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How to Interpret Medical Research

Digital Health Frontier - (Sunday June 1, 2025) - Daily Reads/ Digital Health Frontier

Understanding medical research is crucial for healthcare IT professionals navigating digital health advancements. This primer emphasizes critical thinking, contrasting rigorous research methodologies with the superficiality of social media content. Key concepts like sensitivity, specificity, and positive predictive value are vital for interpreting AI algorithms in diagnostics. The article also highlights different study types—observational vs. interventional—and the importance of hypothesis testing. While research papers may be complex, they offer more reliable insights than popular online narratives. Equip yourself with these cognitive skills to enhance your understanding of medical literature. #HealthcareIT #DigitalHealth #MedicalResearch #DataScience #AIinHealthcare #ClinicalTrials #Biostatistics

 

A general framework for governing marketed AI/ML medical devices

npj Digital Medicine - (Sunday June 1, 2025) - AI/ Frequent Updates/ npj Digital Medicine

In a groundbreaking analysis, researchers assess the FDA's postmarket surveillance of AI/ML medical devices, revealing significant shortcomings in the current reporting system. The study highlights the inadequacies of the Manufacturer and User Facility Device Experience (MAUDE) database, particularly regarding adverse event reporting for AI/ML devices approved between 2010 and 2023. Key findings include high concentrations of adverse events linked to a small number of devices, substantial missing data, and misclassification of events. The authors propose enhancements to improve monitoring and regulatory frameworks, emphasizing the need for a more robust approach to ensure patient safety. #HealthcareIT #AI #MachineLearning #MedicalDevices #FDA #PatientSafety #DigitalHealth

 

Helping People Live Healthier: An Interview with RELIVE Health’s Gina Iacovone

eHealth Radio Network - (Saturday May 31, 2025) - eHealth Radio Network/ Podcasts

In an insightful interview, Gina Iacovone, CEO of RELIVE Health, discusses how her clinics are transforming patient care across the U.S. by focusing on personalized health and medical aesthetics. Key offerings like medical weight loss, lymphatic drainage, and IV vitamin therapy are helping patients extend their health spans. Iacovone also shares her journey as a female entrepreneur, offering advice to women aspiring to leadership roles. As RELIVE looks to the future, their commitment to operational excellence and member experience remains paramount.#HealthcareIT #HealthInnovation #WomenInLeadership #PersonalizedMedicine #HealthAndWellness #MedicalAesthetics #Entrepreneurship

 

From trial data to personalized medicine: a validated framework with an application to Crohn’s disease

npj Digital Medicine - (Saturday May 31, 2025) - Frequent Updates/ npj Digital Medicine

Unlocking the potential of personalized medicine, this study presents a validated framework that utilizes historical trial data to optimize treatment for Crohn's disease. By analyzing data from 15 randomized trials (N=5703), the authors identified seven distinct patient subgroups, revealing significant heterogeneity in treatment responses. Notably, a subgroup of women over 50 showed superior efficacy with anti-IL-12/23 therapies, highlighting the importance of diverse recruitment in trials. This research not only advances personalized medicine but also emphasizes the value of clinical trial data in tailoring patient care.#PersonalizedMedicine #HealthcareIT #ClinicalTrials #DataScience #CrohnsDisease #PrecisionMedicine #HealthTech

 

Psychological, economic, and ethical factors in human feedback for a chatbot-based smoking cessation intervention

npj Digital Medicine - (Saturday May 31, 2025) - Frequent Updates/ npj Digital Medicine

Integrating human feedback into chatbot-based smoking cessation interventions presents psychological, economic, and ethical challenges. A study with 679 participants revealed that human feedback enhances engagement and retention, but its effectiveness varies based on individual states. Notably, a reinforcement learning model indicated that feedback is not always beneficial, highlighting the need for ethical considerations in resource allocation. The findings underscore the importance of tailoring support to individual needs while balancing cost-effectiveness and ethical principles. This research paves the way for improved eHealth applications in smoking cessation and beyond. #HealthcareIT #DigitalHealth #eHealth #SmokingCessation #AIinHealthcare #BehaviorChange #EthicsInHealth

 

