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Within- and Between-Individual Compliance in Mobile Health: Joint Modeling Approach to Nonrandom Missingness in an Intensive Longitudinal Observational Study

JMIR mHealth and uHealth - (Friday October 31, 2025) - Frequent Updates/ JMIR mHealth and uHealth

Background: Missing data are inevitable in mobile health (mHealth) and ubiquitous health (uHealth) research and are often driven by distinct within- and between-person factors that influence compliance. Understanding these distinct mechanisms underlying nonresponse can...

In mobile health (mHealth) research, addressing missing data is crucial for accurate health behavior insights. This blog post highlights the effectiveness of joint modeling in understanding both within- and between-individual compliance issues. By integrating multilevel vector autoregressive models with missingness analysis, researchers can enhance data validity without conventional imputation methods. Our findings reveal that joint modeling not only captures the dynamics of health behaviors but also identifies nonignorable missingness patterns, improving estimate accuracy. This innovative approach can transform data collection strategies in intensive longitudinal studies.#mHealth #DataScience #HealthIT #WearableTech #ResearchInnovation #BigData #HealthAnalytics

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-CWVP6fCR9re0oOYXSVHDQfRK5MJtP", "object": "chat.completion", "created": 1761863248, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In mobile health (mHealth) research, addressing missing data is crucial for accurate health behavior insights. This blog post highlights the effectiveness of joint modeling in understanding both within- and between-individual compliance issues. By integrating multilevel vector autoregressive models with missingness analysis, researchers can enhance data validity without conventional imputation methods. Our findings reveal that joint modeling not only captures the dynamics of health behaviors but also identifies nonignorable missingness patterns, improving estimate accuracy. This innovative approach can transform data collection strategies in intensive longitudinal studies. nn#mHealth #DataScience #HealthIT #WearableTech #ResearchInnovation #BigData #HealthAnalytics", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 738, "completion_tokens": 129, "total_tokens": 867, "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 - 738
Completion Tokens - 129
Total Tokens - 867

 

HLTH2025 Day 4: The Hidden Gems and Final Takeaways

Healthcare IT Today - (Friday October 31, 2025) - Healthcare IT Today/ Videos

The last day of HLTH is when the crowds thin out, the conversations go deeper, and the real discoveries start to emerge. Day 4 delivered smart insights, standout tech, and a look at where...

As HLTH2025 wraps up, Day 4 revealed deeper insights and standout technologies shaping the future of healthcare. Key highlights include Dr. Este Geraghty's geospatial AI, five pivotal takeaways from the event, and a shift in AI discussions extending beyond traditional applications. The strong presence of retail, pharma, and payer organizations underscored a collaborative future. Attendees shared quick-hit “hot takes,” enriching the conversation around innovation in healthcare. What were your key takeaways from HLTH 2025? Let’s engage and compare insights!#HLTH2025 #DigitalHealth #HealthIT #AIinHealthcare #Innovation #Interoperability #CareDelivery

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-CWY0N4hLznOfK1rMnezPcf5KDhmiL", "object": "chat.completion", "created": 1761873247, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "As HLTH2025 wraps up, Day 4 revealed deeper insights and standout technologies shaping the future of healthcare. Key highlights include Dr. Este Geraghty's geospatial AI, five pivotal takeaways from the event, and a shift in AI discussions extending beyond traditional applications. The strong presence of retail, pharma, and payer organizations underscored a collaborative future. Attendees shared quick-hit “hot takes,” enriching the conversation around innovation in healthcare. What were your key takeaways from HLTH 2025? Let’s engage and compare insights!nn#HLTH2025 #DigitalHealth #HealthIT #AIinHealthcare #Innovation #Interoperability #CareDelivery", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 377, "completion_tokens": 135, "total_tokens": 512, "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 - 377
Completion Tokens - 135
Total Tokens - 512

 

HLTH2025 Day 3: AI Overload and What Really Matters

Healthcare IT Today - (Friday October 31, 2025) - Healthcare IT Today/ Videos

By Day 3 of HLTH 2025, one thing was clear. AI isn’t just a trend here, it’s the dominant theme. From adherence insights to multi-agent platforms, nearly every company brought an AI story to...

