Identifying At-Risk Patients Strategy


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Using AI to Efficiently Diagnose and Reduce Error

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Artificial intelligence (AI) is rapidly entering health care and serving major roles, from automating drudgery and routine tasks in medical practice to managing patients and medical resources. As developers create AI systems to take on these tasks, several risks and challenges emerge, including the risk of injuries to patients from AI system errors, the risk to patient privacy of data acquisition and AI inference, and more.

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    Enlitic develops deep learning medical tools to streamline radiology diagnoses. The company’s deep learning platform analyzes unstructured medical data (radiology images, blood tests, EKGs, genomics, patient medical history) to give doctors better insight into a patient’s real-time needs.

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    Freenome uses AI in screenings, diagnostic tests and blood work to test for cancer. By deploying AI at general screenings, Freenome aims to detect cancer in its earliest stages and subsequently develop new treatments.

    AN INTELLIGENT SYMPTOM CHECKER

    Buoy Health is an AI-based symptom and cure checker that uses algorithms to diagnose and treat illness. Here's how it works: a chatbot listens to a patient’s symptoms and health concerns, then guides that patient to the correct care based on its diagnosis.. Making these decisions with far greater ease saves time and allows medical staff more time to concentrate on medicine.

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    Risk Management in healthcare facility

    The health care environment faces different and numerous of emerging risk, related to health care reform.

    Communication

    It is important for the organization to have exchange of information that are relevant to risk identification and this should communicated within the organization.

    Risk response plans

    The organizations management select the alternative risk response and the effects on risk that have high probability to happen and also the impact on financial against the benefits.

    Monitoring

    This is evaluation and assessment of the quality performance of the organization. This can be done by activities and different evaluation or can be both.

    Control activities

    Building strong actions plans, policies and procedures to be implemented to make sure the response to risk has positive and favourable outcome.

    Event identification

    The objective of risk identification is the early and continuous identification of events that, if they occur, will have negative impacts on the project’s ability to achieve performance or capability outcome goals.

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