ChatGPT Summaries
Planet-wide performance of a skin disease AI algorithm validated in Koreanpj Digital Medicine - (Wednesday October 8, 2025) - AI/ Frequent Updates/ npj Digital Medicine | |
![]() | To address the diversity of skin conditions and the low prevalence of skin cancers, we curated a large hospital dataset (National Information Society Agency, Seoul, Korea [NIA] dataset; 70 diseases, 152,443 images) and collected... Exciting advancements in dermatology! A recent study validated an AI algorithm for diagnosing skin diseases across global populations, utilizing a comprehensive dataset from Korea. The algorithm achieved a sensitivity of 78.2% and specificity of 88.0% for skin cancer detection. Notably, it demonstrated varying performance based on regional disease prevalence, highlighting the potential of AI in enhancing dermatologic surveillance worldwide. This research underscores the importance of real-world data in evaluating AI effectiveness in clinical practice.#HealthcareIT #ArtificialIntelligence #Dermatology #SkinCancer #DigitalHealth #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. { "id": "chatcmpl-CON9c8Ye8x2eLorNsd0lmiJaQmX6w", "object": "chat.completion", "created": 1759924912, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting advancements in dermatology! A recent study validated an AI algorithm for diagnosing skin diseases across global populations, utilizing a comprehensive dataset from Korea. The algorithm achieved a sensitivity of 78.2% and specificity of 88.0% for skin cancer detection. Notably, it demonstrated varying performance based on regional disease prevalence, highlighting the potential of AI in enhancing dermatologic surveillance worldwide. This research underscores the importance of real-world data in evaluating AI effectiveness in clinical practice. nn#HealthcareIT #ArtificialIntelligence #Dermatology #SkinCancer #DigitalHealth #HealthTech #Innovation", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 24808, "completion_tokens": 118, "total_tokens": 24926, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" } Prompt Tokens - 24808 |
Korean researchers demonstrate privacy-protecting AI for medical imagingMobiHealthNews - (Wednesday October 8, 2025) - Frequent Updates/ MobiHealthNews | |
![]() | Korean researchers demonstrate privacy-protecting AI for medical imaging | Mobi Health News Skip to main content... Korean researchers have unveiled groundbreaking AI technology designed to enhance medical imaging while safeguarding patient privacy. This innovative approach leverages advanced algorithms to ensure that sensitive data remains secure, addressing a critical concern in healthcare IT. By integrating privacy protection with imaging capabilities, this development paves the way for more secure and efficient patient care. As we continue to navigate the intersection of technology and healthcare, such advancements are crucial in fostering trust and improving outcomes.#HealthcareIT #AIMedicalImaging #PatientPrivacy #HealthTech #Innovation #DataSecurity #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. { "id": "chatcmpl-COLzgac0IoZaQjEg8ckRg31LQo5dM", "object": "chat.completion", "created": 1759920452, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Korean researchers have unveiled groundbreaking AI technology designed to enhance medical imaging while safeguarding patient privacy. This innovative approach leverages advanced algorithms to ensure that sensitive data remains secure, addressing a critical concern in healthcare IT. By integrating privacy protection with imaging capabilities, this development paves the way for more secure and efficient patient care. As we continue to navigate the intersection of technology and healthcare, such advancements are crucial in fostering trust and improving outcomes. nn#HealthcareIT #AIMedicalImaging #PatientPrivacy #HealthTech #Innovation #DataSecurity #DigitalHealth", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 279, "completion_tokens": 111, "total_tokens": 390, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" } Prompt Tokens - 279 |
AI tells when to stop antidepressant intakeMobiHealthNews - (Wednesday October 8, 2025) - Frequent Updates/ MobiHealthNews | |
![]() | AI tells when to stop antidepressant intake | Mobi Health News Skip to main content... AI is revolutionizing mental health care by determining optimal times for patients to discontinue antidepressant use. This innovative approach leverages data analytics to personalize treatment plans, potentially reducing the risk of relapse and improving patient outcomes. As healthcare IT professionals, we must embrace these advancements to enhance clinical decision-making and patient safety. The integration of AI into mental health treatment represents a significant step forward in delivering tailored healthcare solutions.#HealthcareIT #AIinHealthcare #MentalHealth #DigitalHealth #PatientCare #DataAnalytics #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. { "id": "chatcmpl-COLz3eBcJp6koatKnY8okZhxX6rP8", "object": "chat.completion", "created": 1759920413, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "AI is revolutionizing mental health care by determining optimal times for patients to discontinue antidepressant use. This innovative approach leverages data analytics to personalize treatment plans, potentially reducing the risk of relapse and improving patient outcomes. As healthcare IT professionals, we must embrace these advancements to enhance clinical decision-making and patient safety. The integration of AI into mental health treatment represents a significant step forward in delivering tailored healthcare solutions. nn#HealthcareIT #AIinHealthcare #MentalHealth #DigitalHealth #PatientCare #DataAnalytics #HealthTech", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 273, "completion_tokens": 103, "total_tokens": 376, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" } Prompt Tokens - 273 |
