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Multicentre evaluation of deep learning CT autosegmentation of the head and neck region for radiotherapy

npj Digital Medicine - (Tuesday May 27, 2025) - Frequent Updates/ npj Digital Medicine

This is a multi-institutional study to evaluate a head-and-neck CT auto-segmentation software across seven institutions globally. 11 lymph node levels and 7 organs-at-risk contours were evaluated in a two-phase study design. Time savings were...

Exciting advancements in radiotherapy are here! A multicenter study evaluated a deep learning CT autosegmentation tool across seven institutions, revealing significant time savings of up to 49% in contouring head and neck regions. While auto-segmentation harmonizes practices and reduces inter-observer variability, results show varied clinical benefits across different regions and institutions. This highlights the importance of institution-specific commissioning for optimal outcomes. As we embrace AI in healthcare, understanding these nuances is crucial for maximizing its potential.#HealthcareIT #Radiotherapy #DeepLearning #AIinHealthcare #MedicalResearch #Innovation #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

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Prompt Tokens - 26797
Completion Tokens - 122
Total Tokens - 26919

 

Getting Executive Leaders to Buy-In to a Zero Trust Security Framework

Healthcare IT Today - (Tuesday May 27, 2025) - Healthcare IT Today/ Videos

You may be completely onboard with implementing Zero Trust at your organization - but others at your organization might not be.Tamer Baker, Healthcare CTO at Zscaler, offers tips on how to get these people...

In the evolving landscape of healthcare IT, securing patient data is paramount. Tamer Baker, Healthcare CTO at Zscaler, emphasizes the importance of gaining executive buy-in for a Zero Trust security framework. He shares strategies to align Zero Trust initiatives with organizational goals, ensuring that all stakeholders understand its long-term benefits. By fostering collaboration and demonstrating value, healthcare leaders can effectively champion a culture of security. Embracing Zero Trust is not just a trend; it's a vital strategy for safeguarding sensitive information in today's digital age.#ZeroTrust #HealthcareIT #Cybersecurity #DataProtection #Leadership #Zscaler #ViVE25

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-BbkDzkXdl2D8eWK3Eoe5xyCganJIH", "object": "chat.completion", "created": 1748335523, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In the evolving landscape of healthcare IT, securing patient data is paramount. Tamer Baker, Healthcare CTO at Zscaler, emphasizes the importance of gaining executive buy-in for a Zero Trust security framework. He shares strategies to align Zero Trust initiatives with organizational goals, ensuring that all stakeholders understand its long-term benefits. By fostering collaboration and demonstrating value, healthcare leaders can effectively champion a culture of security. Embracing Zero Trust is not just a trend; it's a vital strategy for safeguarding sensitive information in today's digital age. nn#ZeroTrust #HealthcareIT #Cybersecurity #DataProtection #Leadership #Zscaler #ViVE25", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 244, "completion_tokens": 126, "total_tokens": 370, "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_34a54ae93c" }

Prompt Tokens - 244
Completion Tokens - 126
Total Tokens - 370

 

Feasibility and Effects of a Gait Assistance and Gait Resistance Training Program Using a Walking-Assist Wearable Robot for Community-Dwelling Older Adults: Single-Group, Pre-, and Posttest Study

JMIR mHealth and uHealth - (Tuesday May 27, 2025) - Frequent Updates/ JMIR mHealth and uHealth

Background: Two-thirds of people aged 65 and older require help with daily activities such as eating, bathing, and getting in and out of bed or a chair. Walking-assist wearable robots have shown significant improvements...

Innovative solutions like walking-assist wearable robots are transforming care for older adults. A recent study assessed a 6-week gait assistance and resistance training program involving 23 community-dwelling seniors, revealing significant improvements in functional performance and leg muscle strength. This research highlights the potential of technology in enhancing mobility and independence for those aged 65 and older. As we continue to explore the intersection of healthcare and technology, findings like these pave the way for future advancements in elder care.#HealthcareIT #WearableTechnology #ElderCare #AgingPopulation #MobilitySolutions #HealthInnovation #GaitTraining

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-BbaiV3b9H52MbbDrBOqiGJG1amH7f", "object": "chat.completion", "created": 1748298975, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Innovative solutions like walking-assist wearable robots are transforming care for older adults. A recent study assessed a 6-week gait assistance and resistance training program involving 23 community-dwelling seniors, revealing significant improvements in functional performance and leg muscle strength. This research highlights the potential of technology in enhancing mobility and independence for those aged 65 and older. As we continue to explore the intersection of healthcare and technology, findings like these pave the way for future advancements in elder care. nn#HealthcareIT #WearableTechnology #ElderCare #AgingPopulation #MobilitySolutions #HealthInnovation #GaitTraining", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 391, "completion_tokens": 122, "total_tokens": 513, "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_34a54ae93c" }

Prompt Tokens - 391
Completion Tokens - 122
Total Tokens - 513

 

Preferences and Willingness to Pay for Health App Assessments Among Health Care Stakeholders: Discrete Choice Experiment

JMIR mHealth and uHealth - (Monday May 26, 2025) - Frequent Updates/ JMIR mHealth and uHealth

Background: The adoption of high-quality health apps has been slow, despite the myriad benefits associated with their use. This is partly due to concerns regarding the effectiveness, safety, and data privacy of such apps....

