ChatGPT Summaries
What AI Can Do for Pharmacist Burnout – MedCity NewsMedCity News - (Thursday January 9, 2025) - AI/ Frequent Updates/ MedCity News | |
![]() | Pharmacies have a people problem. Pharmacists – the nerve center of the operation – are working harder than ever to keep up, burning out and leaving the profession. Overburdened by swelling administrative tasks and... Pharmacist burnout is a pressing issue, exacerbated by increasing administrative tasks and patient demands. With projections of five billion prescriptions filled by 2025, the traditional pharmacy model is unsustainable. AI technology offers a transformative solution, automating routine tasks like medication monitoring and patient inquiries, allowing pharmacists to focus on high-value services such as counseling and health management. By embracing AI, pharmacies can enhance patient engagement and reclaim the essential human connection in care. The evolution of AI presents a viable path forward to combat burnout and improve outcomes.#HealthcareIT #Pharmacy #AIinHealthcare #PharmacistBurnout #PatientEngagement #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-Anocjkyxsv5IOQVGJzKmGWHchU30e", "object": "chat.completion", "created": 1736436033, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Pharmacist burnout is a pressing issue, exacerbated by increasing administrative tasks and patient demands. With projections of five billion prescriptions filled by 2025, the traditional pharmacy model is unsustainable. AI technology offers a transformative solution, automating routine tasks like medication monitoring and patient inquiries, allowing pharmacists to focus on high-value services such as counseling and health management. By embracing AI, pharmacies can enhance patient engagement and reclaim the essential human connection in care. The evolution of AI presents a viable path forward to combat burnout and improve outcomes. nn#HealthcareIT #Pharmacy #AIinHealthcare #PharmacistBurnout #PatientEngagement #HealthTech #Innovation", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1155, "completion_tokens": 133, "total_tokens": 1288, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "system_fingerprint": "fp_f2cd28694a" } Prompt Tokens - 1155 |
OMNY Health Partners with Scipher Medicine to Advance Precision ImmunologyHIT Consultant - (Thursday January 9, 2025) - Frequent Updates/ HIT Consultant | |
![]() | What You Should Know:– OMNY Health, the leading healthcare ecosystem for compliant real-world data insights at scale, and Scipher Medicine, which has the world’s largest immunology clinico-transcriptomics data set and is focused on advancing... Exciting advancements in precision medicine are underway! OMNY Health has partnered with Scipher Medicine to enhance the fight against autoimmune diseases by integrating extensive transcriptomic data with a vast EHR network, reaching over 80 million patients. This collaboration aims to improve patient outcomes through data-driven insights, leveraging the power of biomarkers and personalized medicine. With a focus on rheumatoid arthritis and innovative tools like PrismRA, this partnership is set to revolutionize treatment strategies. Together, we can unlock new possibilities in healthcare!#PrecisionMedicine #HealthcareIT #AutoimmuneDiseases #DataDriven #HealthInnovation #Biomarkers #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-AnpYZRyctfQAifpoGcLMGJ9xOMQGR", "object": "chat.completion", "created": 1736439619, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting advancements in precision medicine are underway! OMNY Health has partnered with Scipher Medicine to enhance the fight against autoimmune diseases by integrating extensive transcriptomic data with a vast EHR network, reaching over 80 million patients. This collaboration aims to improve patient outcomes through data-driven insights, leveraging the power of biomarkers and personalized medicine. With a focus on rheumatoid arthritis and innovative tools like PrismRA, this partnership is set to revolutionize treatment strategies. Together, we can unlock new possibilities in healthcare! nn#PrecisionMedicine #HealthcareIT #AutoimmuneDiseases #DataDriven #HealthInnovation #Biomarkers #PatientOutcomes", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 757, "completion_tokens": 126, "total_tokens": 883, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "system_fingerprint": "fp_f2cd28694a" } Prompt Tokens - 757 |
The People Behind America’s Health – MedCity NewsMedCity News - (Thursday January 9, 2025) - Frequent Updates/ MedCity News | |
![]() | As the nation ushers in a GOP-controlled House and Senate, healthcare endures — a priority that transcends political currents. With 90 percent of American adults showing early signs of Cardiovascular-Kidney-Metabolic (CKM) syndrome, a troubling... As the U.S. faces a care crisis, with 90% of adults showing signs of CKM syndrome, the need for a robust care economy is urgent. Millions of unpaid caregivers support our healthcare system, yet they often go unrecognized. To combat rising chronic diseases and a shrinking primary care workforce, we must rethink care delivery, integrating community members into the caregiving model. Innovative partnerships, like Lyft's with the VA, highlight the potential for technology to enhance care access. By empowering local communities and investing in preventive care, we can build a healthier future for all.