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FDA finalizes AI-enabled medical device life cycle plan guidance

Healthcare IT news - (Wednesday December 4, 2024) - AI/ Frequent Updates/ Healthcare IT News

The U.S. Food and Drug Administration has announced the availability of its final guidance on AI medical devices. The document – Marketing Submission Recommendations for a Predetermined Change Control Plan for Artificial Intelligence-Enabled Device Software...

The FDA has released final guidance on AI-enabled medical devices, promoting a proactive approach to ensure their safety and effectiveness. Key recommendations include streamlined marketing submissions for modifications to AI-DSFs, allowing developers to implement changes without new submissions if they follow an authorized Predetermined Change Control Plan (PCCP). This guidance aims to facilitate faster deployment of innovative devices while maintaining rigorous scientific standards. The FDA is committed to considering diverse factors in the development and validation of these technologies. A webinar on the guidance is scheduled for January 14, 2025. #HealthcareIT #AIMedicalDevices #FDA #DigitalHealth #Innovation #MedicalDevices #HealthTech

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

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Prompt Tokens - 664
Completion Tokens - 131
Total Tokens - 795

 

Ambient AI doesn’t improve efficiency across the board, study finds

Healthcare IT news - (Wednesday December 4, 2024) - AI/ Frequent Updates/ Healthcare IT News

While future studies could further investigate the utility of Nuance's generative artificial intelligence voice-enabled documentation tool for clinician subgroups and alternative clinical implementations, researchers said that the general availability of Nuance's Dragon Ambient Experience...

A recent study published in the New England Journal of Medicine AI reveals that while Nuance's Dragon Ambient Experience (DAX) shows promise, it does not universally enhance efficiency across healthcare systems. Atrium Health's implementation of DAX, touted as a pioneering move, yielded minimal significant improvements in key metrics after 180 days. Although high DAX users experienced a 7% reduction in documentation hours, overall findings suggest that broader productivity gains may be limited. This highlights the need for targeted deployment and further investigation into AI's role in clinical documentation.#HealthcareIT #AIinHealthcare #EHR #ClinicalDocumentation #DigitalHealth #HealthTech #BurnoutReduction

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

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Prompt Tokens - 967
Completion Tokens - 133
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A deep dive into a new RCM tech adoption model

Healthcare IT news - (Wednesday December 4, 2024) - Frequent Updates/ Healthcare IT News

The Revenue Cycle Management Technology Adoption Model (RCMTAM) is a peer-reviewed, five-stage framework from the Healthcare Financial Management Association and FinThrive that assesses operational performance and the maturity of revenue cycle technology within a...

Unlocking the potential of Revenue Cycle Management (RCM) is crucial for healthcare organizations. The Revenue Cycle Management Technology Adoption Model (RCMTAM) offers a five-stage framework to assess RCM technology maturity, linking tech adoption to financial outcomes. With its vendor-agnostic approach, RCMTAM provides tailored roadmaps for modernization, enabling organizations to streamline operations and enhance financial performance. As healthcare faces increasing financial pressures, leveraging RCMTAM can drive strategic planning and continuous improvement, ultimately optimizing technology investments.#HealthcareIT #RevenueCycleManagement #DigitalTransformation #HealthTech #DataDriven #FinancialPerformance #RCMTAM

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

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Prompt Tokens - 1370
Completion Tokens - 125
Total Tokens - 1495

 

The Evolving Challenge of RCM and Keys to Successful RCM with Compass Health Systems

Healthcare IT Today - (Wednesday December 4, 2024) - Healthcare IT Today/ Videos

Coming out of the pandemic we learned some important lessons.  One of the important ones is that effective RCM (Revenue Cycle Management) is essential to running a successful medical practice.  The challenges and importance...

In the post-pandemic landscape, effective Revenue Cycle Management (RCM) has become crucial for medical practices. Poor RCM can lead to cash flow issues, hindering patient care and innovation. During the eClinicalWorks National Conference, Sandy Washburn, VP of Operations at Compass Health Systems, emphasized the growing challenges of RCM, particularly in claims and denials. Organizations excelling in RCM are thriving, highlighting its importance for sustainability and success in healthcare. As we navigate these complexities, prioritizing RCM is essential for overcoming financial hurdles and enhancing patient services.#HealthcareIT #RevenueCycleManagement #eClinicalWorks #PatientCare #HealthcareInnovation #CashFlow #HealthcareLeadership

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

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Prompt Tokens - 379
Completion Tokens - 138
Total Tokens - 517

 

The Future State of AI and Automation in the Revenue Cycle – HIStalk

HIStalk - (Wednesday December 4, 2024) - AI/ Daily Reads/ HIStalk

The Future State of AI and Automation in the Revenue CycleBy Patrice Wolfe Patrice Wolfe, MBA is CEO of AGS Health. Like many heavily regulated industries, healthcare has seen limited progress towards the...

