ChatGPT Summaries
MedTech World Malta 2025DigitalHealth.London - (Monday September 29, 2025) - Daily Reads/ DigitalHealth.London | |
![]() | Wednesday 12 November – Friday 14 November | Valletta, MaltaMedTech Malta 2025 will bring together the global MedTech community for three days of presentations, discussions, and networking. With 2,000+ attendees, 300+ speakers, 300+ startups,... Join the MedTech revolution at MedTech Malta 2025! This premier event, taking place from November 12-14 in Valletta, will unite over 2,000 industry leaders, including 300+ speakers and 250+ investors from more than 50 countries. Expect insightful presentations, dynamic discussions, and invaluable networking opportunities that spotlight the latest innovations in healthcare technology. Don’t miss your chance to connect with the global MedTech community and explore the future of healthcare!#MedTech2025 #HealthcareInnovation #DigitalHealth #HealthTech #Networking #MedicalTechnology #FutureOfHealthcare 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-CL4ekApurrhRpJkzHtDAZoHoPb2cG", "object": "chat.completion", "created": 1759138822, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Join the MedTech revolution at MedTech Malta 2025! This premier event, taking place from November 12-14 in Valletta, will unite over 2,000 industry leaders, including 300+ speakers and 250+ investors from more than 50 countries. Expect insightful presentations, dynamic discussions, and invaluable networking opportunities that spotlight the latest innovations in healthcare technology. Don’t miss your chance to connect with the global MedTech community and explore the future of healthcare!nn#MedTech2025 #HealthcareInnovation #DigitalHealth #HealthTech #Networking #MedicalTechnology #FutureOfHealthcare", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 216, "completion_tokens": 119, "total_tokens": 335, "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 - 216 |
Queen Victoria Hospital to launch EPR in November 2025Digital Health - (Monday September 29, 2025) - Digital Health/ Frequent Updates | |
![]() | Staff members at Queen Victoria Hospital (QVH) holding '50' balloons to mark 50 days until the go-live of the EPR (Credit: QVH)Queen Victoria Hospital NHS Foundation Trust will launch its first electronic patient... Exciting developments at Queen Victoria Hospital as they prepare to launch their first Electronic Patient Record (EPR) system, ‘Archie,’ in November 2025. This £10 million initiative aims to revolutionize patient care by integrating vital information into a single, accessible platform. Chief Medical Officer Tamara Everington emphasizes that this transition represents a cultural shift, enhancing efficiency and enabling proactive care. Supported by NHS England’s digitisation project, the Archie EPR will unify clinical data across Sussex, Surrey, and Kent, ensuring that patient care remains at the forefront.#HealthcareIT #EPR #DigitalTransformation #NHS #PatientCare #HealthTech #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-CL4q6H6nMzcyFv1XTZbMvkZwkNBZL", "object": "chat.completion", "created": 1759139526, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting developments at Queen Victoria Hospital as they prepare to launch their first Electronic Patient Record (EPR) system, ‘Archie,’ in November 2025. This £10 million initiative aims to revolutionize patient care by integrating vital information into a single, accessible platform. Chief Medical Officer Tamara Everington emphasizes that this transition represents a cultural shift, enhancing efficiency and enabling proactive care. Supported by NHS England’s digitisation project, the Archie EPR will unify clinical data across Sussex, Surrey, and Kent, ensuring that patient care remains at the forefront. nn#HealthcareIT #EPR #DigitalTransformation #NHS #PatientCare #HealthTech #Innovation", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 757, "completion_tokens": 133, "total_tokens": 890, "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 - 757 |
The $78B Problem: Why Fragmented Communication is the Biggest Threat to Patient SafetyHIT Consultant - (Monday September 29, 2025) - Frequent Updates/ HIT Consultant | |
![]() | Saurin Shah, Chief Product Officer at TigerConnectA single misrouted page in an ICU can delay treatment by hours — and cost lives. Across U.S. hospitals, those small lapses add up to billions in... Fragmented communication in healthcare is a $78 billion problem, significantly impacting patient safety and operational efficiency. Misrouted messages and outdated systems lead to costly delays and errors, straining already burdened healthcare teams. The reliance on multiple disconnected tools creates noise, complicating workflows and contributing to clinician burnout. To address these challenges, a shift towards unified communication systems is essential. Integrating secure messaging platforms with EHRs can enhance patient care and reduce safety incidents. As the demand for coordinated care grows, investing in cohesive, interoperable solutions is crucial for the future of healthcare. #HealthcareIT #PatientSafety #Interoperability #UnifiedCommunications #EHR #HealthTech #DigitalHealth 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-CL41oBKXOaNyq8voIkDZPV5H6AWqx", "object": "chat.completion", "created": 1759136408, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Fragmented communication in healthcare is a $78 billion problem, significantly impacting patient safety and operational efficiency. Misrouted messages and outdated systems lead to costly delays and errors, straining already burdened healthcare teams. The reliance on multiple disconnected tools creates noise, complicating workflows and contributing to clinician burnout. To address these challenges, a shift towards unified communication systems is essential. Integrating secure messaging platforms with EHRs can enhance patient care and reduce safety incidents. As the demand for coordinated care grows, investing in cohesive, interoperable solutions is crucial for the future of healthcare. #HealthcareIT #PatientSafety #Interoperability #UnifiedCommunications #EHR #HealthTech #DigitalHealth", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1582, "completion_tokens": 138, "total_tokens": 1720, "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 - 1582 |
