Care Analytics Bulletin
  Complimentary from the publishers of Care Analytics News       August 2021  
       
  Sponsor Message  
Quote
  "It's nearly impossible to achieve meaningful improvements in perioperative performance without accurate data. We recommend not to let the fear of replacing outdated systems keep you from achieving better operations and delivering better healthcare. Start by assessing the processes currently in place and how your organization is using its data...Tackling specific business units or issues to begin operational transformation will give your team time to adjust and learn the new platform, which in turn will help align future transformation strategies and approaches across the enterprise or health system down the line."
- Dan Towarnicke, Vice President of Perioperative Services, University Hospitals Health System
 

 
Factoid
  According to a report by CyberMDX in collaboration with Philips, 48% of hospital executives reported either a forced or proactive shutdown in the last 6 months due to ransomeware attacks or queries. Among those that experienced a shutdown due to external factors, large hospitals reported an average shutdown time of 6.2 hours at a cost of $21,500 per hour, while midsize hospitals averaged almost 10 hours at a cost of $45,700 per hour.

Source: CyberMDX via PR Newswire, "Perspectives in Healthcare Security Report: Cybersecurity Reality in Hospitals Not Aligned with Perception," August 12, 2021.
 
 
Healthsprocket List
10 Practical Tips for Success with AI in Healthcare Settings

1.  Build a collaborative science team
2.  Engage frequently with the end user
3.  Build collaboration agreements early
4.  Ethics: present a balanced view
5.  Invest in data science training for healthcare professionals in your team
6.  Don’t underestimate the challenge of data extraction
7.  Protect patients’ data
8.  Remember that healthcare data varies in quality and reliability
9.  Design AI that can be trusted with patient care
10. Be mindful of medical device regulation.

Notes: From an article entitled, "Artificial intelligence projects in healthcare: 10 practical tips for success in a clinical environment," by Anthony Wilson, Haroon Saeed, Catherine Pringle, Iliada Eleftheriou, Paul A Bromiley and Andy Brass.

Source: BMJ Health & Care Informatics, July 29, 2021

healthsprocket: the home for health care lists check out more lists on healthsprocket . "What's on your list?"

Care Analytics Video from Healthshare TV
Healthshare TV video Real World Applications of AI to Support Health Equity

This webinar was designed to launch a discussion around key principles for the development, deployment, utilization, and maintenance of AI tools to realize their  potential in achieving equitable health for all populations and avoiding harm. Outcomes from this event will seek to identify actions the National Academy of Medicine can take to advance best principles and practices guiding the innovation, deploying, and scaling of AI-enabled health tools to enhance health system outcomes, resiliency, and equity.

Insights
  Preparing Healthcare Data for the Netflix Effect
insideBIGDATA, August 24, 2021
 
     
  How Broad Data Collection Can Eliminate Health Disparities
Health IT Analytics, August 20, 2021
 
     
  How Southwestern Health Resources saves $6M a year with predictive analytics
Becker's Hospital Review, August 19, 2021
 
     
  CDC to launch disease forecasting center
Becker's Hospital Review, August 18, 2021
 
     
  Predictive operations help University Hospitals boost revenue
Healthcare IT News, August 17, 2021
 
     
  The digital revolution has begun but 52% of executives have not progressed
Healthcare Finance, August 11, 2021
 
     
  Intermountain expands reach, broadens offerings of hospital at home program
Healthcare IT News, August 6, 2021
 
     
  What predictive analytics can tell us about key drivers of MSSP results: 2021
Milliman, August 4, 2021
 
     
  How A Revamped Data Analytics Approach Can Mitigate Healthcare Disparities
Forbes, July 27, 2021
 
     
What's News
  Net Health Unveils Solution to Predict Risk of Amputations & Wound Healing
Net Health via Healthcare Dive, August 24, 2021
 
     
  Use of an Analytics & EHR–Based Approach for COVID-19 Vaccine Outreach
JAMA Oncology, August 19, 2021
 
     
  Privacy-preserving data sharing infrastructures for medical research
BMC Medical Informatics and Decision Making, August 12, 2021
 
     
  Evaluation of an intervention targeted with PA to prevent readmissions
BMJ, August 11, 2021
 
     
  Surescripts Survey Highlights Opportunities for Technology to Address
Surescripts Press Release, August 11, 2021
 
     
  Predicting outcomes of psychotherapy for depression with EHR data
Journal of Affective Disorders Reports via ScienceDirect, December 2021
 
     
This Month in Care Analytics News
  • CDC Stands Up New Disease Forecasting Center
  • DataGen & Sage Report Details Providers’ Plans for Accountable Care Innovation
  • Unite Us Acquires Predictive Analytics Company Carrot Health
  • Mayo Clinic, Verily to Build Advanced Clinical Decision Support to Enhance Care
  • Covera Health Raises $25M Series C Financing to Fuel Healthcare Quality Analytics Platform Growth

In the first August edition of Care Analytics News:

  • Where You Live May Affect Your Survival After Heart Attack
  • How Can Big Data Be Used In Public Health Efforts? By Rae Lynn Mitchell
  • A COVID-19 Biomarker: Low Blood Levels Of Sphingosine Predict Symptomatic Infections
  • New Research Infuses Equity Principles Into The Algorithm Development Process by Karl Greenberg
  • COVID-19: HHS’s Collection of Hospital Capacity Data - GAO Report to Congressional Addressees
  • Industry News: Jvion Launches Clinical AI on the Innovaccer Health Cloud; HSR.health Releases New GeoHealth Analytic Dashboard; Milliman HealthIO Launches Next-Generation Digital Health Platform

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