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Specialized curricula for training vision language models in retinal image analysis

npj Digital Medicine - (Tuesday August 19, 2025) - AI/ Frequent Updates/ npj Digital Medicine

Clinicians spend significant time reviewing medical images and transcribing findings. By integrating visual and textual data, foundation models have the potential to reduce workloads and boost efficiency, yet their practical clinical value remains uncertain....

Exciting advancements in retinal image analysis are here! Our study introduces a specialized curriculum for training vision-language models (VLMs) tailored to age-related macular degeneration (AMD). The newly developed RetinaVLM-Specialist significantly outperformed existing models, achieving accuracy comparable to junior ophthalmologists in disease staging and referral decisions. This innovative approach not only enhances clinical decision-making but also demonstrates the potential of customized training curricula in optimizing AI for real-world medical applications. Join us in exploring the future of healthcare AI!#HealthcareAI #MedicalImaging #Ophthalmology #AIinMedicine #VisionLanguageModels #RetinalAnalysis #AMD

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

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Prompt Tokens - 36343
Completion Tokens - 129
Total Tokens - 36472

 

Digital Health Unplugged: The award winners driving digital transformation

Digital Health - (Tuesday August 19, 2025) - Digital Health/ Frequent Updates

Jordan Sollof Digital Health Unplugged covers all things health technology and NHS IT. Hosted by Digital Health's news reporter Jordan Sollof, the podcast delves into key issues and news stories in the sector. It also...

🚀 Exciting advancements in digital health are reshaping our industry! In the latest episode of *Digital Health Unplugged*, host Jordan Sollof explores transformative innovations and recognizes award-winning leaders driving change in healthcare technology. This podcast is a must-listen for insights into the pivotal role of the Digital Health CIO, CCIO, and CNIO Networks in enhancing NHS IT. Join the conversation on how we can collectively elevate digital transformation in healthcare!#DigitalHealth #HealthIT #NHS #CIO #Innovation #HealthcareTechnology #DigitalTransformation

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

{ "id": "chatcmpl-C6FAwKa5dj41VkhAAgh86Ukx0LLII", "object": "chat.completion", "created": 1755604338, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "🚀 Exciting advancements in digital health are reshaping our industry! In the latest episode of *Digital Health Unplugged*, host Jordan Sollof explores transformative innovations and recognizes award-winning leaders driving change in healthcare technology. This podcast is a must-listen for insights into the pivotal role of the Digital Health CIO, CCIO, and CNIO Networks in enhancing NHS IT. Join the conversation on how we can collectively elevate digital transformation in healthcare! nn#DigitalHealth #HealthIT #NHS #CIO #Innovation #HealthcareTechnology #DigitalTransformation", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 217, "completion_tokens": 110, "total_tokens": 327, "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 - 217
Completion Tokens - 110
Total Tokens - 327

 

OneAdvanced purchases INPS Vision EPR

Digital Health - (Tuesday August 19, 2025) - Digital Health/ Frequent Updates

Ric Thompson, senior vice president of health and care at OneAdvanced (Credit: OneAdvanced)Software provider OneAdvanced has completed the purchase of certain assets of In Practice Systems (INPS) relating to the Vision electronic patient...

OneAdvanced's acquisition of INPS Vision EPR marks a pivotal moment for GP practices in Scotland, ensuring a seamless transition from EMIS to a robust cloud-based system. This move alleviates six months of uncertainty, allowing GPs to focus on patient care. Ric Thompson emphasizes that this integration will enhance NHS's 10-year vision for improved outcomes through innovative healthcare solutions. With around 900 practices involved, OneAdvanced aims to create a next-generation platform that supports local care and leverages AI advancements. This strategic acquisition signals a significant leap in healthcare technology and patient-centered care.#HealthcareIT #EHR #DigitalHealth #PrimaryCare #AIinHealthcare #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.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-C6CdbJQIGrKKiu6QG3qS0Vp9Dj4bZ", "object": "chat.completion", "created": 1755594583, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "OneAdvanced's acquisition of INPS Vision EPR marks a pivotal moment for GP practices in Scotland, ensuring a seamless transition from EMIS to a robust cloud-based system. This move alleviates six months of uncertainty, allowing GPs to focus on patient care. Ric Thompson emphasizes that this integration will enhance NHS's 10-year vision for improved outcomes through innovative healthcare solutions. With around 900 practices involved, OneAdvanced aims to create a next-generation platform that supports local care and leverages AI advancements. This strategic acquisition signals a significant leap in healthcare technology and patient-centered care. nn#HealthcareIT #EHR #DigitalHealth #PrimaryCare #AIinHealthcare #HealthTech #Innovation", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 781, "completion_tokens": 138, "total_tokens": 919, "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 - 781
Completion Tokens - 138
Total Tokens - 919

 

Healthcare Systems Prepare for Trump Tariffs

DistilINFO Hospital IT - (Tuesday August 19, 2025) - Daily Reads/ DistilINFO Hospital IT

Healthcare Industry Faces Tariff Challenges As the Trump administration advances comprehensive tariff policies designed to boost domestic manufacturing, healthcare systems across the United States are implementing robust strategies to shield patients from potential disruptions and...