GP chatbot integration offers early alcohol adviceDigital Health - (Wednesday October 8, 2025) - AI/ Digital Health/ Frequent Updates | |
![]() | Patients will be signposted to alcohol advice from Drinkaware through the AI Surgery Assist chatbot, used by GP surgeries across the UK. Through a partnership between X-on Health and the UK alcohol charity, patients engaging... Exciting developments in healthcare IT! X-on Health is partnering with Drinkaware to integrate alcohol advice into GP practices via the AI Surgery Assist chatbot. This initiative aims to provide patients with immediate, non-judgmental support for alcohol-related concerns, aligning with NHS's 10-year health plan. By streamlining patient interactions, practices can preserve clinician time for critical appointments while guiding patients to essential self-help resources. As Karen Tyrell from Drinkaware emphasizes, this collaboration exemplifies the potential of AI in enhancing patient care.#HealthcareIT #DigitalHealth #AIinHealthcare #PatientCare #NHS #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. { "id": "chatcmpl-CON2ee0RtIT77Lp4BULtWFrspyQEK", "object": "chat.completion", "created": 1759924480, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting developments in healthcare IT! X-on Health is partnering with Drinkaware to integrate alcohol advice into GP practices via the AI Surgery Assist chatbot. This initiative aims to provide patients with immediate, non-judgmental support for alcohol-related concerns, aligning with NHS's 10-year health plan. By streamlining patient interactions, practices can preserve clinician time for critical appointments while guiding patients to essential self-help resources. As Karen Tyrell from Drinkaware emphasizes, this collaboration exemplifies the potential of AI in enhancing patient care. nn#HealthcareIT #DigitalHealth #AIinHealthcare #PatientCare #NHS #HealthTech #Innovation", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 589, "completion_tokens": 126, "total_tokens": 715, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" } Prompt Tokens - 589 |
Systematic review: digital biomarkers of fatigue in chronic diseasesnpj Digital Medicine - (Wednesday October 8, 2025) - Frequent Updates/ npj Digital Medicine | |
![]() | This systematic review explores the relationship between digital biomarkers, measured using wearable devices, and fatigue in patients with chronic diseases. Studies included in this review focused on individuals with diseases or conditions in 13... Digital biomarkers are transforming the management of fatigue in chronic diseases. A recent systematic review highlights the correlation between objective measures from wearable devices and self-reported fatigue across various conditions, including MS, RA, and cancer. Key findings indicate that reduced physical activity and increased sedentary behavior are consistently linked to higher fatigue levels. This underscores the potential of digital biomarkers to inform personalized fatigue management strategies. As we continue to harness technology in healthcare, integrating these insights could significantly enhance patient outcomes.#DigitalHealth #WearableTech #ChronicDisease #FatigueManagement #HealthIT #Biomarkers #PatientCare As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text. { "id": "chatcmpl-COKg1KVf6uwQ78B1SL5xxipopXK1Z", "object": "chat.completion", "created": 1759915389, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Digital biomarkers are transforming the management of fatigue in chronic diseases. A recent systematic review highlights the correlation between objective measures from wearable devices and self-reported fatigue across various conditions, including MS, RA, and cancer. Key findings indicate that reduced physical activity and increased sedentary behavior are consistently linked to higher fatigue levels. This underscores the potential of digital biomarkers to inform personalized fatigue management strategies. As we continue to harness technology in healthcare, integrating these insights could significantly enhance patient outcomes. nn#DigitalHealth #WearableTech #ChronicDisease #FatigueManagement #HealthIT #Biomarkers #PatientCare", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 27719, "completion_tokens": 120, "total_tokens": 27839, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" } Prompt Tokens - 27719 |
NHSE to launch national ambient voice technologies registryDigital Health - (Wednesday October 8, 2025) - AI/ Digital Health/ Frequent Updates | |