A Step-by-Step Guide to Scaling Virtual Care for Your PracticeHIT Consultant - (Monday September 29, 2025) - Digital Health/ Frequent Updates/ HIT Consultant | |
![]() | Hari Prasad, Founder and CEO of Yosi HealthVirtual care is transforming the way healthcare is delivered, enabling practices to reach patients well beyond the confines of the traditional exam room. From routine follow‑ups and... Virtual care is revolutionizing healthcare delivery, but successful integration requires strategic planning and execution. Start by piloting one or two services to monitor key metrics like patient satisfaction and no-show rates. Upskilling staff is crucial; training in telehealth competencies enhances patient experience and clinician satisfaction. Choose technology that integrates seamlessly with existing systems and allows for future scalability. Clear communication with patients and understanding reimbursement policies are essential for success. Embrace innovation and continuous learning to adapt to emerging technologies. Unlock the full potential of virtual care to deliver high-quality, efficient services that meet patients where they are.#VirtualCare #Telehealth #HealthcareIT #PatientEngagement #DigitalHealth #HealthTech #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-CL2qKp9GNrdRBYOgQRdAugbUnqadK", "object": "chat.completion", "created": 1759131852, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Virtual care is revolutionizing healthcare delivery, but successful integration requires strategic planning and execution. Start by piloting one or two services to monitor key metrics like patient satisfaction and no-show rates. Upskilling staff is crucial; training in telehealth competencies enhances patient experience and clinician satisfaction. Choose technology that integrates seamlessly with existing systems and allows for future scalability. Clear communication with patients and understanding reimbursement policies are essential for success. Embrace innovation and continuous learning to adapt to emerging technologies. Unlock the full potential of virtual care to deliver high-quality, efficient services that meet patients where they are. nn#VirtualCare #Telehealth #HealthcareIT #PatientEngagement #DigitalHealth #HealthTech #Innovation", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1227, "completion_tokens": 138, "total_tokens": 1365, "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 - 1227 |
Monday Morning Update 9/29/25HIStalk - (Sunday September 28, 2025) - Daily Reads/ HIStalk | |
![]() | Top NewsKLAS interviews 35 Epic customers at UGM following the company’s AI announcements. Most said that Epic’s move into ambient speech was expected. Customers generally expect Epic’s product to be cheaper and better integrated... In this week's update, Epic's foray into ambient speech technology generates mixed reactions among its users, with many anticipating cost-effective integration but expressing concerns over reduced competition. A looming federal shutdown threatens to disrupt telehealth services, jeopardizing years of progress in virtual care. Meanwhile, a recent poll reveals a lack of confidence in personal financial improvement among healthcare professionals, largely due to government instability. Additionally, a study highlights the negative impact of hospital acquisitions on consumer prices and quality of care. The landscape of healthcare IT continues to evolve, driven by innovation and regulatory challenges. #HealthcareIT #Epic #Telehealth #AIinHealthcare #HealthTech #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-CKoUHWXFFLuSU8Hr4eD25BsgCHPMn", "object": "chat.completion", "created": 1759076669, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In this week's update, Epic's foray into ambient speech technology generates mixed reactions among its users, with many anticipating cost-effective integration but expressing concerns over reduced competition. A looming federal shutdown threatens to disrupt telehealth services, jeopardizing years of progress in virtual care. Meanwhile, a recent poll reveals a lack of confidence in personal financial improvement among healthcare professionals, largely due to government instability. Additionally, a study highlights the negative impact of hospital acquisitions on consumer prices and quality of care. The landscape of healthcare IT continues to evolve, driven by innovation and regulatory challenges. #HealthcareIT #Epic #Telehealth #AIinHealthcare #HealthTech #Innovation #HealthcareLeadership", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1659, "completion_tokens": 132, "total_tokens": 1791, "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 - 1659 |
Healing the Healers: How Technology Helps Physician BurnoutDigital Health Frontier - (Saturday September 27, 2025) - Daily Reads/ Digital Health Frontier | |
