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Digital Lifelines: Fortifying Healthcare’s Cybersecurity Amid Budget Cuts

HIT Consultant - (Monday July 14, 2025) - Frequent Updates/ HIT Consultant

Kory Daniels, Chief Information Security Officer at TrustwaveIT leaders in healthcare are no strangers to pressure. They are expected to safeguard sensitive patient data, maintain compliance, and ensure teams have the technology needed to...

In today's challenging landscape, healthcare IT leaders must navigate rising cyber threats while managing budget constraints. With the U.S. as a prime target for ransomware, the need for robust cybersecurity is urgent. Cost-cutting often jeopardizes essential security measures, yet the average breach costs nearly $9.7 million. Emphasizing cost-effective strategies like cloud-based tools, automation, and a culture of cybersecurity awareness can bolster defenses without straining resources. Collaboration with third-party experts further enhances resilience. Proactive cybersecurity investment is crucial; it’s about spending smarter, not more.#HealthcareIT #Cybersecurity #Ransomware #DataProtection #HealthTech #CloudSecurity #ITLeadership

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 - 1240
Completion Tokens - 135
Total Tokens - 1375

 

Asepha Secures $4M Seed for AI-Powered Pharmacy Operations

HIT Consultant - (Monday July 14, 2025) - AI/ Digital Health/ Frequent Updates/ HIT Consultant

What You Should Know:–  Asepha, a fast-growing startup leveraging AI agents for pharmacy automation, today announced the close of its $4 million Seed round, led by Glasswing Ventures and Core Innovation Capital.–  Panache, RedBud, and MGV...

🚀 Asepha is revolutionizing pharmacy operations with its innovative AI-driven solutions! With a successful $4M Seed round led by Glasswing Ventures, this startup is tackling the critical issue of understaffed pharmacies. Their advanced tools automate administrative tasks, allowing pharmacists to focus on patient care. Key features include a high-accuracy OCR prescription entry agent and an AI call agent that can handle up to 70% of inbound triage calls. As Asepha expands its footprint and partnerships, it’s set to redefine efficiency in healthcare.#HealthTech #AIinPharmacy #PharmacyAutomation #HealthcareInnovation #Startups #PatientCare #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-BtFKAdfKVRVIbKvaxi75bd1aY2ZIl", "object": "chat.completion", "created": 1752506646, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "🚀 Asepha is revolutionizing pharmacy operations with its innovative AI-driven solutions! With a successful $4M Seed round led by Glasswing Ventures, this startup is tackling the critical issue of understaffed pharmacies. Their advanced tools automate administrative tasks, allowing pharmacists to focus on patient care. Key features include a high-accuracy OCR prescription entry agent and an AI call agent that can handle up to 70% of inbound triage calls. As Asepha expands its footprint and partnerships, it’s set to redefine efficiency in healthcare. nn#HealthTech #AIinPharmacy #PharmacyAutomation #HealthcareInnovation #Startups #PatientCare #DigitalHealth", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 681, "completion_tokens": 133, "total_tokens": 814, "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 - 681
Completion Tokens - 133
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CIO Podcast – Episode 98: CIO in Retrospection with Rich Temple

Healthcare IT Today - (Monday July 14, 2025) - Healthcare IT Today/ Videos

For the 98th episode of the CIO podcast hosted by Healthcare IT Today, we are joined by Rich Temple, Former CIO! We kick this episode off with Temple sharing his greatest career achievement and...

In the latest episode of the CIO Podcast, Rich Temple, former CIO, reflects on his career milestones and lessons learned. He discusses the impact of meaningful use on EHR implementation and shares insights on what he would have changed in his approach as a CIO. The conversation explores the evolving landscape of healthcare IT and the future of the CIO role, emphasizing the importance of calculated risks. Temple also offers valuable advice for current CIOs navigating this dynamic environment. Join us for a thought-provoking discussion on leadership in healthcare IT!#HealthcareIT #CIOLeadership #EHR #HealthTech #DigitalTransformation #MeaningfulUse #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-BtGGD0QiF2EPR8hxhBqBBJ5bqI4YE", "object": "chat.completion", "created": 1752510245, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In the latest episode of the CIO Podcast, Rich Temple, former CIO, reflects on his career milestones and lessons learned. He discusses the impact of meaningful use on EHR implementation and shares insights on what he would have changed in his approach as a CIO. The conversation explores the evolving landscape of healthcare IT and the future of the CIO role, emphasizing the importance of calculated risks. Temple also offers valuable advice for current CIOs navigating this dynamic environment. Join us for a thought-provoking discussion on leadership in healthcare IT! nn#HealthcareIT #CIOLeadership #EHR #HealthTech #DigitalTransformation #MeaningfulUse #HealthInnovation", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 471, "completion_tokens": 126, "total_tokens": 597, "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 - 471
Completion Tokens - 126
Total Tokens - 597