Day 3 of HLTH 2025 highlighted AI as the cornerstone of healthcare innovation. With over half of exhibitors showcasing AI-first solutions, the focus was on preventing first-fill abandonment and enhancing patient journeys through personalized navigation. Notably, women’s health is emerging as a key area for investment and innovation. As organizations seek meaningful ROI, the conversations around AI's role in healthcare are more critical than ever. What are your thoughts on AI's impact in our field?#hlth2025 #HealthIT #AIinHealthcare #DigitalHealth #WomensHealth #Innovation #HealthcareLeadership

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

{ "id": "chatcmpl-CWXsQuhWpWeO85M03vLZjfCwnpqxn", "object": "chat.completion", "created": 1761872754, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Day 3 of HLTH 2025 highlighted AI as the cornerstone of healthcare innovation. With over half of exhibitors showcasing AI-first solutions, the focus was on preventing first-fill abandonment and enhancing patient journeys through personalized navigation. Notably, women’s health is emerging as a key area for investment and innovation. As organizations seek meaningful ROI, the conversations around AI's role in healthcare are more critical than ever. What are your thoughts on AI's impact in our field? nn#hlth2025 #HealthIT #AIinHealthcare #DigitalHealth #WomensHealth #Innovation #HealthcareLeadership", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 368, "completion_tokens": 118, "total_tokens": 486, "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 - 368
Completion Tokens - 118
Total Tokens - 486

 

How digital health startups can differentiate themselves

Healthcare IT news - (Friday October 31, 2025) - Frequent Updates/ Healthcare IT News

How digital health startups can differentiate themselves | Healthcare IT News Skip to main content...

In a competitive landscape, digital health startups must carve out a unique identity to thrive. Key strategies include leveraging innovative technology, prioritizing user experience, and addressing specific patient needs. Building partnerships with established healthcare entities can enhance credibility and market reach. Additionally, a focus on data security and compliance not only fosters trust but also differentiates offerings. By embracing these approaches, startups can effectively stand out and drive meaningful change in healthcare.#DigitalHealth #HealthTech #Startups #Innovation #PatientExperience #HealthcareIT #DataSecurity

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 - 270
Completion Tokens - 105
Total Tokens - 375

 

News 10/31/25

HIStalk - (Friday October 31, 2025) - Daily Reads/ HIStalk

Top News CVS Health reports Q3 results: revenue up 7.8%, adjusted EPS $1.60 versus $1.09, beating analyst expectations for both. The company took a $5.7 billion impairment charge for its Oak Street Health...

CVS Health's Q3 results show a 7.8% revenue increase and an adjusted EPS of $1.60, surpassing expectations despite a $5.7 billion impairment charge for its Oak Street Health business. The shift towards a tech-driven, AI-native platform is key to streamlining operations and enhancing medication delivery. Meanwhile, Teladoc Health faces challenges with a 2% revenue decline, and Thermo Fisher Scientific's acquisition of Clario highlights the ongoing consolidation in healthcare IT. Innovations like EmblemHealth's pharmacy benefit model and Healthmonix's Prism platform are paving the way for improved care delivery.#HealthcareIT #DigitalHealth #AIinHealthcare #Telemedicine #HealthTech #Innovation #EHR

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-CWVfHgTPlSWBMIrsFwv4G10jJ3n58", "object": "chat.completion", "created": 1761864251, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "CVS Health's Q3 results show a 7.8% revenue increase and an adjusted EPS of $1.60, surpassing expectations despite a $5.7 billion impairment charge for its Oak Street Health business. The shift towards a tech-driven, AI-native platform is key to streamlining operations and enhancing medication delivery. Meanwhile, Teladoc Health faces challenges with a 2% revenue decline, and Thermo Fisher Scientific's acquisition of Clario highlights the ongoing consolidation in healthcare IT. Innovations like EmblemHealth's pharmacy benefit model and Healthmonix's Prism platform are paving the way for improved care delivery. nn#HealthcareIT #DigitalHealth #AIinHealthcare #Telemedicine #HealthTech #Innovation #EHR", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1362, "completion_tokens": 147, "total_tokens": 1509, "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 - 1362
Completion Tokens - 147
Total Tokens - 1509

 

HLTH2025 Day 2: Robots, Prior Auth, and Real-World AI

Healthcare IT Today - (Thursday October 30, 2025) - Healthcare IT Today/ Videos

Robots in the exhibit hall. AI cutting delays in medication access. And a bold prediction about how we’ll look back on AI in healthcare five years from now. Day 2 at HLTH 2025 delivered...

