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AHPs urged to ‘be brave’ on digital as maturity gaps revealed

Digital Health - (Monday December 22, 2025) - Digital Health/ Frequent Updates

Prabha Vijayakumar, national chief AHP information officer, NHS England, Emma Jackson, chief AHP and nursing information officer, Norfolk Community Health and Care NHS Trust, and Amy Freeman, chief digital information officer, University Hospitals of...

Allied Health Professionals (AHPs) are urged to embrace digital leadership to fulfill the NHS's 10-year health plan. Experts highlighted a recent digital maturity assessment revealing significant gaps in digital leadership, AI literacy, and data analytics capabilities among AHPs, with only 28% maturity nationally. They emphasized the importance of collaboration and innovation, such as the rollout of electronic med fit notes. AHPs are encouraged to engage with digital leads and regional interest groups, ensuring they are active participants in the digital transformation. The future of patient care relies on AHPs stepping up and leveraging data-driven decisions. #HealthcareIT #DigitalHealth #AHPs #Leadership #AI #DataAnalytics #NHS

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-CpYTyjQwsYV7CijhKAFgusmscqx1o", "object": "chat.completion", "created": 1766403314, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Allied Health Professionals (AHPs) are urged to embrace digital leadership to fulfill the NHS's 10-year health plan. Experts highlighted a recent digital maturity assessment revealing significant gaps in digital leadership, AI literacy, and data analytics capabilities among AHPs, with only 28% maturity nationally. They emphasized the importance of collaboration and innovation, such as the rollout of electronic med fit notes. AHPs are encouraged to engage with digital leads and regional interest groups, ensuring they are active participants in the digital transformation. The future of patient care relies on AHPs stepping up and leveraging data-driven decisions. #HealthcareIT #DigitalHealth #AHPs #Leadership #AI #DataAnalytics #NHS", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 912, "completion_tokens": 142, "total_tokens": 1054, "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_644f11dd4d" }

Prompt Tokens - 912
Completion Tokens - 142
Total Tokens - 1054

 

Why Rural Health Transformation Must Include Maternal Health

HIT Consultant - (Monday December 22, 2025) - Digital Health/ Frequent Updates/ HIT Consultant

Anish Sebastian, CEO and co-founder of BabyscriptsCongress’ most recent budget reconciliation bill included controversial cuts to Medicaid spending. The legislation slashed hundreds of billions of dollars from the program over the next decade, a move that is...

Rural health transformation is critical, especially for maternal health, as recent Medicaid cuts threaten care access. The $50 billion Rural Health Transformation Program (RHTP) aims to innovate rural healthcare delivery, focusing on maternal health challenges like hypertensive disorders of pregnancy. Remote patient monitoring (RPM) offers a practical solution, enabling expectant mothers to transmit vital health data from home, ensuring timely interventions. By aligning with RHTP goals, maternal RPM can catalyze sustainable change in rural healthcare. Let’s leverage this opportunity to enhance care for women and families in underserved areas. #RuralHealth #MaternalHealth #HealthInnovation #RemotePatientMonitoring #HealthcareIT #Medicaid #PublicHealth

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-CpemJCBzDfHlZe6uPVdQTJePYAAyu", "object": "chat.completion", "created": 1766427515, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Rural health transformation is critical, especially for maternal health, as recent Medicaid cuts threaten care access. The $50 billion Rural Health Transformation Program (RHTP) aims to innovate rural healthcare delivery, focusing on maternal health challenges like hypertensive disorders of pregnancy. Remote patient monitoring (RPM) offers a practical solution, enabling expectant mothers to transmit vital health data from home, ensuring timely interventions. By aligning with RHTP goals, maternal RPM can catalyze sustainable change in rural healthcare. Let’s leverage this opportunity to enhance care for women and families in underserved areas. #RuralHealth #MaternalHealth #HealthInnovation #RemotePatientMonitoring #HealthcareIT #Medicaid #PublicHealth", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1558, "completion_tokens": 139, "total_tokens": 1697, "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_ee69c2ef48" }

Prompt Tokens - 1558
Completion Tokens - 139
Total Tokens - 1697

 

NHS England quietly removes open source policy web pages

Digital Health - (Monday December 22, 2025) - Digital Health/ Frequent Updates

NHS England has removed open source policy pages from its websites without any announcement or explanation to the public. Open source software allows source code to be publicly available to view and scrutinise, in contrast...

