As we close out the year, we asked several healthcare executives to share their predictions and trends for 2021.
Kimberly Powell, Vice President & General Manager, NVIDIA Healthcare
Federated Learning: The clinical community will increase their use of federated learning approaches to build robust AI models across various institutions, geographies, patient demographics, and medical scanners. The sensitivity and selectivity of these models are outperforming AI models
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Artificial Intelligence in Healthcare | News, Analysis, Insights - HIT Consultant
Patient-First Model: High Tech Meets High Touch for Individuals with Rare Disorders
Industry experts state that orphan drugs will be a major trend to watch in the years ahead, accounting for almost 40% of the Food and Drug Administration approvals this year. This market has become more competitive in the past few years, increasing the potential for reduced costs and broader patient accessibility. Currently, these products are often expensive because they target specific conditions and cost on average $147,000 or more per year, making commercialization
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42 Recently Launched COVID-19 Vaccine Management Solutions to Know
An in-depth look at twelve recently released COVID-19 vaccine management solutions as COVID-19 vaccines are being distributed nationwide.
1. Microsoft
Microsoft
launches a COVID-19 vaccine management platform with partners Accenture and
Avanade, EY, and Mazik Global to help government and healthcare customers
provide fair and equitable vaccine distribution, administration, and monitoring
of vaccine delivery.
Microsoft Consulting Services (MCS) has deployed over 230 emergency COVID-19
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Highmark Inks 6-Year Partnership with Google Cloud to Power Living Health Model
What You Should Know:
- Highmark Health signs six-year strategic partnership agreement
with Google Cloud to transform the health experience for patients and
caregivers through the development of Highmark Health's new Living Health
Model
- The Living Health model is designed to eliminate
the fragmentation in health care by re-engineering the healthcare delivery
model with a more coordinated, personalized, technology-enabled experience.
Highmark Health and Google Cloud today announced
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AI Algorithms Can Predict Outcomes of COVID-19 Patients with Mild Symptoms in ER
What You Should Know:
- Artificial intelligence algorithms can predict outcomes
of COVID-19 patients with mild symptoms in emergency rooms, according to recent
research findings published in Radiology: Artificial Intelligence journal.
- Researchers trained the algorithm from data on 338
positive COVID-19 patients between the ages of 21 and 50 by using diverse
patient data from emergency departments within Mount Sinai Health System
hospitals (The Mount Sinai Hospital in Manhattan, Mount
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Microsoft Deploys COVID-19 Vaccine Management Platform
What You Should Know:
- Microsoft launches a COVID-19 vaccine management platform with partners Accenture and Avanade, EY, and Mazik Global to help government and healthcare customers provide fair and equitable vaccine distribution, administration, and monitoring of vaccine delivery.
- Microsoft Consulting Services (MCS) has deployed
over 230 emergency COVID-19 response missions globally since the pandemic began
in March, including recent engagements to ensure the equitable, secure
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LeanTaaS Secures $130M for ML Platform to Help Hospitals Achieve Operational Excellence
What You Should Know:
- LeanTaaS
raises $130 million in Series D Funding to strengthen its machine learning platform
to continue helping hospitals achieve operational excellence during a time
where they are facing mounting financial pressures due to COVID-19.
- LeanTaaS provides software solutions that combine lean
principles, predictive analytics, and machine learning to transform hospital
and infusion center operations to improve operational efficiencies, increase
access, and
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Pair Team Emerges Out of Stealth with $2.7M to Automate Primary Care Operations
What You Should Know:
- San Francisco-based digital health startup Pair Team
emerges out of stealth with $2.7M in seed funding backed by Kleiner Perkins,
Craft Ventures, & YC.
- Pair Team provides both a remote team and AI that automates workflows, provides infrastructure & improves medical practices — efficiencies and billing as you’d expect, but all driving toward value-based, quality patient care.
- Pair’s wrap-around technology tripled the rate of annual wellness visits
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COVID-19: How Hospitals Can Create Better Inpatient Bed Capacity through Math
Since the beginning of the COVID-19 pandemic, key elements of hospital operations such as managing inpatient bed capacity, and access to ventilators and PPE have taken center stage. The general public got a crash course on what hospitals need in order to function successfully when disaster hits, and daily news and discussions were centered around ICU bed capacity as cases accelerated across the country.
The nightmarish predictions and reality led to the development of creative measures to
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Medical AI Startup SegMed Nabs $2M to Aggregate Medical Data for Research
What You Should Know:
- Segmed emerges out of stealth and has
secured $2M in seed funding to empower medical AI efforts through easy access
to high-quality, structured and anonymized training data sets.
- The healthcare industry is amassing data at an unprecedented rate but unless this data is standardized, labeled, and curated for use by patients and clinicians, it is not beneficial.
- Segmed simplifies the process by
enabling AI developers to achieve faster development times,
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