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Digital Health invites nominations for ‘Impact List’

Digital Health - (Monday November 17, 2025) - Digital Health/ Frequent Updates

Digital Health is inviting nominations for an initiative to celebrate the individuals making a difference in digital innovation across health and care. The Digital Health Impact List 2026 will shine a light on outstanding individuals...

🌟 Exciting news for healthcare innovators! Digital Health is launching the Impact List 2026 to recognize individuals making significant contributions to digital health across the NHS, private healthcare, and social care. This initiative celebrates creativity and collaboration at all levels, focusing on measurable impacts rather than titles. Nominations are open until December 31, 2025, and selected individuals will gain professional recognition and networking opportunities. Join us in honoring those shaping the future of health and care delivery!#DigitalHealth #HealthTech #Innovation #HealthcareIT #PatientCare #Leadership #Networking

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-Ccsk4DJTeLLVcEKeDZsGwfRCnvOWg", "object": "chat.completion", "created": 1763382928, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "🌟 Exciting news for healthcare innovators! Digital Health is launching the Impact List 2026 to recognize individuals making significant contributions to digital health across the NHS, private healthcare, and social care. This initiative celebrates creativity and collaboration at all levels, focusing on measurable impacts rather than titles. Nominations are open until December 31, 2025, and selected individuals will gain professional recognition and networking opportunities. Join us in honoring those shaping the future of health and care delivery! nn#DigitalHealth #HealthTech #Innovation #HealthcareIT #PatientCare #Leadership #Networking", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 742, "completion_tokens": 114, "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 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" }

Prompt Tokens - 742
Completion Tokens - 114
Total Tokens - 856

 

ACOs Must Lead on Specialty Care to Control Costs

HIT Consultant - (Monday November 17, 2025) - Frequent Updates/ HIT Consultant

Theresa Hush, CEO and Co-founder of Roji Health IntelligenceBoth the greatest strength and weakness of the ACO shared savings (MSSP) model is its focus on primary care, particularly chronic disease. ACOs have put patients...

ACOs must expand their focus beyond primary care to effectively manage specialty care costs, which account for 40-60% of healthcare expenditures. With the upcoming TEAM model, ACOs have a unique opportunity to enhance care coordination and reduce complications through improved communication and data sharing. By serving as primary care referral sources, building communication platforms, and collaborating with specialty practices, ACOs can drive better patient outcomes and cost savings. Embracing these strategies is essential for ACOs to thrive in a value-based care environment.#HealthcareIT #ValueBasedCare #ACOs #SpecialtyCare #CostControl #HealthTech #PatientOutcomes

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-Ccro5zipaJnOk81Nbik8YYOd5jhkT", "object": "chat.completion", "created": 1763379333, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "ACOs must expand their focus beyond primary care to effectively manage specialty care costs, which account for 40-60% of healthcare expenditures. With the upcoming TEAM model, ACOs have a unique opportunity to enhance care coordination and reduce complications through improved communication and data sharing. By serving as primary care referral sources, building communication platforms, and collaborating with specialty practices, ACOs can drive better patient outcomes and cost savings. Embracing these strategies is essential for ACOs to thrive in a value-based care environment. nn#HealthcareIT #ValueBasedCare #ACOs #SpecialtyCare #CostControl #HealthTech #PatientOutcomes", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1563, "completion_tokens": 130, "total_tokens": 1693, "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 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" }

Prompt Tokens - 1563
Completion Tokens - 130
Total Tokens - 1693

 

AI-driven vision will restore operational balance to radiology

Healthcare IT news - (Monday November 17, 2025) - Frequent Updates/ Healthcare IT News

AI-driven vision will restore operational balance to radiology | Healthcare IT News Skip to main content...