🚨 The recent removal of open source policy pages by NHS England raises significant concerns within the healthcare IT community. Dr. Marcus Baw highlights the critical role of open source software in driving innovation, reducing costs, and enhancing transparency in our systems. The lack of public announcement or explanation for this decision is troubling, especially given the potential benefits of open source in avoiding catastrophic failures like the Horizon IT scandal. As we navigate the future of healthcare technology, embracing open source could be pivotal for improving patient safety and operational efficiency. #HealthIT #OpenSource #Innovation #PatientSafety #NHS #HealthcareTechnology #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

{ "id": "chatcmpl-CpW3HZcY09RmohK6tbM9zu4mCEkV7", "object": "chat.completion", "created": 1766393971, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "🚨 The recent removal of open source policy pages by NHS England raises significant concerns within the healthcare IT community. Dr. Marcus Baw highlights the critical role of open source software in driving innovation, reducing costs, and enhancing transparency in our systems. The lack of public announcement or explanation for this decision is troubling, especially given the potential benefits of open source in avoiding catastrophic failures like the Horizon IT scandal. As we navigate the future of healthcare technology, embracing open source could be pivotal for improving patient safety and operational efficiency. #HealthIT #OpenSource #Innovation #PatientSafety #NHS #HealthcareTechnology #DigitalHealth", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 723, "completion_tokens": 123, "total_tokens": 846, "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_644f11dd4d" }

Prompt Tokens - 723
Completion Tokens - 123
Total Tokens - 846

 

NSW Health audit flags systemic IT security failures and more briefs

Healthcare IT news - (Monday December 22, 2025) - Frequent Updates/ Healthcare IT News

NSW Health audit flags systemic IT security failures and more briefs | Healthcare IT News Skip to main content...

A recent NSW Health audit has revealed alarming systemic IT security failures, highlighting critical vulnerabilities within healthcare systems. The report emphasizes the urgent need for enhanced cybersecurity measures to protect sensitive patient data and ensure operational integrity. As healthcare IT professionals, we must prioritize robust security frameworks and proactive risk management strategies to address these challenges. The findings serve as a wake-up call to the industry, reminding us of our responsibility to safeguard healthcare technology.#HealthIT #Cybersecurity #DataProtection #HealthcareInnovation #ITAudit #PatientSafety #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-CpVQmabLQYDoCXVfv2hfzjN0mIFEd", "object": "chat.completion", "created": 1766391584, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "A recent NSW Health audit has revealed alarming systemic IT security failures, highlighting critical vulnerabilities within healthcare systems. The report emphasizes the urgent need for enhanced cybersecurity measures to protect sensitive patient data and ensure operational integrity. As healthcare IT professionals, we must prioritize robust security frameworks and proactive risk management strategies to address these challenges. The findings serve as a wake-up call to the industry, reminding us of our responsibility to safeguard healthcare technology. nn#HealthIT #Cybersecurity #DataProtection #HealthcareInnovation #ITAudit #PatientSafety #HealthTech", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 277, "completion_tokens": 105, "total_tokens": 382, "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_644f11dd4d" }

Prompt Tokens - 277
Completion Tokens - 105
Total Tokens - 382

 

$9M funding to power mental health with AI and more briefs

MobiHealthNews - (Monday December 22, 2025) - Frequent Updates/ MobiHealthNews

$9M funding to power mental health with AI and more briefs | MobiHealthNews Skip to main content...

Exciting developments in mental health tech! A recent $9M funding round is set to enhance AI-driven solutions for mental health care, promising improved patient outcomes and accessibility. This investment underscores the growing recognition of technology's role in mental health support. Additionally, the blog highlights other notable industry updates, emphasizing the ongoing innovation in healthcare IT. As we navigate these advancements, collaboration and knowledge-sharing among professionals will be key to maximizing impact.#MentalHealth #HealthTech #AI #HealthcareIT #Innovation #DigitalHealth #FundingNews

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-CpVB6las6dEW87JcRktftV4v7sNoN", "object": "chat.completion", "created": 1766390612, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting developments in mental health tech! A recent $9M funding round is set to enhance AI-driven solutions for mental health care, promising improved patient outcomes and accessibility. This investment underscores the growing recognition of technology's role in mental health support. Additionally, the blog highlights other notable industry updates, emphasizing the ongoing innovation in healthcare IT. As we navigate these advancements, collaboration and knowledge-sharing among professionals will be key to maximizing impact. nn#MentalHealth #HealthTech #AI #HealthcareIT #Innovation #DigitalHealth #FundingNews", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 282, "completion_tokens": 106, "total_tokens": 388, "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_644f11dd4d" }

Prompt Tokens - 282
Completion Tokens - 106
Total Tokens - 388

 

DXS International Cyberattack Threatens NHS Patient Data

DistilINFO Hospital IT - (Monday December 22, 2025) - Daily Reads/ DistilINFO Hospital IT

DXS International, a United Kingdom-based healthcare technology provider serving England’s National Health Service (NHS), has become the latest victim of a significant cybersecurity breach that potentially compromises sensitive patient information and highlights growing vulnerabilities...