The future of AI and automation in revenue cycle management (RCM) is bright, with generative AI (GenAI) set to revolutionize financial operations in healthcare. From enhancing patient reminders and insurance verification to advanced coding and prior authorization processes, AI is transforming RCM. As healthcare adopts more sophisticated tools, opportunities for improved patient access, streamlined workflows, and increased revenue integrity emerge. Collaboration between RCM and IT is crucial to overcoming legacy data silos and maximizing these advancements. The potential for GenAI to optimize RCM could lead to significant gains in productivity and accuracy across the healthcare industry.#HealthcareIT #AIinHealthcare #RevenueCycleManagement #Automation #GenAI #HealthTech #DigitalTransformation

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-AalT48Zu1KvPaTnxqjdM47vTU5p9M", "object": "chat.completion", "created": 1733325638, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The future of AI and automation in revenue cycle management (RCM) is bright, with generative AI (GenAI) set to revolutionize financial operations in healthcare. From enhancing patient reminders and insurance verification to advanced coding and prior authorization processes, AI is transforming RCM. As healthcare adopts more sophisticated tools, opportunities for improved patient access, streamlined workflows, and increased revenue integrity emerge. Collaboration between RCM and IT is crucial to overcoming legacy data silos and maximizing these advancements. The potential for GenAI to optimize RCM could lead to significant gains in productivity and accuracy across the healthcare industry. nn#HealthcareIT #AIinHealthcare #RevenueCycleManagement #Automation #GenAI #HealthTech #DigitalTransformation", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1652, "completion_tokens": 142, "total_tokens": 1794, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "system_fingerprint": "fp_3de1288069" }

Prompt Tokens - 1652
Completion Tokens - 142
Total Tokens - 1794

 

What We Can Learn about Mental Healthcare from a Cattle Farm – HIStalk

HIStalk - (Wednesday December 4, 2024) - Daily Reads/ HIStalk

What We Can Learn about Mental Healthcare from a Cattle FarmBy Teira Gunlock Teira Gunlock, MHA is CEO of First Stop Health. What does mental healthcare in the United States have in common...

Mental healthcare in the U.S. faces a crisis, with one-third unable to access necessary services. Despite increased investment from employers, barriers like high costs and provider shortages persist. Virtual care emerges as a potential solution, yet many models struggle with low engagement and satisfaction. Drawing parallels from a cattle farm, effective change requires ongoing, small fixes rather than quick fixes. Sustainable mental healthcare must integrate services, streamline payments, and foster long-term patient-provider relationships. To reshape the system, we need resilience and collaboration, emphasizing whole-person health and seamless access.#MentalHealth #HealthcareIT #Telehealth #VirtualCare #PatientEngagement #WholePersonCare #HealthInnovation

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

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Prompt Tokens - 1006
Completion Tokens - 133
Total Tokens - 1139

 

AI Tops ECRI’s Top 10 Health Technology Hazards for 2025

HIT Consultant - (Wednesday December 4, 2024) - AI/ Digital Health/ Frequent Updates/ HIT Consultant

What You Should Know: – ECRI, a non-profit organization focused on healthcare safety, has released its annual Top 10 Health Technology Hazards report for 2025. – This year, the report highlights the potential risks associated with...

