• Login
    • Join
  • FOLLOW:
  • Subscribe Free
    • Magazine
    • eNewsletter
    Checkout
    • Magazine
    • News
    • Opinions
    • Top 30
    • Research
    • Supply Chain
    • Device Sectors
    • Directory
    • Events
    • Resources
    • Microsites
    • More
  • Magazine
  • News
  • Opinions
  • Top 30
  • Research
  • Supply Chain
  • Device Sectors
  • Directory
  • Events
  • Resources
  • Microsites
  • Current / Back Issues
    Features
    Editorial
    Digital Edition
    eNewsletter Archive
    Our Team
    Editorial Guidelines
    Reprints
    Subscribe Now
    Advertise Now
    Top Features
    Deep (Brain) Thoughts with Medtronic's Neuromodulation President

    Grab and Go: Examining the Thrombectomy Device Market

    Fine Print: A Discourse on Additive Manufacturing

    MPO's 2022 Medtech Industry Year in Review

    Micro Molding for Medtech Is Miniature Magic
    OEM News
    Supplier News
    Service / Press Releases
    Online Exclusives
    Press Releases
    People in the News
    Product & Service Releases
    Supplier News
    Medtech Makers
    Technical Features
    International News
    Videos
    Product & Service Releases
    Live From Shows
    Regulatory
    Financial/Business
    Top News
    Aspivix's Carevix Cervical Stabilizer Gains FDA OK

    Apyx Medical Submits 510(k) App for Renuvion APR Handpiece

    LivaNova Releases SenTiva DUO VNS for Drug-Resistant Epilepsy

    CGM Devices Could Become Main Glucose Monitoring Solution in U.S.

    New Device Developed to Non-Invasively Measure Cervical Nerve Activity
    From the Editor
    Blogs
    Guest Opinions
    Top Opinions
    Deep (Brain) Thoughts with Medtronic's Neuromodulation President

    Grab and Go: Examining the Thrombectomy Device Market

    Fine Print: A Discourse on Additive Manufacturing

    MPO's 2022 Medtech Industry Year in Review

    Micro Molding for Medtech Is Miniature Magic
    Top 30 Medical Device Companies
    Market Data
    White Papers
    Top Research
    Reflections on 2022 and What’s Ahead for Medtech: MPO Sounding Board

    3 Ways to Prepare for ISO 13485/Part 820 Harmonization

    A New Home for Theranos' Elizabeth Holmes?

    Health Cost Drivers for Large Employers

    Braving Change: Facing Fears in the Midst of Major Transitions
    3D/Additive Manufacturing
    Contract Manufacturing
    Electronics
    Machining & Laser Processing
    Materials
    Molding
    Packaging & Sterilization
    R&D & Design
    Software & IT
    Testing
    Tubing & Extrusion
    Cardiovascular
    Diagnostics
    Digital Health
    Neurological
    Patient Monitoring
    Surgical
    Orthopedics
    All Companies
    Categories
    Company Capabilities
    Add New Company
    Outsourcing Directory
    Paragon Medical

    NDH Medical Inc.

    Arthur G. Russell Co. Inc., The

    JBC Technologies

    Providence Enterprise USA Inc.
    MPO Summit
    Industry Events
    Webinars
    Live From Show Event
    Industry Associations
    Videos
    Career Central
    eBook
    Slideshows
    Top Resources
    How Artificial Intelligence Can Combat Key Issues Impacting Healthcare

    Why Advanced Sensors Are Crucial Within Medical Pumps

    How Artificial Intelligence Could Help Prevent 80% of Chronic Diseases

    4 Ways to Use Injection Molding in Medical Device Manufacturing

    Telemedicine and Connectivity to Drive Material Innovation in the Near Future
    Companies
    News Releases
    Product Releases
    Press Releases
    Product Spec Sheets
    Service Releases
    Case Studies
    White Papers
    Brochures
    Videos
    Outsourcing Directory
    Paragon Medical

    NDH Medical Inc.