#HealthcareIT #CareEconomy #ChronicIllness #CommunityCare #HealthTech #HealthcareInnovation #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-AnocLNaVIEUrFHk35mxFUj0b6WKIv", "object": "chat.completion", "created": 1736436009, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "As the U.S. faces a care crisis, with 90% of adults showing signs of CKM syndrome, the need for a robust care economy is urgent. Millions of unpaid caregivers support our healthcare system, yet they often go unrecognized. To combat rising chronic diseases and a shrinking primary care workforce, we must rethink care delivery, integrating community members into the caregiving model. Innovative partnerships, like Lyft's with the VA, highlight the potential for technology to enhance care access. By empowering local communities and investing in preventive care, we can build a healthier future for all. nn#HealthcareIT #CareEconomy #ChronicIllness #CommunityCare #HealthTech #HealthcareInnovation #PatientCare", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1351, "completion_tokens": 141, "total_tokens": 1492, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "system_fingerprint": "fp_f2cd28694a" } Prompt Tokens - 1351 |
EPtalk by Dr. Jayne 1/9/25 – HIStalkHIStalk - (Thursday January 9, 2025) - Daily Reads/ HIStalk | |
![]() | The hot topic around the virtual water cooler this week was the push to use real-world evidence (RWE) while caring for patients. This topic has become more relevant as increasing number of clinicians have... In the latest EPtalk, Dr. Jayne highlights the growing importance of real-world evidence (RWE) in patient care, emphasizing its strengths in demonstrating treatment efficacy outside clinical trials. However, she cautions against potential pitfalls, such as reliance on biased data influenced by institutional practices. The discussion also touches on the controversial Lown Institute’s Shkreli Awards, spotlighting healthcare dysfunctions, and the challenges of integrating home care models. Additionally, Dr. Jayne addresses synthetic data's role in health privacy and the Surgeon General's alcohol warning label recommendation. Engaging with these topics is vital for advancing healthcare IT practices. #HealthcareIT #RealWorldEvidence #PatientCare #DataIntegrity #HealthTech #HealthcareInnovation #HealthPolicy 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-AnogBYlpYNpDKVrIE5kczmI0AjmyF", "object": "chat.completion", "created": 1736436247, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In the latest EPtalk, Dr. Jayne highlights the growing importance of real-world evidence (RWE) in patient care, emphasizing its strengths in demonstrating treatment efficacy outside clinical trials. However, she cautions against potential pitfalls, such as reliance on biased data influenced by institutional practices. The discussion also touches on the controversial Lown Institute’s Shkreli Awards, spotlighting healthcare dysfunctions, and the challenges of integrating home care models. Additionally, Dr. Jayne addresses synthetic data's role in health privacy and the Surgeon General's alcohol warning label recommendation. Engaging with these topics is vital for advancing healthcare IT practices. #HealthcareIT #RealWorldEvidence #PatientCare #DataIntegrity #HealthTech #HealthcareInnovation #HealthPolicy", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1626, "completion_tokens": 148, "total_tokens": 1774, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "system_fingerprint": "fp_f2cd28694a" } Prompt Tokens - 1626 |
Insights: CloudDigital Health - (Thursday January 9, 2025) - Digital Health/ Frequent Updates | |
![]() | Macdonald is unimpressed by the claim that the big public cloud providers’ investment and expertise in security means they are the safest option for NHS organisations. “The multi-tenanted nature of cloud means nobody cares... The debate on cloud adoption in healthcare intensifies as experts weigh security, cost, and environmental impacts. Cloud Macdonald argues that public cloud providers prioritize their vast customer base over NHS data security, while Professor Kevin Moore highlights the cloud's potential for enhanced security. Concerns about rising costs and environmental claims add complexity to the discussion. As AI usage grows, the high expense of cloud solutions prompts some NHS organizations to consider on-premises alternatives. The landscape is evolving, and healthcare IT professionals must navigate these challenges to make informed decisions.#HealthcareIT #CloudComputing #DataSecurity #NHS #AI #DigitalTransformation #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-AnpJMNCBx09DDTmduFjghFByksmo9", "object": "chat.completion", "created": 1736438676, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The debate on cloud adoption in healthcare intensifies as experts weigh security, cost, and environmental impacts. Cloud Macdonald argues that public cloud providers prioritize their vast customer base over NHS data security, while Professor Kevin Moore highlights the cloud's potential for enhanced security. Concerns about rising costs and environmental claims add complexity to the discussion. As AI usage grows, the high expense of cloud solutions prompts some NHS organizations to consider on-premises alternatives. The landscape is evolving, and healthcare IT professionals must navigate these challenges to make informed decisions. nn#HealthcareIT #CloudComputing #DataSecurity #NHS #AI #DigitalTransformation #HealthTech", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1215, "completion_tokens": 128, "total_tokens": 1343, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "system_fingerprint": "fp_f2cd28694a" } Prompt Tokens - 1215 |
