NLP

How Healthcare NLP has Evolved from 2020 to 2021

David Talby, CTO, John Snow Labs Few industries have embraced natural language processing (NLP) as openly as healthcare. With the ability to identify new variants of COVID-19 and help speed up clinical trials for the vaccine, the pandemic is just one example of what NLP is capable of achieving. And while new research points to …

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4 Notable Life Sciences Trends from the Tech Trends Report

The Future Today Institute has released its 2021 Tech Trends Report (14th Annual Edition), a comprehensive report on strategic trends that it anticipates will affect business, government, education, media and society in the coming year. We noted four trends discussed in the report’s Health, Medicine & Science section that will be of particular interest to …

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3 Barriers Stalling AI Adoption in Revenue Cycle Management

Kenya Smith, Healthcare Solution Marketing Manager at ABBYY 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 …

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How NLP Can Uncover Social Determinants of Heart Disease

David Talby, CTO, John Snow Labs 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 …

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Accelerating Investigator Recruitment with NLP

NLP and social graphs are effective instruments to speed up investigator recruitment and ensure timely pharmaceutical product releases. Read how NLP can leverage the power of unstructured data and help find doctors-influencers that can substantially provide assistance to a clinical trial. Igor Kruglyak is a Senior Advisor at the global IT service provider Avenga 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 …

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Intelligent Automation of the Revenue Cycle: How an Integrated Platform Approach Yields Financial Results

Sean Barrett, Senior Vice President, Product and Digital Transformation, R1 RCM 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 …

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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 …

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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 …

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NLP is Raising the Bar on Accurate Detection of Adverse Drug Events

 David Talby, CTO, John Snow Labs 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 …

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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 …

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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 …

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Extracting Relevant Chemical Information from Patents with Machine Learning

New chemical compounds and reactions are often introduced to the world – and with little fanfare – through patents. It may be years after the patent has been filed before these compounds are published in scholarly journals, and even then it is only a small share of them that are published at all. As a …

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BCG-COVID 19 Hackathon: Task 1 winners announced, Task 2 – data scientists – we need you!

We’ve seen the scientific community come together time and again throughout the COVID-19 pandemic, and we’re thrilled to have been part of a hackathon bringing together data scientists, epidemiologists and partner organizations focusing on analysing the hypothesis of whether the tuberculosis (TB) vaccine – BCG – could reduce COVID-19 mortality. After the news hype mounted …

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Analysis: July Health IT M&A Activity; Public Company Performance

– Healthcare Growth Partners’ (HGP) summary of Health IT/digital health mergers & acquisition (M&A) activity, and public company performance during the month of July 2020. While a pandemic ravages the country, technology valuations are soaring.  The Nasdaq hit an all-time high during the month of July, sailing through the 10,000 mark to post YTD gains …

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Ciox Health Acquires Biomedical NLP Company Medal

What You Should Know: – Ciox Health has acquired Medal, Inc., a biomedical Natural Language Processing (biomed-NLP) technology company. – The acquisition will lead Ciox to better and more quickly enable real-world data in support of research that advances patient care. Ciox Health, a leading health technology company, today announced its acquisition of San Francisco-based biomedical Natural Language …

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