    Arthur G. Russell Co. Inc., The

    JBC Technologies

    Providence Enterprise USA Inc.
    • Magazine
      • Current/Back Issues
      • Features
      • Editorial
      • Columns
      • Digital Editions
      • Subscribe Now
      • Advertise Now
    • News
    • Directory
      • All Companies
      • ALL CATEGORIES
      • Industry Associations
      • Company Capabilities
      • Add Your Company
    • Supply Chain
      • 3D/Additive Manufacturing
      • Contract Manufacturing
      • Electronics
      • Machining & Laser Processing
      • Materials
      • Molding
      • Packaging & Sterilization
      • R&D & Design
      • Software & IT
      • Testing
      • Tubing & Extrusion
    • Device Sectors
      • Cardiovascular
      • Diagnostics
      • Digital Health
      • Neurological
      • Patient Monitoring
      • Surgical
      • Orthopedics
    • Top 30 Company Report
    • Expert Insights
    • Slideshows
    • Videos
    • eBook
    • Resources
    • Podcasts
    • Infographics
    • Whitepapers
    • Research
      • White Papers
      • Case Studies
      • Product Spec Sheets
      • Market Data
    • MPO Summit
    • Events
      • Industry Events
      • Live From Show Events
      • Webinars
    • Microsite
      • Companies
      • Product Releases
      • Product Spec Sheets
      • Services
      • White Papers / Tech Papers
      • Press Releases
      • Videos
      • Literature / Brochures
      • Case Studies
    • About Us
      • About Us
      • Contact Us
      • Advertise with Us
      • eNewsletter Archive
      • Privacy Policy
      • Terms of Use
    Breaking News

    One Drop Unveils New AI Predictions for CGM Users

    Announces long-term outcomes forecasts for diabetes-related biomarkers and overnight hypoglycemia predictions.

    One Drop Unveils New AI Predictions for CGM Users
    To date, One Drop has collected more than 11 billion health data points from nearly 3 million One Drop app users in 195 countries. Image courtesy of One Drop.
    Related Content
    • Advanced Powder Products (APP)
    • Paragonix Launches Global Registry for Studying Donor Lung Preservation
    • RapidAI Launches Rapid Workflow for Pulmonary Embolism
    • Luis J. Malavé Joins Integrity Applications Board
    • FDA Issues EUA for BD Veritor At-Home Covid-19 Test
    PRNewswire06.15.20
    One Drop presented long-term A1C, blood pressure, and weight outcomes forecasts for individuals, along with overnight hypoglycemia predictions for CGM users at the 80th Annual American Diabetes Association Virtual Scientific Sessions. New predictions lay the foundation for One Drop's personalized and adaptive data-driven health products.
     
    To date, One Drop has collected more than 11 billion health data points from nearly 3 million One Drop app users in 195 countries. The app collects health data through manual input, automatic upload from connected devices, HealthKit, GoogleFit, and direct integrations with Dexcom, Fitbit, Apple Watch, Companion Medical, and other strategic partners.
     
    This pooled population data powers the machine learning models behind One Drop's Predictive Insights. Currently, users can receive eight-hour glucose forecasts, along with real-time advice for exercise, diet, and lifestyle adjustments.
     
    "The real power of our predictive models is how individualized they are," said One Drop VP of data science, Dan Goldner. "We don't bother looking for broad patterns of factors that might help in distinct groups. Instead, we jump straight to predicting the factors most likely to help you. We update that prediction every day and use that insight to steer your personal One Drop experience."
     
    Treatment goals for diabetes and related conditions, including hypertension and prediabetes, are defined as reductions in average blood glucose concentration, blood pressure, and weight. Accurately predicting these metrics can enable the delivery of timely treatment and lifestyle recommendations, leading to improved outcomes.
     
    In a recent study, One Drop trained a suite of patent-pending supervised learning models to accurately forecast changes in glucose, blood pressure, and weight up to six months in advance. Sources for the study included health and self­care data from a sample of approximately 55,000 users.1 
     
    Simultaneously, One Drop expanded its predictive capabilities for people using continuous blood glucose monitors (CGM) with new overnight hypoglycemia predictions. The patent-pending overnight hypoglycemia risk algorithms, trained on over 500,000 nights of data from app users, are up to 87% accurate.2
     
    "A reactive, symptom-focused approach to health is unsustainable," said One Drop CEO and founder, Jeff Dachis. "We cannot expect people living with chronic conditions to spend more and more on healthcare, year after year, but get less and less in return. We must enable everyone to become active participants in their health, not just recipients of services and advice. One Drop is leading the paradigm shift in health management from reactive to prospective, with our new short- and long-term predictions for diabetes-related biomarkers laying the foundation for affordable and highly personalized self-care products."
     
    One Drop expects to release new predictions to subscribers within the year.
     