The recent cyberattack on DXS International has raised alarms about the vulnerability of NHS patient data. The breach, detected on December 14, involved a sophisticated ransomware group, DevMan, claiming responsibility for extracting around 300 gigabytes of sensitive information. While DXS International has initiated emergency response protocols and collaborated with NHS cybersecurity teams, the full extent of compromised data remains under investigation. This incident highlights the pressing need for robust cybersecurity measures in healthcare technology, as providers face increasing threats. As we navigate these challenges, safeguarding patient information must remain a top priority. #Cybersecurity #HealthIT #NHS #Ransomware #PatientSafety #DataProtection #HealthcareSecurity

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-CpVYIhuHKoT5PjNjafudvHGDGxX4u", "object": "chat.completion", "created": 1766392050, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The recent cyberattack on DXS International has raised alarms about the vulnerability of NHS patient data. The breach, detected on December 14, involved a sophisticated ransomware group, DevMan, claiming responsibility for extracting around 300 gigabytes of sensitive information. While DXS International has initiated emergency response protocols and collaborated with NHS cybersecurity teams, the full extent of compromised data remains under investigation. This incident highlights the pressing need for robust cybersecurity measures in healthcare technology, as providers face increasing threats. As we navigate these challenges, safeguarding patient information must remain a top priority. #Cybersecurity #HealthIT #NHS #Ransomware #PatientSafety #DataProtection #HealthcareSecurity", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1408, "completion_tokens": 133, "total_tokens": 1541, "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_644f11dd4d" }

Prompt Tokens - 1408
Completion Tokens - 133
Total Tokens - 1541

 

NBFC Status Protected Despite RBI Lending Restrictions

DistilINFO Hospital IT - (Monday December 22, 2025) - Daily Reads/ DistilINFO Hospital IT

NCLAT Ruling on NBFC Status The National Company Law Appellate Tribunal (NCLAT) in New Delhi has delivered a landmark judgment clarifying the regulatory status of non-banking financial companies facing lending restrictions. The tribunal categorically held...

The NCLAT's recent ruling clarifies that non-banking financial companies (NBFCs) retain their financial service provider status despite lending restrictions imposed by the RBI. This landmark decision ensures that temporary regulatory actions do not alter an NBFC's classification under the Insolvency and Bankruptcy Code (IBC), thus maintaining stability in the financial services sector. Creditors cannot initiate insolvency proceedings against these entities, as only the RBI has the authority to do so, reinforcing the need for specialized oversight in financial distress situations. This ruling is pivotal for the regulatory landscape, ensuring that NBFCs are protected during challenging times.#HealthcareIT #FinancialServices #NBFC #Insolvency #RBI #RegulatoryCompliance #FinancialStability

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-CpT2VyX9kEqDy4IkFXgCb5qJfw7Ht", "object": "chat.completion", "created": 1766382391, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The NCLAT's recent ruling clarifies that non-banking financial companies (NBFCs) retain their financial service provider status despite lending restrictions imposed by the RBI. This landmark decision ensures that temporary regulatory actions do not alter an NBFC's classification under the Insolvency and Bankruptcy Code (IBC), thus maintaining stability in the financial services sector. Creditors cannot initiate insolvency proceedings against these entities, as only the RBI has the authority to do so, reinforcing the need for specialized oversight in financial distress situations. This ruling is pivotal for the regulatory landscape, ensuring that NBFCs are protected during challenging times. nn#HealthcareIT #FinancialServices #NBFC #Insolvency #RBI #RegulatoryCompliance #FinancialStability", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1123, "completion_tokens": 149, "total_tokens": 1272, "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_644f11dd4d" }

Prompt Tokens - 1123
Completion Tokens - 149
Total Tokens - 1272

 

Monday Morning Update 12/22/25

HIStalk - (Sunday December 21, 2025) - Daily Reads/ HIStalk

Top News New Mountain Capital private equity president Matt Holt leaves the firm after nearly 25 years to combine five of New Mountain’s healthcare portfolio companies into Thoreau, which will use AI to...

In this week's update, New Mountain Capital's Matt Holt departs to merge five healthcare companies into Thoreau, leveraging AI to cut costs. Notably, Leona Health secures $14M to launch an AI copilot for WhatsApp, enhancing physician-patient communication. Meanwhile, HHS seeks input on boosting healthcare AI adoption, and concerns arise over the VA's EHR rollout amidst unresolved issues. Additionally, generous donations support STEM education in underfunded schools. As we navigate these developments, the integration of technology and compassionate care remains crucial.#HealthcareIT #AIinHealthcare #HealthTech #DigitalHealth #STEMEducation #HealthcareInnovation #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-CpHhEEXR0gJqD8e1zEOlIpn4IRObu", "object": "chat.completion", "created": 1766338788, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In this week's update, New Mountain Capital's Matt Holt departs to merge five healthcare companies into Thoreau, leveraging AI to cut costs. Notably, Leona Health secures $14M to launch an AI copilot for WhatsApp, enhancing physician-patient communication. Meanwhile, HHS seeks input on boosting healthcare AI adoption, and concerns arise over the VA's EHR rollout amidst unresolved issues. Additionally, generous donations support STEM education in underfunded schools. As we navigate these developments, the integration of technology and compassionate care remains crucial. nn#HealthcareIT #AIinHealthcare #HealthTech #DigitalHealth #STEMEducation #HealthcareInnovation #EHR", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1310, "completion_tokens": 135, "total_tokens": 1445, "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_644f11dd4d" }

