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Detecting Opioid Abuse in Clinical Notes Using Healthcare NLP

John Snow Labs

In this blog post, we will explore an approach using the powerful natural language processing capabilities of Healthcare NLP to detect opioid abuse in clinical notes. By detecting and addressing opioid abuse, healthcare providers can intervene early, provide appropriate support, and prevent further harm to the patient.

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Are you ready for Healthcare 2.0: A Guide to Technology Innovations

Trigent

The healthcare landscape is reshaping with the faster adoption of patient engagement technology to provide personalized, preventive & participatory care to patients. Innovative digital health solutions are pushing boundaries in delivering better healthcare with reduced costs, & improving all aspects of the healthcare system.

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10 most in-demand generative AI skills

CIO

Most relevant roles for making use of NLP include data scientist , machine learning engineer, software engineer, data analyst , and software developer. It also has important applications in the healthcare industry, contributing to analyzing medical imaging from MRI and CT scans.

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Main Healthcare APIs: Types, Providers, and Use Cases

Altexsoft

Let’s picture an ideal healthcare environment where fitness trackers, patient apps, hospital systems, pharmacy software, and lab tools effortlessly exchange data. Instead of fax machines, healthcare stakeholders will primarily rely on application programming interfaces or APIs. Key standards of healthcare data exchange.

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Medical Practice Management Software: Key Features, Providers, and Selection Process

Altexsoft

This activity remains behind the scenes but if it goes badly, the entire healthcare facility can’t function efficiently as well. That’s why software supporting non-clinical tasks deserves special attention. What is medical practice management software? Which system does what in the daily medical office workflow?

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Care Management and Coordination Software: How It Increases Revenue and Improves Patient Outcomes

Altexsoft

Those long-lasting conditions are both dangerous and costly, accounting for 75 percent of the nation’s expenditures on healthcare. One possible remedy lies in different care management programs supported by the government. Healthcare professionals authorized to run those programs are. And by the latest technologies.

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Ensuring Zero Error and Patient Data Privacy while Adapting to a Changing Model of Care

Trigent

Digitalization in the healthcare sector leads to improved patient outcomes , thus compelling ISVs and HealthTechs worldwide to prioritize automation for day-to-day operations. Research confirms it eliminates manual errors by 80 – 90 percent and reduces the time spent on rework and review by 70 – 99 percent.