 

North Bristol opens medical centre for 3D scanning and printing

Digital Health - (Monday July 14, 2025) - Digital Health/ Frequent Updates

North Bristol NHS Trust has opened a centre for 3D scanning and printing, providing technology for the development of bespoke prosthetics and devices. The centre, based in the Beckspool building in Frenchay, brings together expertise...

Exciting advancements in healthcare technology! North Bristol NHS Trust has launched a pioneering 3D Medical Centre focused on bespoke prosthetics and surgical models. This facility allows for innovative surface scanning, enabling real-time patient movement during scans, significantly improving the design of custom devices like helmets for infants. The centre also supports surgical planning with 3D models, enhancing precision in operations. Funded by generous donations, it stands as a testament to collaboration in the NHS. As we embrace these innovations, we pave the way for a future of personalized medicine. #HealthcareIT #3DPrinting #NHSInnovation #Prosthetics #SurgicalPlanning #DigitalHealth #MedTech

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-BtEhSHFB7p6GFJdaABKNmlA0SD3Qb", "object": "chat.completion", "created": 1752504246, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting advancements in healthcare technology! North Bristol NHS Trust has launched a pioneering 3D Medical Centre focused on bespoke prosthetics and surgical models. This facility allows for innovative surface scanning, enabling real-time patient movement during scans, significantly improving the design of custom devices like helmets for infants. The centre also supports surgical planning with 3D models, enhancing precision in operations. Funded by generous donations, it stands as a testament to collaboration in the NHS. As we embrace these innovations, we pave the way for a future of personalized medicine. #HealthcareIT #3DPrinting #NHSInnovation #Prosthetics #SurgicalPlanning #DigitalHealth #MedTech", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 585, "completion_tokens": 133, "total_tokens": 718, "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 - 585
Completion Tokens - 133
Total Tokens - 718

 

Systematic review and meta analysis of standalone digital behavior change interventions on physical activity

npj Digital Medicine - (Monday July 14, 2025) - Frequent Updates/ npj Digital Medicine

Physical inactivity contributes to chronic diseases globally. Digital behavior change interventions (DBCIs) offer scalable solutions, but previous meta-analyses often combined them with other interventions. This systematic review and meta-analysis evaluated the standalone effects of...

🚀 Exciting insights from a recent systematic review and meta-analysis reveal that standalone digital behavior change interventions (DBCIs) significantly enhance physical activity (PA) and body metrics among adults. With 18 randomized controlled trials included, findings show a moderate effect on PA and a notable impact on body metrics, particularly in adults with unhealthy conditions. This research underscores the potential of DBCIs as scalable, cost-effective solutions to combat physical inactivity and associated health risks. As we advance in digital health, tailored strategies based on individual health status are essential for maximizing benefits.#DigitalHealth #BehaviorChange #PhysicalActivity #HealthTech #eHealth #PublicHealth #Wellness

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-BtCGgvTuVQoAf0uHHAEXRXcuc0riT", "object": "chat.completion", "created": 1752494898, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "🚀 Exciting insights from a recent systematic review and meta-analysis reveal that standalone digital behavior change interventions (DBCIs) significantly enhance physical activity (PA) and body metrics among adults. With 18 randomized controlled trials included, findings show a moderate effect on PA and a notable impact on body metrics, particularly in adults with unhealthy conditions. This research underscores the potential of DBCIs as scalable, cost-effective solutions to combat physical inactivity and associated health risks. As we advance in digital health, tailored strategies based on individual health status are essential for maximizing benefits. nn#DigitalHealth #BehaviorChange #PhysicalActivity #HealthTech #eHealth #PublicHealth #Wellness", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 25429, "completion_tokens": 133, "total_tokens": 25562, "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 - 25429
Completion Tokens - 133
Total Tokens - 25562

 

AI tool for cancer detection to be trialled at seven NHS hospitals

Digital Health - (Monday July 14, 2025) - AI/ Digital Health/ Frequent Updates

An AI-powered tool designed for prostate cancer detection, QP-Prostate by Quibim, has been selected for rollout across seven NHS hospitals in England. This two-year initiative, announced on July 9, 2025, aims to enhance early diagnosis...