AI is revolutionizing radiology by restoring operational balance and enhancing efficiency. With advanced algorithms, radiologists can streamline workflows, reduce diagnostic errors, and improve patient outcomes. The integration of AI technologies not only alleviates the burden of increasing imaging demands but also empowers professionals to focus on complex cases. As we embrace this transformative era, collaboration between IT and clinical teams becomes essential for maximizing AI's potential in healthcare. Let’s harness this innovation to drive better results in radiology!#HealthcareIT #Radiology #AIinHealthcare #DigitalHealth #HealthTech #Innovation #PatientCare

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-CctbnoBhhEgmRdtZzbQKIoA8LaexA", "object": "chat.completion", "created": 1763386259, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "AI is revolutionizing radiology by restoring operational balance and enhancing efficiency. With advanced algorithms, radiologists can streamline workflows, reduce diagnostic errors, and improve patient outcomes. The integration of AI technologies not only alleviates the burden of increasing imaging demands but also empowers professionals to focus on complex cases. As we embrace this transformative era, collaboration between IT and clinical teams becomes essential for maximizing AI's potential in healthcare. Let’s harness this innovation to drive better results in radiology! nn#HealthcareIT #Radiology #AIinHealthcare #DigitalHealth #HealthTech #Innovation #PatientCare", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 275, "completion_tokens": 117, "total_tokens": 392, "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 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" }

Prompt Tokens - 275
Completion Tokens - 117
Total Tokens - 392

 

Is Your Patient Portal Obsolete? Why a Basic Portal No Longer Meets 2026 Patient Expectations

HIT Consultant - (Monday November 17, 2025) - Frequent Updates/ HIT Consultant

Luiz Cieslak, SVP at CI&TThe goal of a patient portal is to facilitate patient engagement – to give patients a more integral and active role in their own healthcare.But recent research shows that 65...

Is your patient portal meeting the evolving expectations of today's healthcare consumers? Recent research reveals that 65% of patients find managing their healthcare overwhelming, highlighting a critical need for enhanced digital engagement. As we approach 2025, portals must evolve from basic information repositories to integrated, personalized experiences that provide actionable insights and support. Patients desire seamless access to care management, financial guidance, and proactive health tips. To thrive, healthcare organizations must realign their digital strategies, leveraging advanced technologies like AI to create a more empathetic and connected patient experience.#HealthcareIT #PatientEngagement #DigitalHealth #Telehealth #HealthTech #PatientExperience #AIinHealthcare

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-CcpH0tJvswP9cwRRD2NIMtbDsiUx8", "object": "chat.completion", "created": 1763369594, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Is your patient portal meeting the evolving expectations of today's healthcare consumers? Recent research reveals that 65% of patients find managing their healthcare overwhelming, highlighting a critical need for enhanced digital engagement. As we approach 2025, portals must evolve from basic information repositories to integrated, personalized experiences that provide actionable insights and support. Patients desire seamless access to care management, financial guidance, and proactive health tips. To thrive, healthcare organizations must realign their digital strategies, leveraging advanced technologies like AI to create a more empathetic and connected patient experience. nn#HealthcareIT #PatientEngagement #DigitalHealth #Telehealth #HealthTech #PatientExperience #AIinHealthcare", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1250, "completion_tokens": 131, "total_tokens": 1381, "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 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" }

Prompt Tokens - 1250
Completion Tokens - 131
Total Tokens - 1381

 

AI app launched to improve multimorbidity patient care

Digital Health - (Monday November 17, 2025) - AI/ Digital Health/ Frequent Updates

Grace Gimson, chief executive and co-founder of Holly Health (Credit: Holly Health)A project involving an app from digital health coaching service Holly Health has improved digital self-management for people living with or at...