![]() | Dr Alec Price-Forbes, national chief clinical information officer for England (Credit: Jordan Sollof)NHS England is launching a national ambient voice technologies (AVT) self-certified registry for suppliers to show evidence of compliance, England’s national... NHS England is set to launch a national ambient voice technologies (AVT) self-certified registry, aimed at ensuring compliance among suppliers. Dr. Alec Price-Forbes emphasized that AVT, which transcribes patient consultations, is a strategic enabler for the NHS, addressing workforce pressures and enhancing patient experiences. The registry will establish clear standards, including AI-specific criteria, to bolster safety governance. With promising results from trials, the push for AVT adoption faces regulatory hurdles. Price-Forbes also highlighted the importance of digital transformation in the NHS's 10-year health plan, showcasing technology as a catalyst for change.#HealthTech #AIinHealthcare #DigitalTransformation #NHS #VoiceTechnology #Innovation #PatientCare As a healthcare IT expert, write a 100-word extractive summarization based on a blog post from the given text for posting on LinkedIn. The summary should capture key ideas from the entire post and its headings while staying focused, clear, and engaging. Use 5-7 relevant and popular online hashtags that are most likely to drive visibility and engagement. Avoid adding URLs or calls to action, and ensure the language is optimized for LinkedIn engagement style with a variable potential hook or attention-grabbing statement. The target audience is other healthcare IT professionals. Following is the title and text. { "id": "chatcmpl-COKUOaVHWcy9AWNRGTtmXXf7RFEV2", "object": "chat.completion", "created": 1759914668, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "NHS England is set to launch a national ambient voice technologies (AVT) self-certified registry, aimed at ensuring compliance among suppliers. Dr. Alec Price-Forbes emphasized that AVT, which transcribes patient consultations, is a strategic enabler for the NHS, addressing workforce pressures and enhancing patient experiences. The registry will establish clear standards, including AI-specific criteria, to bolster safety governance. With promising results from trials, the push for AVT adoption faces regulatory hurdles. Price-Forbes also highlighted the importance of digital transformation in the NHS's 10-year health plan, showcasing technology as a catalyst for change. nn#HealthTech #AIinHealthcare #DigitalTransformation #NHS #VoiceTechnology #Innovation #PatientCare", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 775, "completion_tokens": 146, "total_tokens": 921, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" } Prompt Tokens - 775 |
The Science of Biophotons: Illuminating Health and Healing in Modern MedicineHIT Consultant - (Wednesday October 8, 2025) - Frequent Updates/ HIT Consultant | |
![]() | Dr. Seth Robinson, Medical Director, Tesla BioHealingFor millennia, light has symbolized vitality and healing across cultures and religions. Ancient traditions, from Ayurveda’s prana to the radiant halos in Christian iconography, often depicted light as... Light has long symbolized healing, and modern science is uncovering the role of biophotons—ultra-weak photon emissions from living organisms—in health and diagnostics. From their historical roots in ancient wisdom to their current applications in cellular communication, biophotons are redefining our understanding of health. Research indicates they could serve as non-invasive diagnostic tools, revealing cellular health and disease states. Moreover, emerging therapies like low-level light therapy show promise in enhancing cellular functions. As we bridge ancient knowledge with modern biophysics, the future of biophotonic medicine shines bright.#Biophotonics #HealthcareInnovation #MedicalTechnology #Diagnostics #LightTherapy #CellularHealth #FutureOfMedicine 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. { "id": "chatcmpl-COIcrc4xpejSxNivS2JU0S2TcPJTG", "object": "chat.completion", "created": 1759907505, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Light has long symbolized healing, and modern science is uncovering the role of biophotons—ultra-weak photon emissions from living organisms—in health and diagnostics. From their historical roots in ancient wisdom to their current applications in cellular communication, biophotons are redefining our understanding of health. Research indicates they could serve as non-invasive diagnostic tools, revealing cellular health and disease states. Moreover, emerging therapies like low-level light therapy show promise in enhancing cellular functions. As we bridge ancient knowledge with modern biophysics, the future of biophotonic medicine shines bright. nn#Biophotonics #HealthcareInnovation #MedicalTechnology #Diagnostics #LightTherapy #CellularHealth #FutureOfMedicine", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1580, "completion_tokens": 144, "total_tokens": 1724, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" } Prompt Tokens - 1580 |
Beyond HIPAA Compliance: Why Healthcare Must Mandate Encryption of ePHI NowHIT Consultant - (Wednesday October 8, 2025) - Frequent Updates/ HIT Consultant | |
![]() | Kurt Markley, Managing Director, Americas at ApricornData breaches and ransomware attacks have become a persistent and costly challenge in the healthcare sector. As the Change Healthcare ransomware attack shows us, these threats continue to... In the face of escalating data breaches and ransomware attacks, healthcare organizations must prioritize the encryption of electronic protected health information (ePHI). Proposed updates to the HIPAA Security Rule suggest making encryption a mandatory standard, shifting it from a best practice to a baseline requirement. This proactive approach not only enhances patient data security but also positions organizations favorably for audits and regulatory compliance. Embracing encryption, alongside a zero-trust security model and ongoing staff training, is essential for safeguarding sensitive information and maintaining trust in the healthcare sector. #HealthcareIT #Cybersecurity #ePHI #HIPAA #DataProtection #Encryption #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. { "id": "chatcmpl-COIc7nVw8w7KFVdvvGat0IhtcvHjp", "object": "chat.completion", "created": 1759907459, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In the face of escalating data breaches and ransomware attacks, healthcare organizations must prioritize the encryption of electronic protected health information (ePHI). Proposed updates to the HIPAA Security Rule suggest making encryption a mandatory standard, shifting it from a best practice to a baseline requirement. This proactive approach not only enhances patient data security but also positions organizations favorably for audits and regulatory compliance. Embracing encryption, alongside a zero-trust security model and ongoing staff training, is essential for safeguarding sensitive information and maintaining trust in the healthcare sector. #HealthcareIT #Cybersecurity #ePHI #HIPAA #DataProtection #Encryption #HealthTech", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1344, "completion_tokens": 126, "total_tokens": 1470, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" } Prompt Tokens - 1344 |
News 10/8/25HIStalk - (Wednesday October 8, 2025) - Daily Reads/ HIStalk | |
![]() | Top NewsThe VA will add nine sites to its Oracle Health EHR rollout in 2026. Four Michigan sites will also go live in 2026.Sponsored Events and ResourcesSurvey: “What’s your take on the value... The healthcare landscape is evolving rapidly, with significant developments in EHR implementations and funding for innovative technologies. The VA plans to expand its Oracle Health EHR rollout to nine additional sites in 2026, while healthcare AI company Heidi secures $65 million in Series B funding. Notably, Qualtrics will acquire Press Ganey for $6.75 billion, indicating a strong interest in enhancing patient experience. A recent report highlights alarming trends in healthcare spending and access, emphasizing the need for systemic change. As we navigate these challenges, collaboration and innovation will be key. #HealthTech #EHR #HealthcareInnovation #AIinHealthcare #PatientExperience #HealthcareFunding #Telehealth 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. { "id": "chatcmpl-COCcMw0cUvyJKSqUQGUzh3y5JYcSN", "object": "chat.completion", "created": 1759884410, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The healthcare landscape is evolving rapidly, with significant developments in EHR implementations and funding for innovative technologies. The VA plans to expand its Oracle Health EHR rollout to nine additional sites in 2026, while healthcare AI company Heidi secures $65 million in Series B funding. Notably, Qualtrics will acquire Press Ganey for $6.75 billion, indicating a strong interest in enhancing patient experience. A recent report highlights alarming trends in healthcare spending and access, emphasizing the need for systemic change. As we navigate these challenges, collaboration and innovation will be key. #HealthTech #EHR #HealthcareInnovation #AIinHealthcare #PatientExperience #HealthcareFunding #Telehealth", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1107, "completion_tokens": 136, "total_tokens": 1243, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" } Prompt Tokens - 1107 |
Evaluation of Mobile Intermittent Fasting Applications in Chinese App Stores: Quality Evaluations and Content AnalysisJMIR mHealth and uHealth - (Wednesday October 8, 2025) - Frequent Updates/ JMIR mHealth and uHealth | |
![]() | Background: Obesity and related disorders are rising globally, especially in China, where they are linked to chronic diseases like diabetes and cardiovascular issues. As intermittent fasting gains popularity for weight management, the use of... The rise of obesity in China highlights the need for effective health solutions, with intermittent fasting (IF) apps gaining traction. Our systematic evaluation of 34 IF apps from major Chinese app stores reveals significant quality disparities. Utilizing the User Version of the Mobile Application Rating Scale (uMARS), we assessed features like engagement, functionality, and aesthetics. The average uMARS score was 4.35, indicating promising app quality but with room for improvement, particularly in aesthetics. This study serves as a guide for users seeking reliable IF apps and a call to developers to enhance their offerings. #HealthcareIT #MobileHealth #IntermittentFasting #AppEvaluation #DigitalHealth #HealthTech #UserExperience 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. { "id": "chatcmpl-COBJEnPgrs8RTXN3krO1bctxUNljQ", "object": "chat.completion", "created": 1759879380, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The rise of obesity in China highlights the need for effective health solutions, with intermittent fasting (IF) apps gaining traction. Our systematic evaluation of 34 IF apps from major Chinese app stores reveals significant quality disparities. Utilizing the User Version of the Mobile Application Rating Scale (uMARS), we assessed features like engagement, functionality, and aesthetics. The average uMARS score was 4.35, indicating promising app quality but with room for improvement, particularly in aesthetics. This study serves as a guide for users seeking reliable IF apps and a call to developers to enhance their offerings. #HealthcareIT #MobileHealth #IntermittentFasting #AppEvaluation #DigitalHealth #HealthTech #UserExperience", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 548, "completion_tokens": 140, "total_tokens": 688, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_560af6e559" } Prompt Tokens - 548 |