Prompt Tokens - 1310
Completion Tokens - 135
Total Tokens - 1445

 

Educational Psychologist Dr. Tere Linzey on What Students Can Do to Optimize Their Brains

eHealth Radio Network - (Sunday December 21, 2025) - eHealth Radio Network/ Podcasts

 Dr. Tere Linzey, a Licensed Educational Psychologist and the founder of BrainMatterZ, a program meant to improve auditory processing, executive functioning skills, attention/focus, and memory in youths joins eHealth Radio and the Brain Health...

In a rapidly evolving educational landscape, Dr. Tere Linzey emphasizes the importance of "brain optimization" for students. With over 30 years of experience, she explores the impact of AI on cognitive abilities, the concept of neuroplasticity, and effective strategies to enhance test-taking skills. Dr. Linzey advocates for a balanced approach to technology use, promoting activities like puzzles and social engagement to strengthen cognitive functions. Her insights are invaluable for educators and parents looking to empower students in a hyper-competitive environment.#BrainHealth #Neuroplasticity #Education #CognitiveSkills #AI #MentalWellness #EdTech

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-Cp46Q15lRKE6sM5SkXA0qHJ103CJI", "object": "chat.completion", "created": 1766286534, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In a rapidly evolving educational landscape, Dr. Tere Linzey emphasizes the importance of "brain optimization" for students. With over 30 years of experience, she explores the impact of AI on cognitive abilities, the concept of neuroplasticity, and effective strategies to enhance test-taking skills. Dr. Linzey advocates for a balanced approach to technology use, promoting activities like puzzles and social engagement to strengthen cognitive functions. Her insights are invaluable for educators and parents looking to empower students in a hyper-competitive environment. nn#BrainHealth #Neuroplasticity #Education #CognitiveSkills #AI #MentalWellness #EdTech", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 838, "completion_tokens": 128, "total_tokens": 966, "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_644f11dd4d" }

Prompt Tokens - 838
Completion Tokens - 128
Total Tokens - 966

 

Predicting Invasiveness of Lung Adenocarcinoma from Chest CT with Few-shot Vision-Language Ternary Classification Model

npj Digital Medicine - (Saturday December 20, 2025) - Frequent Updates/ npj Digital Medicine

Preoperative differentiation of preinvasive lesions, minimally invasive adenocarcinomas, and invasive adenocarcinomas within pure ground-glass nodules (pGGNs) is challenging. Herein, this study investigated the potential of vision-language models to assist radiologists in noninvasively predicting pGGN...

Exciting advancements in lung cancer diagnostics! A recent study explores the use of a Few-shot Vision-Language Ternary Classification Model to predict the invasiveness of lung adenocarcinoma from chest CT scans. By analyzing 848 patients with pathologically confirmed pure ground-glass nodules (pGGNs), the model outperformed traditional methods, enhancing radiologists' ability to differentiate between preinvasive, minimally invasive, and invasive lesions. This innovative approach could significantly improve early diagnosis and treatment planning in oncology.#HealthcareIT #AIinMedicine #LungCancer #Radiology #MachineLearning #DigitalHealth #CancerDiagnosis

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-Cp1WZ3kMMqaCfANhDmfGrOr7761ws", "object": "chat.completion", "created": 1766276623, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting advancements in lung cancer diagnostics! A recent study explores the use of a Few-shot Vision-Language Ternary Classification Model to predict the invasiveness of lung adenocarcinoma from chest CT scans. By analyzing 848 patients with pathologically confirmed pure ground-glass nodules (pGGNs), the model outperformed traditional methods, enhancing radiologists' ability to differentiate between preinvasive, minimally invasive, and invasive lesions. This innovative approach could significantly improve early diagnosis and treatment planning in oncology. nn#HealthcareIT #AIinMedicine #LungCancer #Radiology #MachineLearning #DigitalHealth #CancerDiagnosis", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 12078, "completion_tokens": 126, "total_tokens": 12204, "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_644f11dd4d" }

Prompt Tokens - 12078
Completion Tokens - 126
Total Tokens - 12204

 

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.