Exciting advancements in digital health are here! Holly Health's new app, developed in partnership with Loughborough University and Modality Partnership, enhances self-management for individuals with multimorbidity. This Innovate UK-funded project integrates behavioral science with machine learning to deliver personalized coaching through a just-in-time adaptive intervention (JITAI) system. By analyzing user data, the app tailors support to improve engagement and health outcomes. As we expand access across NHS settings, we empower thousands to better manage their health. Join the conversation on the future of healthcare innovation!#DigitalHealth #AIinHealthcare #Multimorbidity #HealthTech #MachineLearning #PatientEngagement #NHS

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-Ccq7VBkabLoQckiLZbs15VjCsmdmf", "object": "chat.completion", "created": 1763372849, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting advancements in digital health are here! Holly Health's new app, developed in partnership with Loughborough University and Modality Partnership, enhances self-management for individuals with multimorbidity. This Innovate UK-funded project integrates behavioral science with machine learning to deliver personalized coaching through a just-in-time adaptive intervention (JITAI) system. By analyzing user data, the app tailors support to improve engagement and health outcomes. As we expand access across NHS settings, we empower thousands to better manage their health. Join the conversation on the future of healthcare innovation! nn#DigitalHealth #AIinHealthcare #Multimorbidity #HealthTech #MachineLearning #PatientEngagement #NHS", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 753, "completion_tokens": 138, "total_tokens": 891, "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 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" }

Prompt Tokens - 753
Completion Tokens - 138
Total Tokens - 891

 

How Digital Twin Technology Transforms Hospital Capacity Planning

DistilINFO Hospital IT - (Monday November 17, 2025) - Daily Reads/ DistilINFO Hospital IT

Understanding Healthcare’s Operational ComplexityHealthcare represents one of the world’s most complex operating systems. Despite seemingly steady occupancy rates, hospital operations experience constant volatility. With a national average length of stay hovering around 4.7 days,...

Digital Twin Technology is revolutionizing hospital capacity planning by providing a dynamic simulation of real-world operations. Unlike traditional models that rely on average metrics, Digital Twins capture the complexity of healthcare, including patient behaviors and staffing interdependencies. This technology enables healthcare leaders to make informed decisions quickly, optimizing resources and improving patient care. With applications ranging from surge preparation to surgical schedule optimization, Digital Twins transform operational challenges into actionable insights. By embracing this innovative approach, healthcare organizations can enhance efficiency and responsiveness in an increasingly complex environment.#DigitalTwin #HealthcareIT #CapacityPlanning #PatientCare #OperationalExcellence #HealthTech #DataDrivenDecisionMaking

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-Ccok0FibzMLG7mi0qMpYauO9KjcwS", "object": "chat.completion", "created": 1763367548, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Digital Twin Technology is revolutionizing hospital capacity planning by providing a dynamic simulation of real-world operations. Unlike traditional models that rely on average metrics, Digital Twins capture the complexity of healthcare, including patient behaviors and staffing interdependencies. This technology enables healthcare leaders to make informed decisions quickly, optimizing resources and improving patient care. With applications ranging from surge preparation to surgical schedule optimization, Digital Twins transform operational challenges into actionable insights. By embracing this innovative approach, healthcare organizations can enhance efficiency and responsiveness in an increasingly complex environment. nn#DigitalTwin #HealthcareIT #CapacityPlanning #PatientCare #OperationalExcellence #HealthTech #DataDrivenDecisionMaking", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1505, "completion_tokens": 126, "total_tokens": 1631, "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 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" }

Prompt Tokens - 1505
Completion Tokens - 126
Total Tokens - 1631

 

Breaking Healthcare’s AI Implementation Failure Cycle

DistilINFO Hospital IT - (Monday November 17, 2025) - AI/ Daily Reads/ DistilINFO Hospital IT

The Healthcare AI Investment Paradox Artificial intelligence in healthcare has reached a critical inflection point that demands immediate attention from industry leaders. Organizations across the healthcare sector are investing unprecedented amounts in artificial intelligence technologies,...

