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Diverging trajectories of trust in healthcare and on-line information seeking: what’s next with LLMs

npj Digital Medicine - (Sunday February 1, 2026) - Frequent Updates/ npj Digital Medicine

As technology evolves, so does the way people engage with it—especially when it comes to health information. Over the past 25 years, the explosive growth in internet use has been paralleled by an equally...

As healthcare evolves, so does the relationship between patients and information sources. The rise of online health information seeking coincides with a decline in trust in the healthcare system, driven by cost and accessibility issues. Large language models (LLMs) present an opportunity to bridge this gap, offering personalized, context-aware health information. By integrating LLMs into patient care, healthcare systems can enhance trust, improve health literacy, and foster deeper patient engagement. Embracing these technologies is essential for the future of healthcare.#HealthIT #DigitalHealth #AIinHealthcare #PatientEngagement #HealthLiteracy #HealthcareInnovation #TrustInHealthcare

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 - 21246
Completion Tokens - 127
Total Tokens - 21373

 

What impact has healow had on your organization and the patients’ experience?

Healthcare IT Today - (Saturday January 31, 2026) - Healthcare IT Today/ Videos

When patients don’t have to re-enter the same information every visit, everyone wins.Josh Baker shares how healow pre-populates histories and streamlines check-in — helping patients and staff get to care faster.🔗 https://www.healthcareittoday.com/2025/10/22/time-saving-features-in-eclinicalworks-that-help-clinicians-be-more-efficient/#eClinicalWorks #ClinicianExperience #healthtech...

Discover how healow is transforming patient experiences and enhancing organizational efficiency! Josh Baker highlights the significant impact of pre-populating patient histories and streamlining check-in processes, allowing both patients and staff to access care more swiftly. This innovation not only reduces repetitive data entry but also fosters a more seamless healthcare journey. Embracing technology like healow can lead to improved satisfaction for both patients and providers. Let’s continue to explore solutions that elevate the healthcare experience!#eClinicalWorks #PatientExperience #HealthIT #HealthcareInnovation #DigitalHealth #HITsm #EfficiencyInHealthcare

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 - 232
Completion Tokens - 114
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Weekly Roundup – January 31, 2026

Healthcare IT Today - (Saturday January 31, 2026) - Daily Reads/ Healthcare IT Today

Welcome to our Healthcare IT Today Weekly Roundup. Each week, we’ll be providing a look back at the articles we posted and why they’re important to the healthcare IT community. We hope this gives...

🚀 The intersection of AI and healthcare is reshaping our industry! This week, we explored key insights from behavioral health AI notetaking to the ROI of interoperability. Notable highlights include GE HealthCare's push to utilize underused data in radiology and the evolution of digital health solutions showcased at CES 2026. We also tackled challenges in EMPI systems and medication management complexities for EHR vendors. Plus, check out the latest funding and M&A activities shaping our landscape. Stay informed and engaged with these pivotal trends! #HealthTech #AIinHealthcare #Interoperability #DigitalHealth #EHR #HealthcareInnovation #HealthEquity

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 - 1075
Completion Tokens - 130
Total Tokens - 1205

 

Embedding clinical intelligence to help close care gaps

Healthcare IT news - (Saturday January 31, 2026) - Frequent Updates/ Healthcare IT News

Partnerships can help resolve the complexity and variability of health systems, says Andrew Albano, Jr., who is speaking at HIMSS26. Andrew W. Albano, Jr., vice president of Atlantic Health System in New Jersey and...

Unlocking the potential of clinical intelligence can significantly close care gaps in healthcare. Andrew Albano, Jr. of Atlantic Health System emphasizes the importance of partnerships in navigating health system complexities. At HIMSS26, he will discuss how a collaboration with Innovaccer led to a dashboard that provides real-time patient data, resulting in a 22.1% increase in closed quality care gaps. Accurate Hierarchical Condition Category coding is also crucial for effective benchmarking. By leveraging clinical intelligence, healthcare providers can enhance care delivery and optimize health outcomes.#HealthcareIT #ClinicalIntelligence #HIMSS26 #DataDrivenCare #HealthOutcomes #ChronicDiseaseManagement #ACO

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 - 601
Completion Tokens - 134
Total Tokens - 735

 

Impact of Mobilization Facilitated by Wearable Device Enhanced Patient Monitoring/Electrophysiology Pod–Based Feedback on Postoperative Complications Following Colorectal Cancer Surgery: Randomized Controlled Trial

JMIR mHealth and uHealth - (Saturday January 31, 2026) - Frequent Updates/ JMIR mHealth and uHealth

Background: Enhanced Recovery After Surgery (ERAS) guidelines recommend early postoperative mobilization to reduce complications, but adherence is often suboptimal, highlighting the need for effective tools to monitor and encourage movement. The Mindray ePM/ep pod,...