    References:
    1 Wexler Y,  Goldner D, Merchant G. Hirsch A, Huddleston B, Dachis. One- to Six-Month Outcomes Forecasts for Diabetes and Related Conditions. Poster presented at: The 80th Annual American Diabetes Association Scientific Sessions; June 12, 2020; Virtual.
    2 Wexler Y,  Goldner D, Merchant G. Hirsch A, Huddleston B, Dachis. One- to Six-Month Outcomes Forecasts for Diabetes and Related Conditions. Overnight Hypoglycemia Prediction for CGM Users. Poster presented at: The 80th Annual American Diabetes Association Scientific Sessions; June 12, 2020; Virtual.
    Related Searches
    • Chronic Disease
    Related Knowledge Center
    • Chronic Disease
    Suggested For You
    Advanced Powder Products (APP) Advanced Powder Products (APP)
    Paragonix Launches Global Registry for Studying Donor Lung Preservation Paragonix Launches Global Registry for Studying Donor Lung Preservation
    RapidAI Launches Rapid Workflow for Pulmonary Embolism RapidAI Launches Rapid Workflow for Pulmonary Embolism
    Luis J. Malavé Joins Integrity Applications Board Luis J. Malavé Joins Integrity Applications Board
    FDA Issues EUA for BD Veritor At-Home Covid-19 Test FDA Issues EUA for BD Veritor At-Home Covid-19 Test
    Why Patient Data Security is of Essential Importance in 2021 Why Patient Data Security is of Essential Importance in 2021
    HD Medical Appoints Shaun Setty as Chief Medical Officer HD Medical Appoints Shaun Setty as Chief Medical Officer
    LifeSignals Inc. Receives FDA Approval for Remote Monitoring Platform LifeSignals Inc. Receives FDA Approval for Remote Monitoring Platform
    How Medical Device Connectivity Is Improving Accessibility in Healthcare How Medical Device Connectivity Is Improving Accessibility in Healthcare
    FDA OKs Abbott FDA OKs Abbott's FreeStyle Libre 2 iOS App
    Abbott Rolls Out Jot Dx Insertable Cardiac Monitor Abbott Rolls Out Jot Dx Insertable Cardiac Monitor
    FDA OKs LifeSignals FDA OKs LifeSignals' LX1550 Multiparameter Remote Monitoring Platform
    Global Enteral Feeding Devices Market to Reach $4.85 Billion by 2027 Global Enteral Feeding Devices Market to Reach $4.85 Billion by 2027
    DataRobot Launches AI for Health Incubator DataRobot Launches AI for Health Incubator
    Tilak Healthcare Launches U.S. Pilot for Medical Vision Monitoring App Tilak Healthcare Launches U.S. Pilot for Medical Vision Monitoring App

    Related Buyers Guide Companies

    • Advanced Powder Products (APP)

      Advanced Powder Products (APP)

      ...
      Nicholas Eidem, Advanced Powder Products 11.30.22

    • Paragonix Launches Global Registry for Studying Donor Lung Preservation

      Paragonix Launches Global Registry for Studying Donor Lung Preservation

      Registry will capture data on how organ preservation and transportation impact patient outcomes in lung transplantation.
      Business Wire 09.20.21

    • Digital Health
      RapidAI Launches Rapid Workflow for Pulmonary Embolism

      RapidAI Launches Rapid Workflow for Pulmonary Embolism

      Rapid Workflow for PE helps hospital teams align, activate and communicate about patient status to administer care faster.
      RapidAI 09.13.21


    • Luis J. Malavé Joins Integrity Applications Board

      Luis J. Malavé Joins Integrity Applications Board

      New member has more than 30 years of leadership experience in the medtech industry, primarily in diabetes management.
      Globe Newswire 09.08.21

    • Diagnostics
      FDA Issues EUA for BD Veritor At-Home Covid-19 Test

      FDA Issues EUA for BD Veritor At-Home Covid-19 Test

      The test does not require a prescription, a laboratory or a long wait for results.
      BD 08.26.21

    Loading, Please Wait..