ECRI's 2025 Top 10 Health Technology Hazards report underscores the dual nature of AI in healthcare—offering immense potential while posing significant risks. Key hazards include AI bias, cybersecurity vulnerabilities, and challenges in home care technology. To enhance patient safety, ECRI emphasizes the need for robust AI governance, comprehensive training for caregivers, and stringent vendor management. As Marcus Schabacker, MD, PhD, notes, balancing AI innovation with safety is crucial for modern medicine. Let’s prioritize patient safety alongside technological advancement!#HealthcareIT #PatientSafety #AIinHealthcare #HealthTech #Cybersecurity #Innovation #ECRI

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-Aanxkd4wNOMRYGWcjNlVpQJVftjOX", "object": "chat.completion", "created": 1733335228, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "ECRI's 2025 Top 10 Health Technology Hazards report underscores the dual nature of AI in healthcare—offering immense potential while posing significant risks. Key hazards include AI bias, cybersecurity vulnerabilities, and challenges in home care technology. To enhance patient safety, ECRI emphasizes the need for robust AI governance, comprehensive training for caregivers, and stringent vendor management. As Marcus Schabacker, MD, PhD, notes, balancing AI innovation with safety is crucial for modern medicine. Let’s prioritize patient safety alongside technological advancement! nn#HealthcareIT #PatientSafety #AIinHealthcare #HealthTech #Cybersecurity #Innovation #ECRI", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 728, "completion_tokens": 128, "total_tokens": 856, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "system_fingerprint": "fp_3de1288069" }

Prompt Tokens - 728
Completion Tokens - 128
Total Tokens - 856

 

UnitedHealthcare CEO Brian Thompson Fatally Shot in Manhattan

HIT Consultant - (Wednesday December 4, 2024) - Frequent Updates/ HIT Consultant

Brian Thompson, CEO of UnitedHealthcare via UnitedHealth GroupWhat You Should Know: – Brian Thompson, the CEO of UnitedHealthcare, was tragically shot and killed in Midtown Manhattan on Wednesday morning. The incident occurred outside the New York...

Tragedy struck the healthcare industry as Brian Thompson, CEO of UnitedHealthcare, was fatally shot in Midtown Manhattan. The incident occurred outside the New York Hilton Hotel, where he was set to attend an investor conference. Thompson, 50, had led UnitedHealthcare since April 2021. Witnesses report that he was shot from 20 feet away and succumbed to his injuries shortly after being rushed to Mount Sinai Hospital. UnitedHealth Group's CEO Andrew Witty halted the conference, acknowledging the gravity of the situation. The NYPD is treating this as a targeted shooting. #HealthcareLeadership #UnitedHealthcare #HealthcareNews #SafetyFirst #CrisisManagement #HealthcareIT #ExecutiveLeadership

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

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Completion Tokens - 138
Total Tokens - 515

 

GROWL Raises $4.75M to Launch AI-Powered Interactive Boxing Bag for Home Fitness

HIT Consultant - (Wednesday December 4, 2024) - AI/ Digital Health/ Frequent Updates/ HIT Consultant

What You Should Know:–  Today, connected fitness startup GROWL emerged from stealth to unveil a groundbreaking product: a boxing bag transformed into a personal, at-home boxing & fitness coach. The product goes beyond traditional fitness devices, offering...

GROWL has emerged from stealth mode, unveiling an innovative AI-powered interactive boxing bag that transforms home fitness. Backed by $4.75M in seed funding, this product offers a gamified, immersive experience for all ages. With features like real-time AI feedback and a family-friendly subscription model, GROWL is set to disrupt the $322B global fitness market. As boxing gains popularity, this life-sized coach combines advanced technology with effective workouts, making it a compelling choice for fitness enthusiasts. GROWL is not just a device; it’s a revolution in connected fitness.#HealthTech #FitnessInnovation #AI #ConnectedFitness #HomeWorkout #Boxing #Wellness

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

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Completion Tokens - 139
Total Tokens - 1029

 

Clinician Turnover 2024

KLAS Research - (Wednesday December 4, 2024) - Daily Reads/ KLAS Research

On the heels of COVID-19, the healthcare industry is facing a second epidemic—one of clinician turnover. Grappling with burnout and misaligned priorities between themselves and organization leaders, many clinicians are considering their options: do...

In the face of escalating clinician turnover, healthcare organizations must act decisively. The KLAS Arch Collaborative's report reveals that nearly half of nurses and physicians are now at risk of leaving their roles, with turnover costs averaging $56,300 for nurses and up to $1 million for physicians. Key drivers include burnout and frustrations with EHR systems. However, organizations that prioritize clinician well-being and enhance EHR education are witnessing positive changes. By listening to clinicians and implementing feedback, healthcare leaders can stem the tide of turnover and foster a more supportive environment.#HealthcareIT #ClinicianBurnout #EHR #HealthCareLeadership #RetentionStrategies #HealthTech #KLASResearch

As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

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Prompt Tokens - 56211
Completion Tokens - 136
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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.