As the Trump administration's tariffs impact healthcare systems, organizations like Providence Health and Baptist Health are proactively strengthening supply chain resilience. By implementing advanced risk management and dynamic tariff modeling, they aim to shield patients from potential disruptions. With a focus on critical medical devices and pharmaceuticals, these systems prioritize strong supplier relationships and transparent communication to navigate evolving trade policies. The healthcare sector's adaptability in the face of tariff challenges underscores the importance of operational excellence for maintaining quality care.#HealthcareIT #SupplyChainManagement #TariffImpact #PatientCare #HealthcareLeadership #OperationalExcellence #Pharmaceuticals

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

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Prompt Tokens - 1259
Completion Tokens - 116
Total Tokens - 1375

 

Maternal Health Expert Leads Brooklyn Hospital

DistilINFO Hospital IT - (Tuesday August 19, 2025) - Daily Reads/ DistilINFO Hospital IT

Dr. Wilcox’s New Leadership Role Dr. Wendy Wilcox, a nationally recognized maternal mortality expert, has been appointed as chief of obstetrics and gynecology at NYC Health + Hospitals/Woodhull in Brooklyn, New York. This strategic appointment...

Exciting developments in maternal healthcare! Dr. Wendy Wilcox, a renowned maternal mortality expert, has been appointed chief of obstetrics and gynecology at NYC Health + Hospitals/Woodhull. With over 15 years of leadership experience, she will oversee the expansion of critical labor and delivery services, enhancing care for Brooklyn's diverse population. Her dual role as chief women’s wellness ensures comprehensive strategies across facilities. As co-chair of the New York State Maternal Mortality Review Board, Dr. Wilcox's expertise in pregnancy mortality prevention will be pivotal in addressing current challenges in obstetric care.#MaternalHealth #HealthcareLeadership #Obstetrics #WomenHealth #HealthTech #PatientCare #BrooklynHealth

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

{ "id": "chatcmpl-C6CYASWZzQM6FtWvzUmU431gRP7Uy", "object": "chat.completion", "created": 1755594246, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting developments in maternal healthcare! Dr. Wendy Wilcox, a renowned maternal mortality expert, has been appointed chief of obstetrics and gynecology at NYC Health + Hospitals/Woodhull. With over 15 years of leadership experience, she will oversee the expansion of critical labor and delivery services, enhancing care for Brooklyn's diverse population. Her dual role as chief women’s wellness ensures comprehensive strategies across facilities. As co-chair of the New York State Maternal Mortality Review Board, Dr. Wilcox's expertise in pregnancy mortality prevention will be pivotal in addressing current challenges in obstetric care. nn#MaternalHealth #HealthcareLeadership #Obstetrics #WomenHealth #HealthTech #PatientCare #BrooklynHealth", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1067, "completion_tokens": 145, "total_tokens": 1212, "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 - 1067
Completion Tokens - 145
Total Tokens - 1212

 

Mount Sinai US Open Medical Partnership

DistilINFO Hospital IT - (Tuesday August 19, 2025) - Daily Reads/ DistilINFO Hospital IT

Partnership Overview Mount Sinai Health System, the prestigious New York City-based healthcare network, continues its remarkable journey as the official medical services provider for the U.S. Open Tennis Championships. This year marks the 13th consecutive...

Mount Sinai Health System continues its 13-year partnership as the official medical provider for the U.S. Open, showcasing its commitment to athlete care. Led by Dr. Alexis Colvin, the medical team offers comprehensive services, including injury assessments and advanced imaging, ensuring player health throughout the tournament. This year, Mount Sinai expands its community engagement with interactive health initiatives and innovative technology, such as an AI tennis player avatar. Renewed through 2026, the partnership emphasizes ongoing research and development in sports medicine, setting a gold standard for athlete care at major events. #HealthcareIT #SportsMedicine #USTA #AthleteCare #Innovation #MountSinai #USOpen