Global EHR Satisfaction 2025

KLAS Research - (Saturday May 31, 2025) - Daily Reads/ KLAS Research

In the evolving landscape of healthcare IT, the "Global EHR Satisfaction 2025" report highlights critical insights from over 38 organizations. Key findings reveal that the Middle East excels in clinician EHR satisfaction due to robust infrastructure, ongoing training, and effective governance. In contrast, regions like North America face challenges with outdated systems and insufficient training, leading to clinician burnout. The report emphasizes the importance of EHR optimization and offers best practices, including enhancing infrastructure, prioritizing education, and fostering clinician engagement in governance. These strategies are essential for improving clinician experiences and patient care outcomes.#EHR #HealthIT #HealthcareInnovation #ClinicianSatisfaction #BurnoutPrevention #DigitalHealth #KLASResearch

 

Harnessing Hormonal Balance for a Healthier Life and Wellbeing

eHealth Radio Network - (Saturday May 31, 2025) - eHealth Radio Network/ Podcasts

Unlocking hormonal balance is crucial for enhancing health and wellbeing. Donna White, founder of the BHRT Training Academy and author of "The Hormone Makeover," shares insights from her extensive experience in hormone health. She emphasizes the importance of addressing common health conditions linked to hormonal imbalances and outlines a four-step plan to tackle PMS and menopause. With a mission to train 100,000 healthcare providers in bio-identical hormone replacement therapy (BHRT), Donna aims to empower practitioners and improve outcomes for millions of women.#HormoneHealth #BHRT #WomensHealth #HealthcareInnovation #PatientCare #Wellbeing #HormonalBalance

 

The Effectiveness of the Be Prepared mHealth App on Recovery of Physical Functioning After Major Elective Surgery: Multicenter Randomized Controlled Trial

JMIR mHealth and uHealth - (Saturday May 31, 2025) - Frequent Updates/ JMIR mHealth and uHealth

The Be Prepared mHealth app was evaluated in a multicenter RCT to assess its impact on postoperative recovery in major elective surgery patients. While the app showed a slight improvement in physical functioning over 12 weeks, it was not clinically significant. Notably, patient satisfaction with perioperative care was higher among app users, indicating potential for digital solutions in prehabilitation pathways. This study highlights the need for integrating technology with professional guidance to enhance patient outcomes.#HealthcareIT #mHealth #DigitalHealth #PatientEngagement #SurgeryRecovery #Prehabilitation #HealthTech

 

Q&A: Building nurses’ trust in AI through education

MobiHealthNews - (Friday May 30, 2025) - Frequent Updates/ MobiHealthNews

In a recent discussion, Jing Wang, dean of Florida State University’s College of Nursing, emphasized the crucial role of nurses in AI implementation within healthcare. Despite being the largest professional group, nurses face significant mistrust and a lack of education regarding AI technologies. Wang advocates for empowering nurses through education on AI governance and its applications, highlighting the need for a paradigm shift in perceptions. By fostering a deeper understanding of AI, nurses can leverage its potential while maintaining their essential human touch in patient care. #HealthcareIT #Nursing #ArtificialIntelligence #AIinHealthcare #NurseEducation #DigitalHealth #HealthTech

 

Healthcare Providers Face Over $770B Revenue Loss Under House Bill, Potentially Exceeding $1 Trillion with ACA Credit Expiration, Report Warns

HIT Consultant - (Friday May 30, 2025) - Frequent Updates/ HIT Consultant

The Urban Institute's recent analysis reveals a staggering potential revenue loss of over $770 billion for U.S. healthcare providers due to a House-passed budget reconciliation bill. This could exceed $1 trillion if ACA tax credits expire, impacting 16 million individuals. Hospitals face the largest hit, with a projected $306 billion decline in revenue and a $102 billion increase in uncompensated care costs. Experts warn that these cuts could devastate patient care, especially in rural areas, leading to hospital closures and reduced access to services. The financial stability of healthcare providers is at serious risk. #HealthcareIT #HealthPolicy #Medicaid #ACASubsidies #UncompensatedCare #RevenueLoss #PatientCare

 

I am an experienced healthcare executive with over 15 years of deep clinical and informatics expertise in the design, development, implementation and support of complex healthcare solutions. Beginning my career as a cardiologist, I understand the needs of clinicians and the nature of their work.