• Skip to main content
  • Skip to secondary menu
  • Skip to primary sidebar
  • Skip to secondary sidebar
  • Skip to footer

  • Opinion
  • Health IT
    • Behavioral Health
    • Care Coordination
    • EMR/EHR
    • Interoperability
    • Patient Engagement
    • Population Health Management
    • Revenue Cycle Management
    • Social Determinants of Health
  • Digital Health
    • AI
    • Blockchain
    • Precision Medicine
    • Telehealth
    • Wearables
  • Life Sciences
  • Investments
  • M&A
  • Value-based Care
    • Accountable Care (ACOs)
    • Medicare Advantage

Is mHealth Data Moving Towards Big Data?

by Fred Pennic 12/10/2013 3 Comments

  • LinkedIn
  • Twitter
  • Facebook
  • Email
  • Print

Nathan E. Wineinger, Ph.D., a research scientist at Scripps Genomic Medicine discusses how mhealth data is moving towards big data at a rapid pace at the recent BigData@UCSD workshop last month. 

Mobile health (mHealth) technologies allow for the generation of intensive care unit medical information, literally, in the palm of your hand. A smart phone can be transformed into a mobile heart monitor to diagnose atrial fibrillation, and continuous glucose monitoring has revolutionized the way diabetics manage their blood sugar levels. The digitization of human health through noninvasive devices and sensors can provide meaningful measures of individual wellness outside of a clinical environment.

This information can then be used to guide health decisions — or personalize medicine. However, mHealth data presents a computational challenge as it can be both wide and long (i.e. big data). Furthermore, this challenge can be broken into two components that are both vital to the production of actionable health care: data storage and processing; and its interpretation. It is this latter component that is notoriously omitted in the conversation on big data.
This talk lead by research scientist at Scripps Genomic Medicine, Nathan E. Wineinger, Ph.D. will focus on analytical methods designed to interpret information from big data sources. Particularly, this talk will address approaches to analyze data on numerous variables from multiple sources which are serially correlated over time.
This investigation is motivated by a recent mHealth study conducted at the Scripps Translational Science Institute designed to assess the relationship between neurocognitive and cardiovascular/pulmonary measurements, and the overall health benefits of meditation.

Source

About Nathan Wineinger, Ph.D.

Nathan E. Wineinger, Ph.D., is a research scientist at Scripps Genomic Medicine within Scripps Health. He joined STSI in the fall of 2011.

His expertise is in statistical approaches to human genetics and genomics research – particularly in the application and development of quantitative methods for identifying the etiology of common, complex disease.

Nathan’s interests include multi-locus and whole-genome statistical methods to predict complex disease, imputation, and copy number variation. Recently, he has applied these approaches to obesity and insulin resistance, echocardiographic traits, longevity, neuroimaging, and pharmacogenetics.

 

  • LinkedIn
  • Twitter
  • Facebook
  • Email
  • Print

Tap Native

Get in-depth healthcare technology analysis and commentary delivered straight to your email weekly

Reader Interactions

Primary Sidebar

Subscribe to HIT Consultant

Latest insightful articles delivered straight to your inbox weekly.

Submit a Tip or Pitch

2026 Predictions & Trends

Healthcare 2026 Forecast: Executives on AI Survival, Financial Reckoning, and the End of Point Solutions

2026 Healthcare Executive Predictions: Why the AI “Pilot Era” Is Officially Over

Most-Read

OpenAI Debuts ChatGPT Health: A ‘Digital Front Door’ That Connects Medical Records to Agentic AI

OpenAI Debuts ChatGPT Health: A ‘Digital Front Door’ That Connects Medical Records to Agentic AI

From Genes to Hackers: The Hidden Cybersecurity Risks in Life Sciences

From Genes to Hackers: The Hidden Cybersecurity Risks in Life Sciences

Utah Becomes First State to Approve AI System for Prescription Renewals

Utah Becomes First State to Approve AI System for Prescription Renewals

NYC Health + Hospitals to Acquire Maimonides in $2.2B Safety Net Overhaul

NYC Health + Hospitals to Acquire Maimonides in $2.2B Safety Net Overhaul

KLAS Report: Why Hospitals Are Choosing Efficiency Over 'Agentic' AI Hype in 2025

KLAS Report: Why Hospitals Are Choosing Efficiency Over ‘Agentic’ AI Hype in 2025

Advanced Primary Care 2026: Top 6 Investments for Health Systems According to Harvard Medical School

Advanced Primary Care 2026: Top 6 Investments for Health Systems According to Harvard Medical School

AI Nutrition Labels: The Key to Provider Adoption and Patient Trust?

AI Nutrition Labels: The Key to Provider Adoption and Patient Trust?

Kristen Hartsell, VP of Clinical Services, RedSail Technologies

The Pharmacy Closures Crisis: How Independent Pharmacies Are Fixing Pharmacy Deserts

HHS Launches 'OneHHS' AI Strategy to Integrate AI Across CDC, CMS, and FDA for Efficiency and Public Trust

HHS Launches ‘OneHHS’ AI Strategy to Integrate AI Across CDC, CMS, and FDA for Efficiency and Public Trust

From Overwhelmed to Optimized: How AI Agents Address Staffing Challenges and Burnout in Healthcare

From Overwhelmed to Optimized: How AI Agents Address Staffing Challenges and Burnout in Healthcare

Secondary Sidebar

Footer

Company

  • About Us
  • Advertise with Us
  • Reprints and Permissions
  • Op-Ed Submission Guidelines
  • Contact
  • Subscribe

Editorial Coverage

  • Opinion
  • Health IT
    • Care Coordination
    • EMR/EHR
    • Interoperability
    • Population Health Management
    • Revenue Cycle Management
  • Digital Health
    • Artificial Intelligence
    • Blockchain Tech
    • Precision Medicine
    • Telehealth
    • Wearables
  • Startups
  • Value-Based Care
    • Accountable Care
    • Medicare Advantage

Connect

Subscribe to HIT Consultant Media

Latest insightful articles delivered straight to your inbox weekly

Copyright © 2026. HIT Consultant Media. All Rights Reserved. Privacy Policy |