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Obstacles to Healthcare Training Data Accuracy and How to Overcome Them

Healthcare IT Today

One of the biggest problems with AI solutions in healthcare right now is getting quality data that you can use to train your AI models. When you train an AI model using generic data, it is like a child trying to teach another child. You couldn’t just throw more data at the problem.

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Bringing Contextualized Health Data into the Diagnostic and Treatment Process

Healthcare IT Today

What’s changed is the explosion of data in healthcare and the availability of this data to clinicians as well as a whole host of healthcare professionals. Bringing context and meaning to this vast amount of data including unstructured health data is going to be key for every healthcare organization.

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Health Data and Interoperability Infrastructure Needs

Healthcare IT Today

However, amidst the IT infrastructure responses we received a number of health IT experts talking about the importance of health data and interoperability infrastructure. If the future of healthcare is built on the back of data, then it makes sense why health data infrastructure would be such an important topic.

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Three Lessons To Learn From the UConn Health Data Breach

Electronic Health Reporter

The article Three Lessons To Learn From the UConn Health Data Breach appeared first on electronichealthreporter.com.

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AI: Patients Included

Health Populi

“Encouraging generative AI adoption in healthcare depends on instilling models with empathy and domain-specific knowledge, mitigating bias by connecting the data ecosystem and continuously fine-tuning models, keeping humans in the loop and developing more cost-effective ways to train and run multi-modal foundation models,” the paper recommended.

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The Digital Transformation of Patients – Update from Rock Health and Stanford

Health Populi

First and foremost, it’s for fitness training, losing weight, sleeping better, and managing a chronic condition. Peoples’ willingness to share their health data with physicians is also the top-trusted share-point, followed by sharing personal health information with family which substantially grew in trust between 2018 and 2020.

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Lavita AI Raises $5M Seed Financing to Launch the First Patient-Driven Health Information Marketplace to Accelerate Life Sciences Innovation

Digital Health Global

Lavita’s vision is to revolutionize the way individuals around the world manage, share, and utilize their health data, enabling better access to healthcare services and improving patients’ lives. About Lavita Lavita is the first patient-driven platform for secure sharing of health data.