![]() | If you’re on the front lines of healthcare today, you don’t need a study to tell you that physician and staff burnout is a daily reality. The long hours, rising expectations, and emotional fatigue... Physician burnout is a pressing issue, costing the U.S. healthcare system approximately $4.6 billion annually. Traditional interventions often place the burden on individual physicians, overlooking systemic causes like administrative overload and inefficient workflows. However, technology offers a promising solution. Innovations such as automated documentation, clinical decision support systems, and patient engagement platforms can alleviate cognitive and emotional stress, allowing physicians to focus on patient care. By strategically implementing these tools, healthcare leaders can create a supportive environment that fosters well-being and reduces burnout. Let’s prioritize our healthcare professionals and harness technology to heal the healers. #HealthcareIT #PhysicianBurnout #DigitalHealth #EHR #HealthTech #Wellbeing #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-CKA4YlfVIeEHpcY9srP3RARcZ307k", "object": "chat.completion", "created": 1758921314, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Physician burnout is a pressing issue, costing the U.S. healthcare system approximately $4.6 billion annually. Traditional interventions often place the burden on individual physicians, overlooking systemic causes like administrative overload and inefficient workflows. However, technology offers a promising solution. Innovations such as automated documentation, clinical decision support systems, and patient engagement platforms can alleviate cognitive and emotional stress, allowing physicians to focus on patient care. By strategically implementing these tools, healthcare leaders can create a supportive environment that fosters well-being and reduces burnout. Let’s prioritize our healthcare professionals and harness technology to heal the healers. #HealthcareIT #PhysicianBurnout #DigitalHealth #EHR #HealthTech #Wellbeing #PatientCare", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 865, "completion_tokens": 140, "total_tokens": 1005, "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 - 865 |
Scaling Smarter: Why Platform Partnerships are the Growth Engine for AI in HealthcareDigital Health Frontier - (Saturday September 27, 2025) - Daily Reads/ Digital Health Frontier | |
![]() | In healthcare, having a game-changing product is only half the equation. If you're an AI startup trying to make waves, the real challenge isn’t just building the tech; it’s breaking into the system.Healthcare gatekeepers... In the complex landscape of healthcare, AI startups face significant hurdles beyond just technology development. Platform partnerships emerge as crucial growth engines, providing essential infrastructure, credibility, and industry connections. These alliances foster trust, expedite access to key stakeholders, and generate real-world evidence that enhances commercialization efforts. By leveraging scalable infrastructure and marketing support, startups can focus on innovation rather than backend challenges. Ultimately, platform partnerships not only accelerate market entry but also ensure sustainable growth in a highly regulated environment. Embrace collaboration to unlock your AI solution's full potential! #HealthcareIT #AIinHealthcare #DigitalHealth #Innovation #HealthTech #Partnerships #StartupGrowth 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-CKA3Sr1E5pkXXBPMu57SHRRpBhjZd", "object": "chat.completion", "created": 1758921246, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In the complex landscape of healthcare, AI startups face significant hurdles beyond just technology development. Platform partnerships emerge as crucial growth engines, providing essential infrastructure, credibility, and industry connections. These alliances foster trust, expedite access to key stakeholders, and generate real-world evidence that enhances commercialization efforts. By leveraging scalable infrastructure and marketing support, startups can focus on innovation rather than backend challenges. Ultimately, platform partnerships not only accelerate market entry but also ensure sustainable growth in a highly regulated environment. Embrace collaboration to unlock your AI solution's full potential! #HealthcareIT #AIinHealthcare #DigitalHealth #Innovation #HealthTech #Partnerships #StartupGrowth", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 934, "completion_tokens": 128, "total_tokens": 1062, "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 - 934 |
Evaluating Characteristics and Quality of Mental Health Apps Available in App Stores for Indian Users: Systematic App Search and ReviewJMIR mHealth and uHealth - (Friday September 26, 2025) - Frequent Updates/ JMIR mHealth and uHealth | |
![]() | Background: The mental health app sector in India is expanding rapidly, driven by increasing smartphone usage, growing internet penetration, the popularity of digital initiatives, and heightened recognition of mental health challenges in public discourse.... The rapid growth of mental health apps in India presents both opportunities and challenges. A systematic review of 5827 apps revealed that while multifunction apps dominate the market, significant concerns about quality and safety persist. Only 10.9% referenced empirical research, and 15.4% lacked a data-sharing policy. Most apps were developed without mental health professional involvement, highlighting a critical gap in expertise. These insights underscore the need for enhanced app standards and regulatory frameworks to ensure user safety and efficacy. As we navigate this evolving landscape, collaboration among stakeholders is essential for impactful digital mental health solutions. #MentalHealthTech #DigitalHealth #HealthIT #AppReview #MentalHealthAwareness #HealthcareInnovation #DataPrivacy 