessie L. Juusola

Source: Alzheimer's Association International Conference 2018

Jun 24 2018

Evidence

Using Claims and Wearable Devices Data to Quantify Influenza Outcomes Among Type 2 Diabetes Patients

Sandrine Samson, Wei-Nchih Lee, Tom Quisel, Luca Foschini, Jan Liska, Henry Mills, Rosalind Hollingsworth, Michael Greenberg, Anne C. Beal

Source: American Diabetes Association 2018

May 22 2018

Digital Measures

Longitudinal Data from Activity Trackers Show that Those with Greater Inconsistency in Activity Levels Are More Likely to Develop More Severe Depression

Shefali Kumar, Jennifer Tran, Wei-Nchih Lee, Benjamin Bradshaw, Luca Foschini, Jessie Juusola

Source: ISPOR 2018

Apr 16 2018

Evidence

Association of a Smartphone Application With Medication Adherence and Blood Pressure Control

Kyle Morawski, Roya Ghazinouri, Alexis Krumme, Julie C. Lauffenburger, Zhigang Lu, Erin Durfee, Leslie Oley, Jessica Lee, Namita Mohta, Nancy Haff, Jessie L. Juusola, Niteesh K. Choudhry

Source: JAMA Internal Medicine

Apr 13 2018

Digital Measures

Digital Tracker Data from Over 100,000 Individuals Show Lower Activity Levels in Individuals with Multiple Chronic Conditions

Shefali Kumar, Tom Quisel, Luca Foschini, Jessie Juusola

Source: Society of Behavioral Medicine 2018

Apr 10 2018

Digital Measures

Real-World Use of Wearable Devices in a Large Multiple Sclerosis Cohort

Luca Foschini, Jennie Medin, Vladimir Bezlyak, David Stuck, Diego Silva, Wei-Nchih Lee

Source: American Academy of Neurology 2018

Mar 24 2018

Evidence

A Diabetes Mobile App With In-App Coaching From a Certified Diabetes Educator Reduces A1C for Individuals With Type 2 Diabetes

Shefali Kumar, Heidi Moseson, Jaspreet Uppal, Jessie L. Juusola

Source: The Diabetes Educator

Jan 09 2018

Evidence

Mobile and traditional cognitive behavioral therapy programs for generalized anxiety disorder: A cost-effectiveness analysis

Shefali Kumar, Megan Jones Bell, Jessie L. Juusola

Source: PLoS ONE

Dec 04 2017

Data and Methods

The Impact of Missing Data in User-Generated mHealth Time Series

Li-Fang Cheng, David Stück, Tom Quisel, Luca Foschini

Source: NIPS 2017

Nov 07 2017

Digital Measures

Digital Activity Tracker-Based Behavioral Characteristics Associated with Comorbid Mental Health Illness Symptoms Among Individuals With Diabetes

Shefali Kumar, David Stück, Wei-Nchih Lee, Jessie Juusola, Luca Foschini

Source: American Medical Informatics Association 2017

Oct 22 2017

Digital Measures

Activity Trackers Show That Inconsistent Sleep Patterns are Associated with Severe Forms of Anxiety and Depression

Shefali Kumar, Heidi Moseson, Wei-Nchih Lee, David Stück, Luca Foschini, Jessie Juusola

Source: SMDM 2017

Sep 26 2017

Data and Methods

Using Wearable Devices and Smartphones to Track Physical Activity: Initial Activation, Sustained Use, and Step Counts Across Sociodemographic Characteristics in a National Sample

Mitesh S. Patel, Luca Foschini, Gregory W. Kurtzman, Jingsan Zhu, Wenli Wang, Charles A.L. Rareshide, Susan M. Zbikowski

Source: Annals of Internal Medicine

Aug 13 2017

Data and Methods

Collecting and Analyzing Millions of mHealth Data Streams

Tom Quisel, Luca Foschini, Alessio Signorini, David C. Kale

Source: KDD 2017

Jun 19 2017

Data and Methods

Observation Time vs. Performance in Digital Phenotyping

Tom Quisel, Wei-Nchih Lee, Luca Foschini

Source: ACM Mobisys 2017

Jun 12 2017

Evidence

Impact of a Diabetes Mobile App with In-App Coaching on Glycemic Control

Shefali Kumar, Heidi Moseson, Jaspreet Uppal, Chandra Y. Obsorn, Mark Heyman, Jessie Juusola

Source: American Diabetes Association 2017

Jun 12 2017

Data and Methods

The Accuracy of Self-Reported A1C Among People with Type 2 Diabetes

Shefali Kumar, Jaspreet Uppal, Chandra Y. Obsorn, Mark Heyman, Jessie Juusola

Source: American Diabetes Association 2017

May 22 2017

Digital Measures

Digital Trackers show that High Intensity Exercising and Consistent Sleep Patterns are Associated with Positive Self-Reported Health Status

Shefali Kumar, Tom Quisel, Luca Foschini, Jessie Juusola

Source: ISPOR 2017

Apr 03 2017

Digital Measures

The Spread of Physical Activity Through Social Networks

David Stück, Haraldur Tómas, Greg Ver Steeg, Alessandro Epasto, Luca Foschini

Source: World Wide Web 2017

Apr 01 2017

Data and Methods

The accuracy of self-reported blood pressure in the Medication adherence Improvement Support App For Engagement – Blood Pressure (MedISAFE-BP) Trial

Kyle Morawski, Roya Ghazinouri, Alexis Krumme, Julie Lauffenburger, Jessica Lee, Erin Durfee, Leslie Oley, Namita Mohta, Jessie Juusola, Niteesh K. Choudhry

Source: Quality of Care and Outcomes Research 2017

Mar 29 2017