The healthcare sector is at a pivotal moment with AI investments soaring, yet over 95% of organizations report no measurable ROI. The disconnect lies in the hype overshadowing practical implementation. Successful AI integration requires understanding existing workflows and embedding technology where users already operate. Real-world successes, like AI-driven prior authorization reviews, demonstrate that seamless integration enhances efficiency without adding complexity. To avoid the 95% failure trap, healthcare leaders must prioritize user needs, establish rigorous governance, and adopt a strategic framework that balances people, processes, and technology. The future of AI in healthcare hinges on meaningful, integrated solutions.#HealthcareAI #DigitalTransformation #HealthTech #AIIntegration #PatientCare #Innovation #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

{ "id": "chatcmpl-Cconlblba3aM7TxIdNkQZvs4FCDk2", "object": "chat.completion", "created": 1763367781, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The healthcare sector is at a pivotal moment with AI investments soaring, yet over 95% of organizations report no measurable ROI. The disconnect lies in the hype overshadowing practical implementation. Successful AI integration requires understanding existing workflows and embedding technology where users already operate. Real-world successes, like AI-driven prior authorization reviews, demonstrate that seamless integration enhances efficiency without adding complexity. To avoid the 95% failure trap, healthcare leaders must prioritize user needs, establish rigorous governance, and adopt a strategic framework that balances people, processes, and technology. The future of AI in healthcare hinges on meaningful, integrated solutions. nn#HealthcareAI #DigitalTransformation #HealthTech #AIIntegration #PatientCare #Innovation #HealthcareLeadership", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1424, "completion_tokens": 140, "total_tokens": 1564, "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 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" }

Prompt Tokens - 1424
Completion Tokens - 140
Total Tokens - 1564

 

Mayo Clinic Platform Scales Global Healthcare Access

DistilINFO Hospital IT - (Monday November 17, 2025) - Daily Reads/ DistilINFO Hospital IT

Extending Expertise Beyond Geographic Boundaries Mayo Clinic’s groundbreaking data platform is revolutionizing how healthcare organizations worldwide deliver high-quality patient care. Launched in 2019, Mayo Clinic Platform represents a strategic shift from traditional healthcare delivery models,...

Mayo Clinic's innovative platform is transforming global healthcare access by extending its clinical expertise beyond geographic boundaries. Launched in 2019, it leverages a massive data infrastructure, having digitized nearly 100 petabytes of clinical data, to develop AI-driven tools that enhance patient care worldwide. By partnering with leading medical centers across continents, Mayo Clinic is building a diverse patient dataset, ensuring that clinical insights reflect global demographics. The Platform_Insights initiative accelerates the implementation of healthcare innovations, democratizing access to world-class care for all, from rural hospitals to developing nations.#HealthcareIT #DigitalHealth #AIinHealthcare #GlobalHealth #DataDriven #HealthEquity #Innovation

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-CcrIfGJk4VWu1IA7qMIzoHpbUdvry", "object": "chat.completion", "created": 1763377385, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Mayo Clinic's innovative platform is transforming global healthcare access by extending its clinical expertise beyond geographic boundaries. Launched in 2019, it leverages a massive data infrastructure, having digitized nearly 100 petabytes of clinical data, to develop AI-driven tools that enhance patient care worldwide. By partnering with leading medical centers across continents, Mayo Clinic is building a diverse patient dataset, ensuring that clinical insights reflect global demographics. The Platform_Insights initiative accelerates the implementation of healthcare innovations, democratizing access to world-class care for all, from rural hospitals to developing nations. nn#HealthcareIT #DigitalHealth #AIinHealthcare #GlobalHealth #DataDriven #HealthEquity #Innovation", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1241, "completion_tokens": 137, "total_tokens": 1378, "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 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" }

Prompt Tokens - 1241
Completion Tokens - 137
Total Tokens - 1378

 

Hospital at Home Programs Achieve Critical Recovery

DistilINFO Hospital IT - (Monday November 17, 2025) - Daily Reads/ DistilINFO Hospital IT

Medicare Reimbursement Reinstated for Hospital-at-Home Programs Health systems across the United States are rapidly relaunching hospital-at-home programs following the restoration of Medicare reimbursement through the federal government’s reopening agreement. The resumption marks a critical recovery...