Day 2 at HLTH 2025 showcased transformative healthcare technology. Highlights included robotic dispensing to enhance methadone access in rural areas and the rise of AI-driven prior authorization among providers. CVS Health shared insights on the future of AI, comparing it to blockchain, while innovative applications of AI addressed loneliness and care support for seniors. The Pearl in Charlotte emerged as a “living lab” for healthcare collaboration, capturing national attention. What innovations stood out to you at HLTH?#HLTH2025 #DigitalHealth #HealthIT #AIinHealthcare #Innovation #MentalHealthTech #OpioidCrisis

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-CWjr7krmBqGDFfCMsYhubhDiOL9fh", "object": "chat.completion", "created": 1761918801, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Day 2 at HLTH 2025 showcased transformative healthcare technology. Highlights included robotic dispensing to enhance methadone access in rural areas and the rise of AI-driven prior authorization among providers. CVS Health shared insights on the future of AI, comparing it to blockchain, while innovative applications of AI addressed loneliness and care support for seniors. The Pearl in Charlotte emerged as a “living lab” for healthcare collaboration, capturing national attention. What innovations stood out to you at HLTH? nn#HLTH2025 #DigitalHealth #HealthIT #AIinHealthcare #Innovation #MentalHealthTech #OpioidCrisis", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 362, "completion_tokens": 123, "total_tokens": 485, "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 - 362
Completion Tokens - 123
Total Tokens - 485

 

HLTH2025 Day 1: Data Quality, Caregivers, and Drug Pricing

Healthcare IT Today - (Thursday October 30, 2025) - Healthcare IT Today/ Videos

Good data decisions shape good patient outcomes. On Day 1 of HLTH 2025 in Las Vegas, the conversation centered on why quality data is the foundation for better AI, efficient workflows, and real progress...

Data quality is pivotal for enhancing patient outcomes, as highlighted on Day 1 of HLTH 2025. Key discussions emphasized that superior data fuels better AI, streamlines workflows, and drives meaningful advancements in healthcare. Notable insights included Rob Lowe advocating for caregiver support and medication accessibility, while Mark Cuban challenged the status quo of drug pricing. Grace Vinton's session focused on the importance of balance and wellbeing in leadership. Engaging with these themes is essential for healthcare IT professionals aiming to navigate the evolving landscape. What were your key takeaways from Day 1?#hlth2025 #HealthIT #DigitalHealth #AIinHealthcare #DataQuality #PatientExperience #drugpricing

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-CWjqMYL9r9s61Ofq0nkC9h6g9qY2G", "object": "chat.completion", "created": 1761918754, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Data quality is pivotal for enhancing patient outcomes, as highlighted on Day 1 of HLTH 2025. Key discussions emphasized that superior data fuels better AI, streamlines workflows, and drives meaningful advancements in healthcare. Notable insights included Rob Lowe advocating for caregiver support and medication accessibility, while Mark Cuban challenged the status quo of drug pricing. Grace Vinton's session focused on the importance of balance and wellbeing in leadership. Engaging with these themes is essential for healthcare IT professionals aiming to navigate the evolving landscape. What were your key takeaways from Day 1? nn#hlth2025 #HealthIT #DigitalHealth #AIinHealthcare #DataQuality #PatientExperience #drugpricing", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 377, "completion_tokens": 138, "total_tokens": 515, "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 - 377
Completion Tokens - 138
Total Tokens - 515

 

Review: Omnissa Horizon Secures and Improves Work From Anywhere

HealthTech Magazine - (Thursday October 30, 2025) - Frequent Updates/ HealthTech Magazine

The COVID-19 pandemic permanently reshaped healthcare work, accelerating the shift toward hybrid care models and distributed teams. But for many organizations, legacy virtual desktop infrastructure solutions — weighed down by complexity, performance issues and...

