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Public Health Genomics and Precision Health Knowledge Base (v8.2)
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Last data update: Jan 29, 2023
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Editorial: Digitalization for precision healthcare
F Cascini et al, Front Public Health, December 2022
Association of wearable device-measured vigorous intermittent lifestyle physical activity with mortality
E Stamatakis et al, Nature Medicine, December 8, 2022
Prospective evaluation of smartwatch-enabled detection of left ventricular dysfunction
ZI Attoa et al, Nature Medicine, November 14, 2022
Evaluation of physical health status beyond daily step count using a wearable activity sensor
Z Xu et al, NPJ Digital Medicine, November 9, 2022
Multimodal machine learning in precision health: A scoping review
A Kline et al, NPJ Digital Medicine, November 7, 2022
Unsettled Liability Issues for "Prediagnostic" Wearables and Health-Related Products.
Simon David A et al. JAMA 2022
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Wearable accelerometer-derived physical activity and incident disease.
Khurshid Shaan et al. NPJ digital medicine 2022 5(1) 131
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A wearable ultrasound patch.
O'Leary Karen et al. Nature medicine 2022
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Bioadhesive ultrasound for long-term continuous imaging of diverse organs.
Wang Chonghe et al. Science (New York, N.Y.) 2022 377(6605) 517-523
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Shaping the future of cardiovascular medicine in the new era of wearable devices.
Gehr Sinje et al. Nature reviews. Cardiology 2022
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Psychosocial-Behavioral Phenotyping: A Novel Precision Health Approach to Modeling Behavioral, Psychological, and Social Determinants of Health Using Machine Learning.
Burgermaster Marissa et al. Annals of behavioral medicine : a publication of the Society of Behavioral Medicine 2022
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Predictive models for clinical decision making: Deep dives in practical machine learning.
Eloranta Sandra et al. Journal of internal medicine 2022
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Real life experience with the wearable cardioverter-defibrillator in an international multicenter Registry.
El-Battrawy Ibrahim et al. Scientific reports 2022 12(1) 3203
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Producing personalized statin treatment plans to optimize clinical outcomes using big data and machine learning.
Chi Chih-Lin et al. Journal of biomedical informatics 2022 104029
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The Use of Machine Learning in Health Care: No Shortcuts on the Long Road to Evidence-based Precision Health
D Rasooly et al, CDC Blog Post, December 7, 2021
Assessment of the Feasibility of Using Noninvasive Wearable Biometric Monitoring Sensors to Detect Influenza and the Common Cold Before Symptom Onset
E Grzesiak et al, JAMA Network Open, September 29, 2021
Personalized lab test models to quantify disease potentials in healthy individuals
NM Cohen et al, Nature Medicine, August 23, 2021
Personalised, population and planetary nutrition for precision health.
Martínez-González Miguel A et al. BMJ nutrition, prevention & health 2021 4(1) 355-358
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Mobile health strategies for blood pressure self-management in urban populations with digital barriers: systematic review and meta-analyses
EC Khoong et al, NPJ Digital Medicine, July 22, 2021
Mobile app validation: a digital health scorecard approach
R Sedhom et al, NPJ Digital Medicine, July 14, 2021
‘It’s hard to know what’s trustworthy’: A new research effort aims to vet digital health data from wearables
K Palmer, Stat News, June 22, 2021
Continuous health monitoring: An opportunity for precision health.
Gambhir Sanjiv S et al. Science translational medicine 2021 13(597)
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Technology assessment framework for precision health applications.
Hussain M Sazzad et al. International journal of technology assessment in health care 2021 37(1) e67
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Wearable sensors enable personalized predictions of clinical laboratory measurements
J Dunn et al, Nature Medicine, May 24, 2021
Mobile Health: making the leap to research and clinics
JP Ku et al, NPJ Digital Medicine, May 14, 2021
Effective interventions to increase routine childhood immunization coverage in low socioeconomic status communities in developed countries: A systematic review and critical appraisal of peer-reviewed literature.
Machado Amanda Alberga et al. Vaccine 2021
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Ensuring that biomedical AI benefits diverse populations
J Zhou et al, E Biomedicine, May 4, 2021
Remote Patient Monitoring — Overdue or Overused?
K Mecklai et al, NEJM, April 10, 2021
Defining precision health: a scoping review protocol.
Ryan Jillian C et al. BMJ open 2021 Feb 11(2) e044663
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Development and Validation of Risk Scores for All-Cause Mortality for a Smartphone-Based "General Health Score" App: Prospective Cohort Study Using the UK Biobank.
Clift Ashley K et al. JMIR mHealth and uHealth 2021 Feb 9(2) e25655
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Page last reviewed:
Jul 25, 2022
Page last updated:
Jan 29, 2023
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