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The role of machine learning in effective and efficient care coordination

The role of machine learning in effective and efficient care coordination

We see machine learning applied in a lot of business these days, from optimal search engine results to shopping recommendations. When IBM Watson won “Jeopardy!” against humans, it marked the beginning of a new era in artificial intelligence, where machines don’t just pull answers from a vast set of available resources but can analyze and process the information within a really short period of time. The healthcare industry is no stranger to machine learning. For example, Google’s machine learning algorithm is now detecting breast cancer with an 89% accuracy, when compared to 73% for a pathologist.

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Medicaid: Key to Healthy Communities

As a care coordinator, my daily conversations with clients usually revolve around care management – following up on clinic referrals, medication management, disease management education, etc. However, many of our recent conversations have centered on their anxieties about the future of Medicaid. Some of our clients are so anxious that even the simple act of watching news coverage about Medicaid reform can incite a panic attack.

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Another explanation for frequent ER visits: Somatic Complaints

Most PCIC clients have lived through traumatic experiences or are burdened with stressful situations and environments. Add these factors to their multiple complex illnesses. Unfortunately, some mental illnesses are better addressed outside of the Emergency Room. We teach our clients to recognize the importance of mental health and how it can affect physical well-being, and we encourage them to seek help if needed.

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Securing Computer Systems: 3 Ways to Authenticate your Systems

Computer security is the act of protecting computer systems from theft or damage to hardware, software or information, and disruption or misdirection of their services. Many systems are under constant threat of hacking, ranging from individual mobile phones to large establishments. In this post, we will focus on one of the methods used to protect sensitive data – Authentication.

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3 Anti-Anxiety Tips for our Patients that can also help you!

PCIC works with clients who often have multiple unmanaged chronic physical illnesses, as Andy explained in a previous blog post. Oftentimes, these chronic physical illnesses are also linked to mental health conditions such as anxiety, panic attacks, and depression. To easily see the correlation between the two, let’s take a recent example from one of our clients:

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Breaking Barriers: A glimpse of the DevOps culture at PCIC

What is DevOps? It's what started as a buzzword and quickly transformed into a movement. DevOps is the union of development and operation teams at every step of the work cycle. DevOps originated as a means to break down walls that hinder production. Previously, software development teams would work separate from operations teams. This allowed for issues with long deployment cycles and inflexibility. Now with the merge of development and operations, it has evolved into a culture promoting collaboration and autonomy.

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Beyond the Diagnosis

Imagine being so sick that you visit the emergency room at least ten times or are admitted to a hospital at least four times within a single year. This extreme utilization, combined with at least two chronic health conditions, meets the eligibility requirements for PCIC’s intensive case management program. However, many of our clients far exceed these requirements.

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Our Vision

At PCIC we envision a coordinated health safety-net where all stakeholders share data to make better decisions.

Our Mission

To improve healthcare quality and costs for the vulnerable in our community through data integration and care coordination.

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