The Omnissa Horizon platform revolutionizes hybrid healthcare work by delivering a secure, multicloud VDI solution that enhances user experience while maintaining robust security. Designed for diverse environments, it optimizes performance across devices and operating systems, ensuring seamless access to critical applications. Key features include instant cloning for quick desktop provisioning and layered security measures that protect sensitive data. This platform empowers IT teams to manage complex healthcare environments efficiently, reducing downtime and supporting patient care delivery.#HealthcareIT #VDI #CloudComputing #Cybersecurity #DigitalTransformation #HybridWork #PatientCare

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

{ "id": "chatcmpl-CWTCyKGP0p6ATR4pRddGN9TGDh0Mz", "object": "chat.completion", "created": 1761854808, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The Omnissa Horizon platform revolutionizes hybrid healthcare work by delivering a secure, multicloud VDI solution that enhances user experience while maintaining robust security. Designed for diverse environments, it optimizes performance across devices and operating systems, ensuring seamless access to critical applications. Key features include instant cloning for quick desktop provisioning and layered security measures that protect sensitive data. This platform empowers IT teams to manage complex healthcare environments efficiently, reducing downtime and supporting patient care delivery. nn#HealthcareIT #VDI #CloudComputing #Cybersecurity #DigitalTransformation #HybridWork #PatientCare", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 5935, "completion_tokens": 113, "total_tokens": 6048, "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 - 5935
Completion Tokens - 113
Total Tokens - 6048

 

CustoMED scores $6M for 3D printing surgical tools

MobiHealthNews - (Thursday October 30, 2025) - Frequent Updates/ MobiHealthNews

CustoMED scores $6M for 3D printing surgical tools | Mobi Health News Skip to main content...

CustoMED has successfully secured $6 million in funding to advance its innovative 3D printing technology for surgical tools. This investment highlights the growing importance of additive manufacturing in healthcare, enabling the creation of customized, precise instruments that enhance surgical outcomes. As the industry evolves, the integration of 3D printing is set to revolutionize surgical practices, offering tailored solutions that meet specific patient needs. This funding marks a significant step forward in the intersection of technology and healthcare, paving the way for more efficient and effective surgical procedures.#HealthcareIT #3DPrinting #SurgicalInnovation #AdditiveManufacturing #MedTech #DigitalHealth #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-CWTXVnxuj3LfIaJK4cQ51PnT6Gchu", "object": "chat.completion", "created": 1761856081, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "CustoMED has successfully secured $6 million in funding to advance its innovative 3D printing technology for surgical tools. This investment highlights the growing importance of additive manufacturing in healthcare, enabling the creation of customized, precise instruments that enhance surgical outcomes. As the industry evolves, the integration of 3D printing is set to revolutionize surgical practices, offering tailored solutions that meet specific patient needs. This funding marks a significant step forward in the intersection of technology and healthcare, paving the way for more efficient and effective surgical procedures. nn#HealthcareIT #3DPrinting #SurgicalInnovation #AdditiveManufacturing #MedTech #DigitalHealth #HealthTech", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 285, "completion_tokens": 130, "total_tokens": 415, "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 - 285
Completion Tokens - 130
Total Tokens - 415

 

Arya Health lands $18.2M to expand post-acute platform

MobiHealthNews - (Thursday October 30, 2025) - Frequent Updates/ MobiHealthNews

Arya Health lands $18.2M to expand post-acute platform | Mobi Health News Skip to main content...

Exciting news in healthcare IT! Arya Health has secured $18.2 million to enhance its post-acute care platform. This funding will enable the company to innovate and expand its services, addressing the critical needs of patients transitioning from hospital to home. As the industry evolves, investments like this highlight the importance of technology in improving patient outcomes and streamlining care processes. Stay tuned for how Arya Health's advancements will shape the future of post-acute care!#HealthcareIT #DigitalHealth #HealthTech #PatientCare #Innovation #Funding #PostAcuteCare

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-CWSDYMCsVMzelz3FmEL8dQMFVPdSX", "object": "chat.completion", "created": 1761851000, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting news in healthcare IT! Arya Health has secured $18.2 million to enhance its post-acute care platform. This funding will enable the company to innovate and expand its services, addressing the critical needs of patients transitioning from hospital to home. As the industry evolves, investments like this highlight the importance of technology in improving patient outcomes and streamlining care processes. Stay tuned for how Arya Health's advancements will shape the future of post-acute care! nn#HealthcareIT #DigitalHealth #HealthTech #PatientCare #Innovation #Funding #PostAcuteCare", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 287, "completion_tokens": 115, "total_tokens": 402, "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 - 287
Completion Tokens - 115
Total Tokens - 402

 

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.