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

{ "id": "chatcmpl-C6F2y8FK48Xq1ipd90vAzlPF5Q6Ey", "object": "chat.completion", "created": 1755603844, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Mount Sinai Health System continues its 13-year partnership as the official medical provider for the U.S. Open, showcasing its commitment to athlete care. Led by Dr. Alexis Colvin, the medical team offers comprehensive services, including injury assessments and advanced imaging, ensuring player health throughout the tournament. This year, Mount Sinai expands its community engagement with interactive health initiatives and innovative technology, such as an AI tennis player avatar. Renewed through 2026, the partnership emphasizes ongoing research and development in sports medicine, setting a gold standard for athlete care at major events. #HealthcareIT #SportsMedicine #USTA #AthleteCare #Innovation #MountSinai #USOpen", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1180, "completion_tokens": 134, "total_tokens": 1314, "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 - 1180
Completion Tokens - 134
Total Tokens - 1314

 

Powerful CEO Listening: Transform Employee Engagement

DistilINFO Hospital IT - (Tuesday August 19, 2025) - Daily Reads/ DistilINFO Hospital IT

Introduction: The Listening Crisis in Leadership Now more than ever, it’s time for CEOs to listen. Employee engagement nationally is at an 11-year low, with 79% of employees disengaged. In this climate, cultivating the art...

In today's healthcare landscape, effective listening is a strategic imperative for CEOs, as employee engagement hits an 11-year low. By fostering authentic connections and prioritizing transparency, leaders can transform disengagement into innovation and resilience. Initiatives like weekly check-ins and candid CEO sessions at Hackensack Meridian have shown significant improvements in team morale and retention. Listening not only enhances decision-making but also drives financial returns through reduced turnover and increased productivity. Ultimately, listening is a profound form of respect that builds trust and strengthens organizational culture—making it essential for sustainable success. #HealthcareLeadership #EmployeeEngagement #ListeningSkills #Innovation #Trust #HealthcareIT #LeadershipDevelopment

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

{ "id": "chatcmpl-C6A4YPbeFl99vmmpzdj1eupd8cazE", "object": "chat.completion", "created": 1755584722, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In today's healthcare landscape, effective listening is a strategic imperative for CEOs, as employee engagement hits an 11-year low. By fostering authentic connections and prioritizing transparency, leaders can transform disengagement into innovation and resilience. Initiatives like weekly check-ins and candid CEO sessions at Hackensack Meridian have shown significant improvements in team morale and retention. Listening not only enhances decision-making but also drives financial returns through reduced turnover and increased productivity. Ultimately, listening is a profound form of respect that builds trust and strengthens organizational culture—making it essential for sustainable success. #HealthcareLeadership #EmployeeEngagement #ListeningSkills #Innovation #Trust #HealthcareIT #LeadershipDevelopment", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1729, "completion_tokens": 130, "total_tokens": 1859, "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 - 1729
Completion Tokens - 130
Total Tokens - 1859

 

Agentic AI Transforms Healthcare Call Centers

DistilINFO Hospital IT - (Tuesday August 19, 2025) - Daily Reads/ DistilINFO Hospital IT

The Critical Access Challenge in Modern Healthcare Healthcare organizations face an unprecedented access crisis that digital transformation alone cannot solve. Despite significant investments in patient portals, mobile apps, and online scheduling platforms, healthcare call centers...

Agentic AI is revolutionizing healthcare call centers, addressing the access crisis that digital tools alone can't solve. Despite investments in technology, patients still rely heavily on phone interactions, leading to operational bottlenecks and staff burnout. Agentic AI offers a sophisticated solution, autonomously handling up to 20% of inbound calls through natural language understanding and decision-making capabilities. This technology integrates seamlessly with existing systems, enhancing patient experiences while freeing staff for complex tasks. As healthcare organizations adopt agentic AI, they can expect improved efficiency, reduced wait times, and increased patient satisfaction.#HealthcareIT #AIinHealthcare #DigitalTransformation #PatientExperience #Automation #HealthTech #CallCenterSolutions

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

{ "id": "chatcmpl-C6A3J3OuYcPALYD7sUDQOD3ndGNSt", "object": "chat.completion", "created": 1755584645, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Agentic AI is revolutionizing healthcare call centers, addressing the access crisis that digital tools alone can't solve. Despite investments in technology, patients still rely heavily on phone interactions, leading to operational bottlenecks and staff burnout. Agentic AI offers a sophisticated solution, autonomously handling up to 20% of inbound calls through natural language understanding and decision-making capabilities. This technology integrates seamlessly with existing systems, enhancing patient experiences while freeing staff for complex tasks. As healthcare organizations adopt agentic AI, they can expect improved efficiency, reduced wait times, and increased patient satisfaction. nn#HealthcareIT #AIinHealthcare #DigitalTransformation #PatientExperience #Automation #HealthTech #CallCenterSolutions", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 2153, "completion_tokens": 136, "total_tokens": 2289, "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 - 2153
Completion Tokens - 136
Total Tokens - 2289

