AI technology is quickly evolving and already surpassing human decision-making in certain instances; sometimes, in ways, we can’t explain. While many are alarmed by this, AI is producing some of the most effective and dramatic results in business today.
Adoption of AI in healthcare is growing, but there are still barriers to overcome
AI can be defined in many ways but, broadly, it is the ability of a machine to perform cognitive functions we associate with human minds, such as
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NLP
How NLP Can Uncover Social Determinants of Heart Disease
Heart disease is the leading cause of death for people of most racial and ethnic groups in the United States. Cardiovascular disease-related deaths—which occur every 36 seconds—cost our country about $219 billion each year, according to the Centers for Disease Control and Prevention (CDC). People with poor cardiovascular health are also at increased risk of severe illness from COVID-19, so the time to act is now. There’s no time like the present to look at major risk factors—from obesity and
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UPMC Spinout Astrata Launches NLP Platform to Improve Value-Based Care
What You Should Know:
- UPMC spinout company Astrata launches a natural language processing (NLP) technology platform that allows health insurers to more efficiently analyze unstructured clinical data.
UPMC Enterprises, the innovation and commercialization arm of UPMC has incubated and launched Astrata, a digital healthcare quality company. Astrata uses advanced analytics and natural language processing (NLP) to improve value-based care.
Founded by Rebecca Jacobson, M.D., M.S. Astrata
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Intelligent Automation of the Revenue Cycle: How an Integrated Platform Approach Yields Financial Results
Healthcare provider networks are experiencing enormous pressure to manage financial margins and invest in contactless patient experiences. With overall financial losses projected to exceed $323 billion as a result of COVID-19, a projected $200 billion in administrative waste due to revenue cycle inefficiencies, and increasing pressure to meet digital consumerism demands, it is essential for health systems to find ways to streamline processes, maximize their revenue cycles and cut costs. These
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30 Executives Share Top Healthcare Predictions & Trends to Watch in 2021
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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Innovaccer, SyTrue Partner to Generate Actionable Insights from Healthcare Data
What You Should Know:
- Innovaccer partners with SyTrue to uncover powerful insights
and accelerate its efforts to drive healthcare’s digital transformation.
- The integration of SyTrue’s proprietary NLP OS with
Innovaccer’s FHIR-enabled Data Activation Platform will empower healthcare
organizations to identify diagnosis codes and Hierarchical Condition Categories
(HCC) from patient care progress notes and other unstructured texts.
Innovaccer, Inc., a San
Francisco, CA-based
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NLP is Raising the Bar on Accurate Detection of Adverse Drug Events
Each year, Adverse Drug Events (ADE) account for nearly 700,000 emergency department visits and 100,000 hospitalizations in the US alone. Nearly 5 percent of hospitalized patients experience an ADE, making them one of the most common types of inpatient errors. What’s more, many of these instances are hard to discover because they are never reported. In fact, the median under-reporting rate in one meta-analysis of 37 studies was 94 percent. This is especially problematic given the negative
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NeuroFlow Joins Epic App Orchard for Behavioral Health Integration
What You Should Know:
- NeuroFlow,
the leader in technology-enabled behavioral health integration, is now
available to healthcare providers through Epic’s App
Orchard marketplace. NeuroFlow combines provider workflow augmentation
solutions, clinical care dashboards, and a patient-facing application to create
a clinical feedback loop centered around behavioral health.
- Patient generated data including validated assessment
scores, mood and sleep ratings, and journal
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Innovaccer Unveils Risk Adjustment Solution For Improved Coding Accuracy
What You Should Know:
- Innovaccer unveils new risk adjustment solution to help providers better segment their population to refine the risk scoring process and improve coding accuracy and efficiency, thereby improving performance on risk-based contracts.
- The solution utilizes Artificial Intelligence (AI) and
Natural Language Processing (NLP) to make risk predictions.
Innovaccer, Inc., a
leading healthcare
technology company, has launched its Risk Adjustment
Solution. Leveraging
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Parexel Acquires Healthcare NLP Provider Roam Analytics
What You Should Know:
- Parexel acquires healthcare software company Roam
Analytics, Inc. to strengthen and enhance Parexel’s pharmacovigilance (PV)
services.
- The acquisition provides significant opportunities to
apply Roam Analytics’ natural language processing (NLP) technology to further
streamline and extract insights from unstructured data.
- Parexel will also use Roam’s AI technology to leverage
various data, from clinical notes, medical images, patient surveys,
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