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Related Concept Videos

Cardiomyopathy V: Interprofessional Care01:29

Cardiomyopathy V: Interprofessional Care

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Managing cardiomyopathy involves addressing underlying or precipitating causes, treating heart failure with medications, and implementing dietary changes and a balanced exercise and rest regimen.Lifestyle ModificationsCardiomyopathy patients should adopt a low-sodium diet to reduce fluid retention and manage heart failure. A personalized exercise and rest plan helps maintain physical fitness without overstraining the heart. Avoiding alcohol and tobacco is essential to prevent further damage to...
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Issues And Trends In Healthcare Delivery System01:29

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The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
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Peripheral Artery Disease III: Interprofessional Care01:27

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Peripheral Artery Disease (PAD) is characterized by narrowed arteries that diminish blood flow to the extremities. Effective management of PAD requires an interprofessional approach involving various healthcare professionals. The critical aspects of interprofessional care for PAD patients focus on risk factor modification, drug therapy, exercise therapy, nutrition therapy, critical limb ischemia care, and interventional radiology and surgical procedures.The primary treatment goal for PAD...
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Combination Therapies and Personalized Medicine02:50

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Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
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Acute Coronary Syndrome IV: Interprofessional Care01:28

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IntroductionThe management of Acute Coronary Syndrome (ACS) aims to minimize myocardial damage, preserve myocardial function, and prevent complications.Initial ManagementInpatient management involves continuous cardiac monitoring, preferably in an ICU, focusing on blood pressure, serum sodium, potassium, and creatinine levels, and urine output. Ongoing pharmacologic management is crucial for stabilizing the patient.Supplemental Oxygen: Administer supplemental oxygen if oxygen saturation is...
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Cardiomyopathy II: Dilated Cardiomyopathy01:30

Cardiomyopathy II: Dilated Cardiomyopathy

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Dilated cardiomyopathy, or DCM, is a progressive myocardial disorder characterized by ventricular chamber dilation and contractile dysfunction.EtiologyVarious factors can cause DCM, including hypertension and heavy alcohol intake, which contribute to the weakening and enlargement of the heart muscle. Viral infections, such as Coxsackievirus B, adenoviruses, and influenza, can lead to DCM by causing inflammation and damage to heart tissue. Certain chemotherapeutic agents, including daunorubicin,...
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Related Experiment Video

Updated: Jun 12, 2025

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
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Personalized cardiometabolic care powered by artificial intelligence.

Mansur Shomali1, Abhimanyu Kumbara1, Janice MacLeod2

  • 1Welldoc, Inc., Columbia, MD, United States.

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Summary

Artificial intelligence (AI) offers significant opportunities to enhance healthcare delivery and clinical practice. This AI-powered platform supports chronic condition management, shifting care from reactive to proactive and personalized interventions.

Keywords:
artificial intelligencecardiometabolic healthchronic caredatadiabetesdigital healthhuman-in-the-looptechnologies

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Area of Science:

  • Digital Health
  • Artificial Intelligence
  • Healthcare Technology

Background:

  • Healthcare is undergoing rapid transformation driven by artificial intelligence (AI) advancements.
  • AI promises to revolutionize clinical practice and healthcare delivery within the next decade.
  • Current healthcare models often rely on generalized approaches, necessitating a shift towards personalized interventions.

Purpose of the Study:

  • To illustrate the potential value of AI in healthcare through an example of an AI-powered digital health platform.
  • To demonstrate how AI can transform the care continuum for chronic cardiometabolic conditions.
  • To shift healthcare from reactive to proactive, person-centered care at scale.

Main Methods:

  • An AI-powered digital health platform designed to support individuals with chronic cardiometabolic conditions and their care teams.
  • Utilizing data and insights for early detection, diagnosis, and personalized treatment optimization.
  • Tracking patient progress, providing education, and enabling sustained behavior change.

Main Results:

  • The platform facilitates early detection and diagnosis of conditions like diabetes.
  • It optimizes personalized treatment plans and monitors patient progress effectively.
  • AI enables longitudinal behavior change for sustained health management and supports care teams.

Conclusions:

  • AI-powered digital health platforms can transform chronic condition management by enabling proactive, personalized, and scalable care.
  • These technologies support early detection, optimize treatment, and foster long-term health.
  • Responsible adoption of AI in healthcare should complement, not replace, the role of clinicians.