Digital Health reveals full programme for Rewired 2025Digital Health - (Thursday January 9, 2025) - Digital Health/ Frequent Updates | |
![]() | The highly anticipated conference programme for Digital Health Rewired 2025 has been published showcasing the most important national programmes and local initiatives which are accelerating the shift from analogue to digital health. Running 18-19 March... Exciting times ahead for digital health! The Digital Health Rewired 2025 conference, taking place on March 18-19 at NEC Birmingham, will feature over 200 speakers, including keynotes from top NHS leaders and innovators. Attendees can expect deep dives into critical topics such as the NHS App, FemTech innovations, and the evolving role of Clinical Safety Officers. This event is a must for anyone eager to explore the future of a digitally-enabled NHS. Join us to connect, learn, and drive transformation in healthcare!#DigitalHealth #HealthTech #NHS #Innovation #HealthcareIT #DigitalTransformation #Rewired2025 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-AnpJ1q5xhS5tx4HulsCV20VdohYJC", "object": "chat.completion", "created": 1736438655, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting times ahead for digital health! The Digital Health Rewired 2025 conference, taking place on March 18-19 at NEC Birmingham, will feature over 200 speakers, including keynotes from top NHS leaders and innovators. Attendees can expect deep dives into critical topics such as the NHS App, FemTech innovations, and the evolving role of Clinical Safety Officers. This event is a must for anyone eager to explore the future of a digitally-enabled NHS. Join us to connect, learn, and drive transformation in healthcare! nn#DigitalHealth #HealthTech #NHS #Innovation #HealthcareIT #DigitalTransformation #Rewired2025", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 807, "completion_tokens": 130, "total_tokens": 937, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "system_fingerprint": "fp_f2cd28694a" } Prompt Tokens - 807 |
Birdie Box: Harnessing the power of memories to support people with dementia and memory loss – DigitalHealth.LondonDigitalHealth.London - (Thursday January 9, 2025) - Daily Reads/ DigitalHealth.London | |
![]() | To mark the launch of Birdie Box, founder and Launchpad Cohort 7 innovator Rebecca Bird shares how the AI-powered app utilises the power of memories to empower people with dementia and memory loss.One of... Unlocking independence for those with dementia, Birdie Box is a groundbreaking AI-powered app designed to capture and organize cherished memories. By providing a user-friendly memory bank, real-time reminders, and collaboration features for caregivers and family, it enhances quality of life and reduces caregiver burden. With AI recall functions and voice commands, users can easily access comforting memories, fostering emotional connections and promoting autonomy. This innovative tool not only supports individuals facing memory loss but also strengthens family bonds, making daily living more fulfilling.#HealthcareIT #DementiaCare #AI #DigitalHealth #MemorySupport #ElderCare #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-AnmsGZMtqSsNX1r9nJoevfLo7zqLL", "object": "chat.completion", "created": 1736429308, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Unlocking independence for those with dementia, Birdie Box is a groundbreaking AI-powered app designed to capture and organize cherished memories. By providing a user-friendly memory bank, real-time reminders, and collaboration features for caregivers and family, it enhances quality of life and reduces caregiver burden. With AI recall functions and voice commands, users can easily access comforting memories, fostering emotional connections and promoting autonomy. This innovative tool not only supports individuals facing memory loss but also strengthens family bonds, making daily living more fulfilling. nn#HealthcareIT #DementiaCare #AI #DigitalHealth #MemorySupport #ElderCare #Innovation", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1297, "completion_tokens": 123, "total_tokens": 1420, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "system_fingerprint": "fp_0aa8d3e20b" } Prompt Tokens - 1297 |
Deciphex raises £26m to expand pathology accessDigital Health - (Thursday January 9, 2025) - Digital Health/ Frequent Updates | |
![]() | Pathology software and services company Deciphex has closed its Series C financing, raising $32.3 million (£26.1m) to advance its mission to expand access to high-quality pathology through a technology-enabled global network of pathologists. The funding... Deciphex has successfully raised £26 million ($32.3 million) in Series C funding to enhance global access to high-quality pathology services. This investment will accelerate the expansion of their AI-enabled platforms, Diagnexia and Patholytix, across the US, UK, EU, Canada, and Japan, addressing the rising demand for digital pathology solutions. Founder Donal O’Shea emphasized the importance of improving diagnostic workflows and supporting pathologists. With backing from Molten Ventures and others, Deciphex aims to tackle healthcare's diagnostic challenges, enhancing efficiency and accuracy in pathology.#DigitalPathology #HealthcareIT #AIinHealthcare #Pathology #Diagnostics #MedTech #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-AnmruIek8qrJqRuqUKTMC4dbPjasq", "object": "chat.completion", "created": 1736429286, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Deciphex has successfully raised £26 million ($32.3 million) in Series C funding to enhance global access to high-quality pathology services. This investment will accelerate the expansion of their AI-enabled platforms, Diagnexia and Patholytix, across the US, UK, EU, Canada, and Japan, addressing the rising demand for digital pathology solutions. Founder Donal O’Shea emphasized the importance of improving diagnostic workflows and supporting pathologists. With backing from Molten Ventures and others, Deciphex aims to tackle healthcare's diagnostic challenges, enhancing efficiency and accuracy in pathology. nn#DigitalPathology #HealthcareIT #AIinHealthcare #Pathology #Diagnostics #MedTech #Innovation", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 690, "completion_tokens": 141, "total_tokens": 831, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "system_fingerprint": "fp_0aa8d3e20b" } Prompt Tokens - 690 |