The slow adoption of high-quality health apps is largely due to concerns over effectiveness, safety, and data privacy. This study reveals that both health app developers and system representatives are willing to invest significantly in quality assessments that facilitate clinical guideline integration and reimbursement. Key findings indicate that developers are willing to pay an additional €9020 for assessments that enhance app uptake, while health system representatives would pay €7037 for assessments that boost clinician and patient willingness to use evaluated apps. Collaborative efforts among stakeholders are essential for scaling these assessments and driving adoption. #HealthTech #DigitalHealth #HealthApps #QualityAssessment #HealthcareInnovation #DataPrivacy #ClinicalGuidelines

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-BbVIkDlgrJ6ZQnjNMi9nBVLNKy10m", "object": "chat.completion", "created": 1748278158, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The slow adoption of high-quality health apps is largely due to concerns over effectiveness, safety, and data privacy. This study reveals that both health app developers and system representatives are willing to invest significantly in quality assessments that facilitate clinical guideline integration and reimbursement. Key findings indicate that developers are willing to pay an additional €9020 for assessments that enhance app uptake, while health system representatives would pay €7037 for assessments that boost clinician and patient willingness to use evaluated apps. Collaborative efforts among stakeholders are essential for scaling these assessments and driving adoption. #HealthTech #DigitalHealth #HealthApps #QualityAssessment #HealthcareInnovation #DataPrivacy #ClinicalGuidelines", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 709, "completion_tokens": 128, "total_tokens": 837, "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_34a54ae93c" }

Prompt Tokens - 709
Completion Tokens - 128
Total Tokens - 837

 

Reactions to the Latest KLAS Reports – Healthcare IT Today Podcast Episode 167

Healthcare IT Today - (Monday May 26, 2025) - Healthcare IT Today/ Videos

For the 167th episode of the Healthcare IT Today Podcast, we are sharing our reactions to the latest KLAS reports! We start this episode by discussing our reactions to the US Acute Care EHR...

In the latest episode of the Healthcare IT Today Podcast, we dive into the recent KLAS reports, offering insights on key findings from the US Acute Care EHR Market Share Report, Data & Analytics Platform Report, Healthcare Management Consulting Report, and PACS Report. Each report highlights critical trends and shifts in the healthcare IT landscape, providing valuable perspectives for professionals in our field. Tune in to discover what these insights mean for the future of healthcare technology!#HealthcareIT #EHR #DataAnalytics #HealthTech #KLASReports #HealthcareInnovation #PACS

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-BbXubZSykmAp7CTvzUfkc4Ouq35HC", "object": "chat.completion", "created": 1748288193, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In the latest episode of the Healthcare IT Today Podcast, we dive into the recent KLAS reports, offering insights on key findings from the US Acute Care EHR Market Share Report, Data & Analytics Platform Report, Healthcare Management Consulting Report, and PACS Report. Each report highlights critical trends and shifts in the healthcare IT landscape, providing valuable perspectives for professionals in our field. Tune in to discover what these insights mean for the future of healthcare technology! nn#HealthcareIT #EHR #DataAnalytics #HealthTech #KLASReports #HealthcareInnovation #PACS", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 290, "completion_tokens": 112, "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_34a54ae93c" }

Prompt Tokens - 290
Completion Tokens - 112
Total Tokens - 402

 

AI Model Improves Hospital Delirium Detection

DistilINFO Hospital IT - (Monday May 26, 2025) - AI/ Daily Reads/ DistilINFO Hospital IT

Breakthrough Study Shows 400% Improvement in Detection Rates A groundbreaking multimodal AI model has revolutionized delirium detection in hospitalized patients, delivering remarkable improvements in treatment outcomes. Published in JAMA Network Open, this innovative machine learning...