    Trending
    • Study: Smartphone Therapeutic Helps Improve Fibromyalgia In Patients
    • The Future Of Biomedical Engineering Advancements
    • Environmental Sustainability Becoming Increasingly Important To Medtech Industry
    • Medtronic's Recall Of Mahurkar Catheters Is Class I
    • A New Approach To Post-Market Surveillance
    Breaking News
    • Aspivix's Carevix Cervical Stabilizer Gains FDA OK
    • Apyx Medical Submits 510(k) App for Renuvion APR Handpiece
    • LivaNova Releases SenTiva DUO VNS for Drug-Resistant Epilepsy
    • CGM Devices Could Become Main Glucose Monitoring Solution in U.S.
    • New Device Developed to Non-Invasively Measure Cervical Nerve Activity
    View Breaking News >
    CURRENT ISSUE

    November 2022

    • MPO's 2022 Year in Review
    • Fine Print: A Discourse on Additive Manufacturing
    • Grab and Go: Examining the Thrombectomy Device Market
    • View More >

    Cookies help us to provide you with an excellent service. By using our website, you declare yourself in agreement with our use of cookies.
    You can obtain detailed information about the use of cookies on our website by clicking on "More information”.

    • About Us
    • Privacy Policy
    • Terms And Conditions
    • Contact Us

    follow us

    Subscribe
    Nutraceuticals World

    Latest Breaking News From Nutraceuticals World

    GOED Elects New Board Officers for 2023
    Aspire Hires Darrec Jones as VP of Business Development
    Pycnogenol Supplementation Linked to Better Hair Density in Menopausal Women
    Coatings World

    Latest Breaking News From Coatings World

    PPG Completes COLORFUL COMMUNITIES Project in Denmark
    10 Partners of the Automotive Industry Form JV, Cofinity-X
    BASF Recognized as Top Company for Supplier Diversity
    Medical Product Outsourcing

    Latest Breaking News From Medical Product Outsourcing

    Aspivix's Carevix Cervical Stabilizer Gains FDA OK
    Apyx Medical Submits 510(k) App for Renuvion APR Handpiece
    LivaNova Releases SenTiva DUO VNS for Drug-Resistant Epilepsy
    Contract Pharma

    Latest Breaking News From Contract Pharma

    Bionova Expansion Project to Quadruple GMP Biologics Manufacturing Capacity
    Steriline Provides Fill-Finish Solution for Berkshire Sterile Manufacturing
    Merck Revenues up 22% for the Year to $59.3B
    Beauty Packaging

    Latest Breaking News From Beauty Packaging

    Mielle Unveils Haircare Bundles Inspired by Amazon Original Series Harlem
    Kering Appoints Former L’Oréal and Estée Lauder Exec as CEO of Kering Beauté
    Paco Rabanne, Fashion & Perfume Designer, Dies
    Happi

    Latest Breaking News From Happi

    Sally Beauty Holdings Reports Net Sales of $957 Million in Q1 Results
    Murad and Active Minds To Combat Health Epidemic of Stress
    Elf Cosmetics Launches New O Face Satin Lipstick
    Ink World

    Latest Breaking News From Ink World

    Roland DGA Announces Key Changes to Leadership Team
    Ball Reports 2022 Results
    3D Printing Materials Market Worth $7.9 Billion by 2027: MarketsandMarkets
    Label & Narrow Web

    Latest Breaking News From Label & Narrow Web

    Polytag develops new UV tag reading technology
    Enterprise Print Group adds Screen Truepress Jet L350UV SAI E
    Rotocon announces wine label design competition
    Nonwovens Industry

    Latest Breaking News From Nonwovens Industry

    Suominen Reports Q4, Full Year Results
    Qvin Menstrual Blood Diagnostic Device Receives FDA Approval in Thailand
    Andritz, KCF Technologies Form Agreement
    Orthopedic Design & Technology

    Latest Breaking News From Orthopedic Design & Technology

    Toetal Solutions Secures $1.8 Million in New Financing
    Adrian Tyndall Joins Axogen's Board of Directors
    ADSM-Synchro Medical Acquired by Tyber Medical
    Printed Electronics Now

    Latest Breaking News From Printed Electronics Now

    Zebra Provides East West Shrine Bowl with RFID Tracking Technology
    AAAS Elects Three ORNL Scientists as Fellows
    Flex Recognized as One of Fortune World’s Most Admired Companies 2023

    Copyright © 2023 Rodman Media. All rights reserved. Use of this constitutes acceptance of our privacy policy The material on this site may not be reproduced, distributed, transmitted, or otherwise used, except with the prior written permission of Rodman Media.

    AD BLOCKER DETECTED

    Our website is made possible by displaying online advertisements to our visitors.
    Please consider supporting us by disabling your ad blocker.


    FREE SUBSCRIPTION Already a subscriber? Login