Exciting developments in cancer diagnostics! The NHS is set to trial QP-Prostate, an AI tool by Quibim, across seven hospitals to enhance early prostate cancer detection. This initiative aims to boost diagnosis rates to 75% by 2028, potentially identifying an additional 10.6% of early-stage cancers. With over 3,000 patients involved, the project seeks to address health disparities, particularly among Black men. By integrating AI into radiology workflows, we can improve diagnostic confidence and ensure equitable access to care. This milestone reflects our commitment to leveraging technology for better health outcomes. #HealthcareIT #AIinHealthcare #CancerDetection #ProstateCancer #NHS #HealthEquity #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-BtCCbQtUuui7iUDFYCXpm4WH3Tevv", "object": "chat.completion", "created": 1752494645, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting developments in cancer diagnostics! The NHS is set to trial QP-Prostate, an AI tool by Quibim, across seven hospitals to enhance early prostate cancer detection. This initiative aims to boost diagnosis rates to 75% by 2028, potentially identifying an additional 10.6% of early-stage cancers. With over 3,000 patients involved, the project seeks to address health disparities, particularly among Black men. By integrating AI into radiology workflows, we can improve diagnostic confidence and ensure equitable access to care. This milestone reflects our commitment to leveraging technology for better health outcomes. #HealthcareIT #AIinHealthcare #CancerDetection #ProstateCancer #NHS #HealthEquity #DigitalHealth", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 636, "completion_tokens": 145, "total_tokens": 781, "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 - 636
Completion Tokens - 145
Total Tokens - 781

 

Luton Sexual Health goes live with Inform Health EPR

Digital Health - (Monday July 14, 2025) - Digital Health/ Frequent Updates

Luton Sexual Health (LSH) has implemented Inform Health’s electronic patient record (EPR) and personal health record (PHR) systems as part of plans to increase patient access and improve service efficiencies. The PHR has been available...

Luton Sexual Health (LSH) has successfully launched Inform Health’s electronic patient record (EPR) and personal health record (PHR) systems, enhancing patient access and operational efficiency. Since going live, over 2,600 appointments have been made online, significantly reducing clerical pressure and empowering patients. The EPR system now provides real-time visibility of patient attendance, improving clinical workflows and safeguarding. Future phases will enable online access to STI results and document sharing. This collaboration exemplifies how technology can transform healthcare delivery and patient engagement.#HealthIT #EHR #PatientEngagement #DigitalHealth #HealthcareInnovation #Telehealth #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-Bt9hlT6MOOVatc4wMkWgz0jacza8w", "object": "chat.completion", "created": 1752485045, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Luton Sexual Health (LSH) has successfully launched Inform Health’s electronic patient record (EPR) and personal health record (PHR) systems, enhancing patient access and operational efficiency. Since going live, over 2,600 appointments have been made online, significantly reducing clerical pressure and empowering patients. The EPR system now provides real-time visibility of patient attendance, improving clinical workflows and safeguarding. Future phases will enable online access to STI results and document sharing. This collaboration exemplifies how technology can transform healthcare delivery and patient engagement. nn#HealthIT #EHR #PatientEngagement #DigitalHealth #HealthcareInnovation #Telehealth #HealthTech", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 665, "completion_tokens": 131, "total_tokens": 796, "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 - 665
Completion Tokens - 131
Total Tokens - 796

 

Monday Morning Update 7/14/25

HIStalk - (Sunday July 13, 2025) - Daily Reads/ HIStalk

Top NewsJohns Hopkins Health System launches Illustra Health, which applies analytics and Hopkins best practices to population health management.HIStalk Announcements and RequestsPoll respondents aren’t convinced that insurers will voluntarily streamline prior authorization New poll...