 

AMA Releases AI Governance Toolkit

DistilINFO Hospital IT - (Tuesday August 19, 2025) - AI/ Daily Reads/ DistilINFO Hospital IT

Introduction to AMA’s AI Initiative The American Medical Association (AMA) has unveiled a comprehensive new resource designed to help healthcare organizations navigate the complex landscape of artificial intelligence implementation. This groundbreaking initiative addresses the growing...

The AMA has launched a groundbreaking AI Governance Toolkit to guide healthcare organizations through the complexities of AI implementation. This eight-step framework emphasizes establishing accountability, ethical use, and comprehensive vendor evaluation to ensure patient safety and regulatory compliance. With resources like customizable policy documents and CME opportunities, the toolkit addresses both the transformative potential and risks of AI, promoting responsible adoption. As healthcare AI adoption accelerates, this initiative equips leaders with the necessary tools to navigate the evolving landscape effectively.#HealthcareIT #AIGovernance #PatientSafety #DigitalHealth #HealthTech #AIinHealthcare #CME

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

{ "id": "chatcmpl-C6F73cEBpfIkWyHhwyB5v2oZI1KWl", "object": "chat.completion", "created": 1755604097, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The AMA has launched a groundbreaking AI Governance Toolkit to guide healthcare organizations through the complexities of AI implementation. This eight-step framework emphasizes establishing accountability, ethical use, and comprehensive vendor evaluation to ensure patient safety and regulatory compliance. With resources like customizable policy documents and CME opportunities, the toolkit addresses both the transformative potential and risks of AI, promoting responsible adoption. As healthcare AI adoption accelerates, this initiative equips leaders with the necessary tools to navigate the evolving landscape effectively. nn#HealthcareIT #AIGovernance #PatientSafety #DigitalHealth #HealthTech #AIinHealthcare #CME", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1440, "completion_tokens": 116, "total_tokens": 1556, "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 - 1440
Completion Tokens - 116
Total Tokens - 1556

 

Virtual Patients: How AI Simulation Is Revolutionizing Clinical Trials and Drug Development

HIT Consultant - (Tuesday August 19, 2025) - AI/ Digital Health/ Frequent Updates/ HIT Consultant

Thomas Kluz, Managing Director at Niterra VenturesThe most consequential shift in modern medicine isn’t happening inside hospitals or biotech labs. It’s happening inside medical simulation labs / training centers.Drug development has long been marked...

The future of clinical trials is here with virtual patients, revolutionizing drug development by addressing inefficiencies and high costs. These computational models simulate human physiology and pathology, enabling drug developers to optimize trial designs without recruiting real subjects. The convergence of generative models, federated learning, and regulatory recognition is making virtual trials increasingly viable. However, the promise comes with responsibilities; accuracy and data integrity must be prioritized to avoid perpetuating biases. As we embrace this transformative technology, we can enhance inclusivity and efficiency in healthcare.#HealthcareIT #ClinicalTrials #VirtualPatients #DrugDevelopment #AIinHealthcare #MedicalInnovation #HealthTech

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

{ "id": "chatcmpl-C69RbdlmasGUY6utdZSVR7ZdOwhRY", "object": "chat.completion", "created": 1755582307, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The future of clinical trials is here with virtual patients, revolutionizing drug development by addressing inefficiencies and high costs. These computational models simulate human physiology and pathology, enabling drug developers to optimize trial designs without recruiting real subjects. The convergence of generative models, federated learning, and regulatory recognition is making virtual trials increasingly viable. However, the promise comes with responsibilities; accuracy and data integrity must be prioritized to avoid perpetuating biases. As we embrace this transformative technology, we can enhance inclusivity and efficiency in healthcare. nn#HealthcareIT #ClinicalTrials #VirtualPatients #DrugDevelopment #AIinHealthcare #MedicalInnovation #HealthTech", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1411, "completion_tokens": 126, "total_tokens": 1537, "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 - 1411
Completion Tokens - 126
Total Tokens - 1537

 

I am an experienced healthcare executive with over 15 years of deep clinical and informatics expertise in the design, development, implementation and support of complex healthcare solutions. Beginning my career as a cardiologist, I understand the needs of clinicians and the nature of their work.