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-CKA1ihZjQ0J3pqtSQNjaFYPnPMb8F", "object": "chat.completion", "created": 1758921138, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The rapid growth of mental health apps in India presents both opportunities and challenges. A systematic review of 5827 apps revealed that while multifunction apps dominate the market, significant concerns about quality and safety persist. Only 10.9% referenced empirical research, and 15.4% lacked a data-sharing policy. Most apps were developed without mental health professional involvement, highlighting a critical gap in expertise. These insights underscore the need for enhanced app standards and regulatory frameworks to ensure user safety and efficacy. As we navigate this evolving landscape, collaboration among stakeholders is essential for impactful digital mental health solutions. #MentalHealthTech #DigitalHealth #HealthIT #AppReview #MentalHealthAwareness #HealthcareInnovation #DataPrivacy", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 840, "completion_tokens": 141, "total_tokens": 981, "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 - 840 |
Post-Weight Loss Surgery with Dr. Robyn DaughertyeHealth Radio Network - (Friday September 26, 2025) - eHealth Radio Network/ Podcasts | |
![]() | Dr. Robyn Daugherty, a double board-certified female plastic surgeon and founder of Daugherty Plastic Surgery in Baton Rouge, LA again joins eHealth Radio and the Plastic Surgery Information Channel. She specializes in aesthetic procedures... Post-weight loss surgery can be transformative, and Dr. Robyn Daugherty, a double board-certified plastic surgeon, specializes in helping patients regain confidence through personalized body contouring procedures. In her recent interview, she discusses key considerations for candidates, including timing, procedure options, and addressing concerns like loose skin. Dr. Daugherty emphasizes compassionate care and natural results, ensuring each patient’s unique goals are met. Her expertise in aesthetic procedures for the breast, body, and face makes her a trusted resource for those navigating the post-weight loss journey.#HealthcareIT #PlasticSurgery #WeightLossJourney #BodyContouring #PatientCare #AestheticMedicine #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. { "id": "chatcmpl-CKDHTozqDzKpzzuE0TznwfyvEh2RX", "object": "chat.completion", "created": 1758933647, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Post-weight loss surgery can be transformative, and Dr. Robyn Daugherty, a double board-certified plastic surgeon, specializes in helping patients regain confidence through personalized body contouring procedures. In her recent interview, she discusses key considerations for candidates, including timing, procedure options, and addressing concerns like loose skin. Dr. Daugherty emphasizes compassionate care and natural results, ensuring each patient’s unique goals are met. Her expertise in aesthetic procedures for the breast, body, and face makes her a trusted resource for those navigating the post-weight loss journey. nn#HealthcareIT #PlasticSurgery #WeightLossJourney #BodyContouring #PatientCare #AestheticMedicine #HealthTech", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 651, "completion_tokens": 136, "total_tokens": 787, "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 - 651 |
TIMER: temporal instruction modeling and evaluation for longitudinal clinical recordsnpj Digital Medicine - (Friday September 26, 2025) - Frequent Updates/ npj Digital Medicine | |
![]() | Electronic health records (EHRs) contain rich longitudinal information for clinical decision-making, yet LLMs struggle to reason across patient timelines. We introduce TIMER (Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records), a method to... Introducing TIMER, a groundbreaking method for enhancing temporal reasoning in clinical language models through time-aware instruction tuning. By linking instruction-response pairs to specific timestamps in electronic health records (EHRs), TIMER significantly improves model performance in longitudinal contexts. Evaluations reveal a 6.6% increase in completeness and notable advancements in trend detection and chronological precision. This innovative approach addresses the limitations of existing models, enabling better support for clinical decision-making and patient care. As we advance in healthcare IT, TIMER sets a new standard for integrating temporal context into language models. #HealthcareIT #AIinHealthcare #HealthTech #MachineLearning #EHR #DigitalHealth #ClinicalDecisionMaking 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-CK4WyP8m432BICI4lejNC8ylCJlPS", "object": "chat.completion", "created": 1758900012, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Introducing TIMER, a groundbreaking method for enhancing temporal reasoning in clinical language models through time-aware instruction tuning. By linking instruction-response pairs to specific timestamps in electronic health records (EHRs), TIMER significantly improves model performance in longitudinal contexts. Evaluations reveal a 6.6% increase in completeness and notable advancements in trend detection and chronological precision. This innovative approach addresses the limitations of existing models, enabling better support for clinical decision-making and patient care. As we advance in healthcare IT, TIMER sets a new standard for integrating temporal context into language models. #HealthcareIT #AIinHealthcare #HealthTech #MachineLearning #EHR #DigitalHealth #ClinicalDecisionMaking", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 22933, "completion_tokens": 132, "total_tokens": 23065, "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 - 22933 |