Impact of digital health interventions on glycemic control and weight managementnpj Digital Medicine - (Thursday January 9, 2025) - Frequent Updates/ npj Digital Medicine | |
![]() | This retrospective cohort study evaluates the impact of an AI-supported continuous glucose monitoring (CGM) mobile app (“January V2”) on glycemic control and weight management in 944 users, including healthy individuals and those with prediabetes... Digital health interventions are transforming diabetes management. A recent study on the AI-supported continuous glucose monitoring app, “January V2,” revealed significant improvements in glycemic control and weight management among 944 users, including those with prediabetes and type 2 diabetes. The app's personalized feedback led to an increase in time in range (TIR) from 74.7% to 85.5% for healthy users, showcasing the potential of technology in enhancing patient outcomes. As healthcare IT professionals, we must continue to explore and implement such innovations for better chronic disease management.#DigitalHealth #DiabetesManagement #HealthTech #AIinHealthcare #ChronicDisease #PatientOutcomes #HealthcareInnovation 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-AnlUpxi2pVORS14gHh8pJveXK6ugL", "object": "chat.completion", "created": 1736424011, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Digital health interventions are transforming diabetes management. A recent study on the AI-supported continuous glucose monitoring app, “January V2,” revealed significant improvements in glycemic control and weight management among 944 users, including those with prediabetes and type 2 diabetes. The app's personalized feedback led to an increase in time in range (TIR) from 74.7% to 85.5% for healthy users, showcasing the potential of technology in enhancing patient outcomes. As healthcare IT professionals, we must continue to explore and implement such innovations for better chronic disease management. nn#DigitalHealth #DiabetesManagement #HealthTech #AIinHealthcare #ChronicDisease #PatientOutcomes #HealthcareInnovation", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 11847, "completion_tokens": 142, "total_tokens": 11989, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "system_fingerprint": "fp_f2cd28694a" } Prompt Tokens - 11847 |
Standardized patient profile review using large language models for case adjudication in observational researchnpj Digital Medicine - (Thursday January 9, 2025) - AI/ Frequent Updates/ npj Digital Medicine | |
![]() | Using administrative claims and electronic health records for observational studies is common but challenging due to data limitations. Researchers rely on phenotype algorithms, requiring labor-intensive chart reviews for validation. This study investigates whether case... Harnessing large language models (LLMs) for standardized patient profile reviews can revolutionize case adjudication in observational research. This study explores the feasibility of using the Knowledge-Enhanced Electronic Profile Review (KEEPER) system, which extracts structured data to enhance accuracy and efficiency in identifying patient cases. By integrating LLMs, including GPT-4, we achieved sensitivities ranging from 78% to 98% and specificities from 48% to 98%. This innovative approach promises to streamline the traditionally labor-intensive chart review process, potentially transforming how we validate phenotype algorithms in healthcare research.#HealthTech #AIinHealthcare #DataScience #Epidemiology #DigitalHealth #MachineLearning #ObservationalResearch 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-Anj07ZbYni4AfW9CXyrHJzjwuNr5o", "object": "chat.completion", "created": 1736414419, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Harnessing large language models (LLMs) for standardized patient profile reviews can revolutionize case adjudication in observational research. This study explores the feasibility of using the Knowledge-Enhanced Electronic Profile Review (KEEPER) system, which extracts structured data to enhance accuracy and efficiency in identifying patient cases. By integrating LLMs, including GPT-4, we achieved sensitivities ranging from 78% to 98% and specificities from 48% to 98%. This innovative approach promises to streamline the traditionally labor-intensive chart review process, potentially transforming how we validate phenotype algorithms in healthcare research. nn#HealthTech #AIinHealthcare #DataScience #Epidemiology #DigitalHealth #MachineLearning #ObservationalResearch", "refusal": null }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 22187, "completion_tokens": 145, "total_tokens": 22332, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "system_fingerprint": "fp_f2cd28694a" } Prompt Tokens - 22187 |