Exciting developments in healthcare IT! Johns Hopkins Health System has launched Illustra Health, leveraging analytics for enhanced population health management. Meanwhile, the Justice Department's controversial subpoenas for minors' medical records raise serious ethical concerns. As we navigate these challenges, the upcoming webinar on "Innovating the Consumer Experience Beyond the EMR" highlights the critical need for open standards to drive innovation and reduce integration costs. Let’s embrace these advancements while ensuring patient trust and compliance.#HealthcareIT #PopulationHealth #OpenStandards #DigitalHealth #PatientTrust #HealthTech #Innovation

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

{ "id": "chatcmpl-BstTKpuPcalRvGaJrYPNyMhsjEktP", "object": "chat.completion", "created": 1752422646, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting developments in healthcare IT! Johns Hopkins Health System has launched Illustra Health, leveraging analytics for enhanced population health management. Meanwhile, the Justice Department's controversial subpoenas for minors' medical records raise serious ethical concerns. As we navigate these challenges, the upcoming webinar on "Innovating the Consumer Experience Beyond the EMR" highlights the critical need for open standards to drive innovation and reduce integration costs. Let’s embrace these advancements while ensuring patient trust and compliance. nn#HealthcareIT #PopulationHealth #OpenStandards #DigitalHealth #PatientTrust #HealthTech #Innovation", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1067, "completion_tokens": 114, "total_tokens": 1181, "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 - 1067
Completion Tokens - 114
Total Tokens - 1181

 

Diagnosing pathologic myopia by identifying morphologic patterns using ultra widefield images with deep learning

npj Digital Medicine - (Sunday July 13, 2025) - Frequent Updates/ npj Digital Medicine

Pathologic myopia is a leading cause of visual impairment and blindness. While deep learning-based approaches aid in recognizing pathologic myopia using color fundus photography, they often rely on implicit patterns that lack clinical interpretability....

Harnessing deep learning and ultra-widefield imaging, researchers have developed RealMNet, a lightweight framework designed to diagnose pathologic myopia by identifying key morphologic patterns such as posterior staphyloma and myopic maculopathy. The study introduces a comprehensive dataset, PSMM, consisting of over 43,000 images, enabling robust training and evaluation. RealMNet demonstrates impressive performance metrics, including an F1 Score of 0.7970 and AUROC of 0.9745, showcasing its potential for clinical applications. This advancement not only enhances diagnostic accuracy but also addresses the challenges of data imbalance in multi-label learning, paving the way for improved patient outcomes in ophthalmology.#HealthcareIT #DeepLearning #MedicalImaging #Ophthalmology #AIinHealthcare #PathologicMyopia #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-BssHwkZES4lQDGjcAd8T9JnzQZNpg", "object": "chat.completion", "created": 1752418096, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Harnessing deep learning and ultra-widefield imaging, researchers have developed RealMNet, a lightweight framework designed to diagnose pathologic myopia by identifying key morphologic patterns such as posterior staphyloma and myopic maculopathy. The study introduces a comprehensive dataset, PSMM, consisting of over 43,000 images, enabling robust training and evaluation. RealMNet demonstrates impressive performance metrics, including an F1 Score of 0.7970 and AUROC of 0.9745, showcasing its potential for clinical applications. This advancement not only enhances diagnostic accuracy but also addresses the challenges of data imbalance in multi-label learning, paving the way for improved patient outcomes in ophthalmology. nn#HealthcareIT #DeepLearning #MedicalImaging #Ophthalmology #AIinHealthcare #PathologicMyopia #DigitalHealth", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 35785, "completion_tokens": 166, "total_tokens": 35951, "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 - 35785
Completion Tokens - 166
Total Tokens - 35951

 

A systematic review on patient and public attitudes toward health monitoring technologies across countries

npj Digital Medicine - (Saturday July 12, 2025) - Frequent Updates/ npj Digital Medicine

The market for digital health monitoring is expanding rapidly, with technologies that track health information and provide access to medical data promising benefits for users, particularly in areas with limited healthcare resources. To understand...

A systematic review of 562 studies reveals diverse global attitudes toward health monitoring technologies. While users generally express positive sentiments, significant concerns about privacy, usability, and access disparities persist, particularly between the Global North and South. The review highlights a geographic bias in research, with most studies concentrated in a few high-income countries, leaving underrepresented populations vulnerable. To enhance equitable healthcare integration, future research must prioritize diverse demographics and address the digital divide. This comprehensive analysis underscores the need for inclusive practices in the evolving landscape of digital health. #HealthTech #DigitalHealth #HealthEquity #PatientEngagement #HealthcareInnovation #Telehealth #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
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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.