Wearable devices are transforming postoperative care! A recent randomized controlled trial assessed the impact of the Mindray ePM/ep pod on patient mobilization following colorectal cancer surgery. While the study aimed to reduce complications through real-time activity feedback, results showed no significant difference in the Comprehensive Complication Index between feedback and control groups. Notably, adherence to mobilization remains a challenge. This highlights the importance of innovative monitoring solutions in enhancing patient recovery. As we advance in healthcare IT, let’s continue exploring effective strategies for improving patient outcomes.#HealthcareIT #WearableTech #PatientMonitoring #SurgeryRecovery #DigitalHealth #ERAS #ClinicalTrials

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-D3r4HmZhGWPtkGwN363mSNp0qlYn3", "object": "chat.completion", "created": 1769811349, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Wearable devices are transforming postoperative care! A recent randomized controlled trial assessed the impact of the Mindray ePM/ep pod on patient mobilization following colorectal cancer surgery. While the study aimed to reduce complications through real-time activity feedback, results showed no significant difference in the Comprehensive Complication Index between feedback and control groups. Notably, adherence to mobilization remains a challenge. This highlights the importance of innovative monitoring solutions in enhancing patient recovery. As we advance in healthcare IT, let’s continue exploring effective strategies for improving patient outcomes. nn#HealthcareIT #WearableTech #PatientMonitoring #SurgeryRecovery #DigitalHealth #ERAS #ClinicalTrials", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 614, "completion_tokens": 130, "total_tokens": 744, "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_1590f93f9d" }

Prompt Tokens - 614
Completion Tokens - 130
Total Tokens - 744

 

Meditech founder Neil Pappalardo dies at 83

Healthcare IT news - (Saturday January 31, 2026) - Frequent Updates/ Healthcare IT News

Meditech founder Neil Pappalardo dies at 83 | Healthcare IT News Skip to main content...

The healthcare IT community mourns the loss of Meditech founder Neil Pappalardo, who passed away at 83. His visionary leadership transformed healthcare technology, paving the way for innovative electronic health records and improving patient care. Pappalardo's legacy will continue to inspire future generations in the industry. As we reflect on his contributions, let us honor his commitment to advancing healthcare through technology.#HealthcareIT #Meditech #Innovation #EHR #HealthTech #Leadership #Legacy

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-D3tU0LHYKIDYQhWZMNjGv3YiTT9eQ", "object": "chat.completion", "created": 1769820632, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The healthcare IT community mourns the loss of Meditech founder Neil Pappalardo, who passed away at 83. His visionary leadership transformed healthcare technology, paving the way for innovative electronic health records and improving patient care. Pappalardo's legacy will continue to inspire future generations in the industry. As we reflect on his contributions, let us honor his commitment to advancing healthcare through technology. nn#HealthcareIT #Meditech #Innovation #EHR #HealthTech #Leadership #Legacy", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 276, "completion_tokens": 98, "total_tokens": 374, "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_1590f93f9d" }

Prompt Tokens - 276
Completion Tokens - 98
Total Tokens - 374

 

The Landscape of Mobile Apps for Healthy Eating: Case Study for a Systematic Review and Quality Assessment

JMIR mHealth and uHealth - (Saturday January 31, 2026) - Frequent Updates/ JMIR mHealth and uHealth

Background: Mobile apps are being increasingly used to foster healthy lifestyles. There is a growing need for clear, standardized guidelines to help users select safe and effective health apps. Objective: Our study aimed to...

In the evolving landscape of mobile health (mHealth), our systematic review reveals a critical need for standardized quality assessments of healthy eating apps. Out of 41 apps evaluated by certification bodies, only 5 (12.2%) met expert quality standards. This underscores the importance of rigorous evaluation processes to guide users toward effective health solutions. Establishing clear guidelines for developers can enhance app reliability and promote evidence-based practices in health technology. Let's prioritize transparency and quality in mHealth to empower healthier lifestyles! #mHealth #HealthIT #DigitalHealth #HealthyEating #AppQuality #HealthTech #NutritionApps

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-D3r3hgr07oqoOEdMrIqSE1w75mr2Y", "object": "chat.completion", "created": 1769811313, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In the evolving landscape of mobile health (mHealth), our systematic review reveals a critical need for standardized quality assessments of healthy eating apps. Out of 41 apps evaluated by certification bodies, only 5 (12.2%) met expert quality standards. This underscores the importance of rigorous evaluation processes to guide users toward effective health solutions. Establishing clear guidelines for developers can enhance app reliability and promote evidence-based practices in health technology. Let's prioritize transparency and quality in mHealth to empower healthier lifestyles! #mHealth #HealthIT #DigitalHealth #HealthyEating #AppQuality #HealthTech #NutritionApps", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 598, "completion_tokens": 119, "total_tokens": 717, "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_1590f93f9d" }

Prompt Tokens - 598
Completion Tokens - 119
Total Tokens - 717

 

Decagon raises $250M for AI agents, triples valuation to $4.5B

MobiHealthNews - (Friday January 30, 2026) - Frequent Updates/ MobiHealthNews

Decagon raises $250M for AI agents, triples valuation to $4.5B | MobiHealthNews Skip to main...

