ChatGPT Summaries
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. { "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 |
ACOs Must Lead on Specialty Care to Control CostsHIT 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. { "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 |
AI-driven vision will restore operational balance to radiologyHealthcare 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. { "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 |
Is Your Patient Portal Obsolete? Why a Basic Portal No Longer Meets 2026 Patient ExpectationsHIT 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. { "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 |
AI app launched to improve multimorbidity patient careDigital 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. { "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 |
How Digital Twin Technology Transforms Hospital Capacity PlanningDistilINFO 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. { "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 |
Breaking Healthcare’s AI Implementation Failure CycleDistilINFO 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. { "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 |
Mayo Clinic Platform Scales Global Healthcare AccessDistilINFO 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. { "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 |
Hospital at Home Programs Achieve Critical RecoveryDistilINFO 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. { "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 |
A large language model-based approach to quantifying the effects of social determinants in liver transplant decisionsnpj 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. { "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 |