The restoration of Medicare reimbursement has reignited hospital-at-home programs across the U.S., marking a pivotal recovery for innovative care models disrupted by the recent government shutdown. Major health systems like Cleveland Clinic Florida and Mayo Clinic swiftly resumed services, highlighting the urgent demand for home-based acute care. Despite operational challenges and concerns about future sustainability, these programs demonstrate significant patient benefits, including improved outcomes and reduced hospital strain. As healthcare leaders advocate for legislative stability, the future of hospital-at-home initiatives hangs in the balance. #HealthcareIT #HospitalAtHome #Medicare #PatientCare #Innovation #HealthSystems #Telehealth

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-CcrN5Sfk91nIx8nvKbCgysWmc4SPj", "object": "chat.completion", "created": 1763377659, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The restoration of Medicare reimbursement has reignited hospital-at-home programs across the U.S., marking a pivotal recovery for innovative care models disrupted by the recent government shutdown. Major health systems like Cleveland Clinic Florida and Mayo Clinic swiftly resumed services, highlighting the urgent demand for home-based acute care. Despite operational challenges and concerns about future sustainability, these programs demonstrate significant patient benefits, including improved outcomes and reduced hospital strain. As healthcare leaders advocate for legislative stability, the future of hospital-at-home initiatives hangs in the balance. #HealthcareIT #HospitalAtHome #Medicare #PatientCare #Innovation #HealthSystems #Telehealth", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1470, "completion_tokens": 121, "total_tokens": 1591, "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 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" }

Prompt Tokens - 1470
Completion Tokens - 121
Total Tokens - 1591

 

A large language model-based approach to quantifying the effects of social determinants in liver transplant decisions

npj Digital Medicine - (Monday November 17, 2025) - Frequent Updates/ npj Digital Medicine

Psychosocial risk factors and social determinants of health (SDOH) contribute to persistent disparities in liver transplantation access. We developed a large language model framework to extract and analyze how these factors influence care trajectories....

Leveraging large language models (LLMs) to analyze social determinants of health (SDOH) reveals critical insights into liver transplant disparities. Our study shows that psychosocial factors significantly impact transplant decisions, with social support gaps affecting 35.4% of patients, particularly women. Notably, SDOH factors accounted for 42.6% of racial disparities in listing decisions for Asian patients. By systematically extracting and analyzing unstructured clinical notes, we highlight modifiable barriers and advocate for targeted interventions in caregiver support and mental health. This innovative approach could transform how we understand and address health disparities in transplant care. #HealthEquity #DigitalHealth #AIinHealthcare #HealthDisparities #LiverTransplant #SocialDeterminants #MachineLearning

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-Cd5nEqsEcU0ahfS9WjHKRoxu2TFkG", "object": "chat.completion", "created": 1763433096, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Leveraging large language models (LLMs) to analyze social determinants of health (SDOH) reveals critical insights into liver transplant disparities. Our study shows that psychosocial factors significantly impact transplant decisions, with social support gaps affecting 35.4% of patients, particularly women. Notably, SDOH factors accounted for 42.6% of racial disparities in listing decisions for Asian patients. By systematically extracting and analyzing unstructured clinical notes, we highlight modifiable barriers and advocate for targeted interventions in caregiver support and mental health. This innovative approach could transform how we understand and address health disparities in transplant care. #HealthEquity #DigitalHealth #AIinHealthcare #HealthDisparities #LiverTransplant #SocialDeterminants #MachineLearning", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 28532, "completion_tokens": 151, "total_tokens": 28683, "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 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" }

Prompt Tokens - 28532
Completion Tokens - 151
Total Tokens - 28683

 

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.