A groundbreaking multimodal AI model has achieved a 400% improvement in delirium detection rates among hospitalized patients, as published in JAMA Network Open. This innovative approach leverages electronic medical records and natural language processing, significantly enhancing early identification and treatment of delirium—especially in elderly and ICU patients. Monthly detection rates surged from 4.42% to 17.17% post-implementation, leading to improved patient outcomes and reduced medication risks. This study underscores the transformative potential of AI in healthcare, paving the way for enhanced clinical decision-making and resource optimization.#HealthcareIT #AIinHealthcare #PatientSafety #MachineLearning #DeliriumDetection #ClinicalInnovation #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-BbS7GaZdMmAl3yzsy2xUB3bnxBqJQ", "object": "chat.completion", "created": 1748265914, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "A groundbreaking multimodal AI model has achieved a 400% improvement in delirium detection rates among hospitalized patients, as published in JAMA Network Open. This innovative approach leverages electronic medical records and natural language processing, significantly enhancing early identification and treatment of delirium—especially in elderly and ICU patients. Monthly detection rates surged from 4.42% to 17.17% post-implementation, leading to improved patient outcomes and reduced medication risks. This study underscores the transformative potential of AI in healthcare, paving the way for enhanced clinical decision-making and resource optimization. nn#HealthcareIT #AIinHealthcare #PatientSafety #MachineLearning #DeliriumDetection #ClinicalInnovation #HealthTech", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1027, "completion_tokens": 138, "total_tokens": 1165, "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_34a54ae93c" }

Prompt Tokens - 1027
Completion Tokens - 138
Total Tokens - 1165

 

Synchron Apple BCI Partnership Revolutionary Breakthrough

DistilINFO Hospital IT - (Monday May 26, 2025) - Daily Reads/ DistilINFO Hospital IT

Breakthrough Partnership Announcement Synchron, the pioneering brain-computer interface company based in New York, has achieved a groundbreaking milestone by becoming the first BCI company to integrate with Apple’s new BCI Human Interface Device (BCI HID)...

Exciting times in healthcare IT! Synchron has made history by partnering with Apple to integrate its pioneering brain-computer interface (BCI) with Apple's BCI Human Interface Device profile. This collaboration transforms digital interaction for individuals with motor impairments, enabling control of devices like iPhones and iPads using thoughts alone. With a minimally invasive approach, Synchron's technology promises enhanced independence for users. As brain-computer interfaces gain recognition alongside traditional input methods, we’re entering a new era of human-computer interaction. This partnership is a significant leap toward accessible technology for all.#HealthcareIT #BCI #DigitalInclusion #AssistiveTech #Innovation #Apple #Neurotechnology

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-BbS6J15nsxhWafaUm7nL05mM9UM5F", "object": "chat.completion", "created": 1748265855, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting times in healthcare IT! Synchron has made history by partnering with Apple to integrate its pioneering brain-computer interface (BCI) with Apple's BCI Human Interface Device profile. This collaboration transforms digital interaction for individuals with motor impairments, enabling control of devices like iPhones and iPads using thoughts alone. With a minimally invasive approach, Synchron's technology promises enhanced independence for users. As brain-computer interfaces gain recognition alongside traditional input methods, we’re entering a new era of human-computer interaction. This partnership is a significant leap toward accessible technology for all. nn#HealthcareIT #BCI #DigitalInclusion #AssistiveTech #Innovation #Apple #Neurotechnology", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1043, "completion_tokens": 136, "total_tokens": 1179, "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_62a23a81ef" }

Prompt Tokens - 1043
Completion Tokens - 136
Total Tokens - 1179

 

Remote COPD Rehabilitation Safe for Everyone

DistilINFO Hospital IT - (Monday May 26, 2025) - Daily Reads/ DistilINFO Hospital IT

Revolutionary Breakthrough in COPD Treatment Remote pulmonary rehabilitation represents a breakthrough in COPD management, offering safe and effective treatment options for patients requiring supplemental oxygen. Recent research demonstrates that telehealth-based rehabilitation programs can successfully expand...

Revolutionizing COPD management, remote pulmonary rehabilitation leverages telehealth to enhance patient access and safety. Recent studies show an impressive 88% attendance rate and 99% of participants experienced no adverse effects, including oxygen-dependent patients. This innovative approach combines personalized exercise plans, real-time monitoring, and educational support, effectively overcoming barriers to traditional care. As we embrace virtual rehabilitation, we can expect improved patient outcomes, reduced hospitalizations, and a brighter future for COPD management. Let's champion this transformative shift in healthcare!#HealthcareIT #Telehealth #COPD #RemoteRehabilitation #PatientCare #DigitalHealth #HealthInnovation