Decagon's recent $250M funding round has propelled its valuation to an impressive $4.5B, underscoring the growing demand for AI-driven healthcare solutions. This significant investment highlights the potential of AI agents to transform patient care and operational efficiency in healthcare settings. As we witness rapid advancements in technology, the integration of AI in healthcare is not just a trend but a necessity for future growth. The implications for healthcare IT professionals are vast, as we adapt to these innovations and their impact on the industry.#HealthcareIT #AIinHealthcare #DigitalHealth #HealthTech #Innovation #Investment #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.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

{ "id": "chatcmpl-D3oV7IUmlaTtwMeUYbmkYmgxX9aHv", "object": "chat.completion", "created": 1769801481, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Decagon's recent $250M funding round has propelled its valuation to an impressive $4.5B, underscoring the growing demand for AI-driven healthcare solutions. This significant investment highlights the potential of AI agents to transform patient care and operational efficiency in healthcare settings. As we witness rapid advancements in technology, the integration of AI in healthcare is not just a trend but a necessity for future growth. The implications for healthcare IT professionals are vast, as we adapt to these innovations and their impact on the industry. nn#HealthcareIT #AIinHealthcare #DigitalHealth #HealthTech #Innovation #Investment #FutureOfHealthcare", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 289, "completion_tokens": 124, "total_tokens": 413, "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_1590f93f9d" }

Prompt Tokens - 289
Completion Tokens - 124
Total Tokens - 413

 

Successful AI adoption requires meaningful change management

Healthcare IT news - (Friday January 30, 2026) - Frequent Updates/ Healthcare IT News

Successful AI adoption requires meaningful change management | Healthcare IT News Skip to main content...

Successful AI adoption in healthcare transcends technology; it hinges on effective change management. To harness AI's full potential, organizations must prioritize cultural shifts, stakeholder engagement, and continuous training. Emphasizing collaboration between IT and clinical teams is vital for overcoming resistance and ensuring seamless integration. By fostering an adaptive mindset, healthcare professionals can drive innovation and improve patient outcomes. Embrace the transformative power of AI, but remember: meaningful change is the key to success.#HealthcareIT #AIinHealthcare #ChangeManagement #DigitalTransformation #HealthTech #Innovation #PatientCare

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

{ "id": "chatcmpl-D3nuGUN7GlLrCi0u7YUQFb0FNOZyL", "object": "chat.completion", "created": 1769799196, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Successful AI adoption in healthcare transcends technology; it hinges on effective change management. To harness AI's full potential, organizations must prioritize cultural shifts, stakeholder engagement, and continuous training. Emphasizing collaboration between IT and clinical teams is vital for overcoming resistance and ensuring seamless integration. By fostering an adaptive mindset, healthcare professionals can drive innovation and improve patient outcomes. Embrace the transformative power of AI, but remember: meaningful change is the key to success. nn#HealthcareIT #AIinHealthcare #ChangeManagement #DigitalTransformation #HealthTech #Innovation #PatientCare", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 266, "completion_tokens": 112, "total_tokens": 378, "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_1590f93f9d" }

Prompt Tokens - 266
Completion Tokens - 112
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The Safe AI in Medicaid Alliance can help providers hone their tactics

Healthcare IT news - (Friday January 30, 2026) - Frequent Updates/ Healthcare IT News

The Safe AI in Medicaid Alliance can help providers hone their tactics | Healthcare IT News...

The Safe AI in Medicaid Alliance is transforming how healthcare providers optimize their strategies. By leveraging artificial intelligence, this initiative empowers organizations to enhance patient care, streamline operations, and ensure compliance with regulations. Collaboration among stakeholders fosters innovation and addresses challenges in Medicaid services, ultimately leading to improved health outcomes. As we navigate the complexities of healthcare IT, embracing AI can be a game-changer for providers looking to refine their tactics and deliver exceptional value.#HealthcareIT #ArtificialIntelligence #Medicaid #PatientCare #HealthTech #Innovation #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.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

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Prompt Tokens - 276
Completion Tokens - 108
Total Tokens - 384

 

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.