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-BbUuXdBwflQqbhlnepR6xPs7zMmIu", "object": "chat.completion", "created": 1748276657, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Revolutionizing COPD management, remote pulmonary rehabilitation leverages telehealth to enhance patient access and safety. Recent studies show an impressive 88% attendance rate and 99% of participants experienced no adverse effects, including oxygen-dependent patients. This innovative approach combines personalized exercise plans, real-time monitoring, and educational support, effectively overcoming barriers to traditional care. As we embrace virtual rehabilitation, we can expect improved patient outcomes, reduced hospitalizations, and a brighter future for COPD management. Let's champion this transformative shift in healthcare! nn#HealthcareIT #Telehealth #COPD #RemoteRehabilitation #PatientCare #DigitalHealth #HealthInnovation", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1075, "completion_tokens": 125, "total_tokens": 1200, "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_34a54ae93c" }

Prompt Tokens - 1075
Completion Tokens - 125
Total Tokens - 1200

 

Agile evaluation including two pragmatic trials on the uptake of a digital screening service

npj Digital Medicine - (Monday May 26, 2025) - Frequent Updates/ npj Digital Medicine

Digital screening may divert lower-risk persons to lower-cost online screening, or offer higher-risk non-responders a more acceptable alternative. Population-based uptake estimates are lacking. We conducted four studies within four weeks by inviting 1700 Londoners...

Exciting advancements in digital health! Our recent blog post discusses two pragmatic trials evaluating the uptake of a digital screening service. We invited 1,700 Londoners aged 40-74 to participate in a digital Health Check, testing various SMS invitations. Results showed a significant variation in uptake, from 12% to 20%, highlighting the impact of communication strategies. Additionally, reminders played a crucial role, with postal reminders proving to be twice as effective as SMS. These findings underscore the importance of agile evaluation in enhancing public health initiatives.#DigitalHealth #HealthTech #PublicHealth #Innovation #HealthcareIT #PatientEngagement #DataDriven

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-BbMo8TzewNzSdWfxOBSSq5CRbebtD", "object": "chat.completion", "created": 1748245508, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting advancements in digital health! Our recent blog post discusses two pragmatic trials evaluating the uptake of a digital screening service. We invited 1,700 Londoners aged 40-74 to participate in a digital Health Check, testing various SMS invitations. Results showed a significant variation in uptake, from 12% to 20%, highlighting the impact of communication strategies. Additionally, reminders played a crucial role, with postal reminders proving to be twice as effective as SMS. These findings underscore the importance of agile evaluation in enhancing public health initiatives. nn#DigitalHealth #HealthTech #PublicHealth #Innovation #HealthcareIT #PatientEngagement #DataDriven", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 11387, "completion_tokens": 129, "total_tokens": 11516, "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_54eb4bd693" }

Prompt Tokens - 11387
Completion Tokens - 129
Total Tokens - 11516

 

A systematic review of clinicians’ acceptance and use of clinical decision support systems over time

npj Digital Medicine - (Monday May 26, 2025) - AI/ Frequent Updates/ npj Digital Medicine

Existing reviews have identified factors influencing Clinical Decision Support (CDS) adoption by clinicians in practice but overlook the dynamic and evolving nature of technology and users’ needs over time. This review aimed to identify...

A systematic review reveals that clinicians' acceptance and use of Clinical Decision Support Systems (CDS) evolves significantly over time. Key findings indicate that factors influencing acceptance vary from early adoption to long-term use, with usability and workflow integration being crucial. Initial perceptions often shift as clinicians become familiar with the system, highlighting the importance of ongoing support and adaptation. This research underscores the need for targeted strategies to enhance CDS effectiveness throughout its lifecycle, ensuring sustained engagement and improved patient outcomes.#ClinicalDecisionSupport #HealthIT #DigitalHealth #HealthcareInnovation #PatientCare #HealthTech #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-BbMgck3k38IGhphulxPdRpeDsOdLk", "object": "chat.completion", "created": 1748245042, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "A systematic review reveals that clinicians' acceptance and use of Clinical Decision Support Systems (CDS) evolves significantly over time. Key findings indicate that factors influencing acceptance vary from early adoption to long-term use, with usability and workflow integration being crucial. Initial perceptions often shift as clinicians become familiar with the system, highlighting the importance of ongoing support and adaptation. This research underscores the need for targeted strategies to enhance CDS effectiveness throughout its lifecycle, ensuring sustained engagement and improved patient outcomes. nn#ClinicalDecisionSupport #HealthIT #DigitalHealth #HealthcareInnovation #PatientCare #HealthTech #EHR", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 28315, "completion_tokens": 116, "total_tokens": 28431, "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_54eb4bd693" }

Prompt Tokens - 28315
Completion Tokens - 116
Total Tokens - 28431

 

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.