ChatGPT Summaries
XRAIview Launches on Apple Vision Pro with Portable 3D DICOM ViewingHIT Consultant - (Wednesday October 1, 2025) - Digital Health/ Frequent Updates/ HIT Consultant | |
![]() | What You Should Know: – Medical imaging interpretation is entering a new dimension with the launch of XRAIview on Apple Vision Pro.– XRAIview is pioneering the use of spatial computing in radiology, allowing raw DICOM... Revolutionizing medical imaging, XRAIview has launched on Apple Vision Pro, marking a significant leap in radiology with immersive 3D DICOM viewing. This innovative platform allows clinicians to load raw DICOM files directly from devices or iCloud, enhancing workflow efficiency. Key features include high-detail 3D renderings, intuitive gesture controls, and simultaneous study comparisons, all designed for a portable and immersive experience. Developed with leading clinical institutions, XRAIview is set to transform healthcare delivery, paving the way for the upcoming XRAIconnect platform for multi-user collaboration.#HealthcareIT #MedicalImaging #Radiology #DigitalHealth #Innovation #AppleVisionPro #3DVisualization 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-CLvTNQzRe09oEGY30vi7lDsfFnnZ9", "object": "chat.completion", "created": 1759341849, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Revolutionizing medical imaging, XRAIview has launched on Apple Vision Pro, marking a significant leap in radiology with immersive 3D DICOM viewing. This innovative platform allows clinicians to load raw DICOM files directly from devices or iCloud, enhancing workflow efficiency. Key features include high-detail 3D renderings, intuitive gesture controls, and simultaneous study comparisons, all designed for a portable and immersive experience. Developed with leading clinical institutions, XRAIview is set to transform healthcare delivery, paving the way for the upcoming XRAIconnect platform for multi-user collaboration. nn#HealthcareIT #MedicalImaging #Radiology #DigitalHealth #Innovation #AppleVisionPro #3DVisualization", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 501, "completion_tokens": 141, "total_tokens": 642, "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 - 501 |
Healthcare AI News 10/1/25HIStalk - (Wednesday October 1, 2025) - AI/ Daily Reads/ HIStalk | |
![]() | News The White House issues an executive order, “Unlocking Cures for Pediatric Cancer with Artificial Intelligence,” that doubles HHS funding for the National Cancer Institute’s AI-driven childhood cancer data initiative. The FDA issues a Request for... Exciting developments in healthcare AI are reshaping the landscape! The White House's executive order aims to enhance funding for pediatric cancer initiatives, while the FDA seeks public input on evaluating AI-enabled medical devices. Amazon's latest Echo devices are enhancing user interactions with Alexa+, and SmarterDx's acquisition of Pieces Technologies marks a significant leap in AI-driven revenue management. Notably, a 20-year-old student has created ShotCaller, streamlining radiation mapping for oncologists. These innovations highlight the transformative potential of AI in healthcare.#HealthcareAI #PediatricCancer #DigitalHealth #AIinHealthcare #HealthTech #Innovation #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. { "id": "chatcmpl-CLuE8kNmyFBCRcqjlx8dH4PBz715n", "object": "chat.completion", "created": 1759337060, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting developments in healthcare AI are reshaping the landscape! The White House's executive order aims to enhance funding for pediatric cancer initiatives, while the FDA seeks public input on evaluating AI-enabled medical devices. Amazon's latest Echo devices are enhancing user interactions with Alexa+, and SmarterDx's acquisition of Pieces Technologies marks a significant leap in AI-driven revenue management. Notably, a 20-year-old student has created ShotCaller, streamlining radiation mapping for oncologists. These innovations highlight the transformative potential of AI in healthcare. nn#HealthcareAI #PediatricCancer #DigitalHealth #AIinHealthcare #HealthTech #Innovation #EHR", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 579, "completion_tokens": 127, "total_tokens": 706, "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 - 579 |
West Yorkshire pilots ‘digital twin’ for kidney diseaseDigital Health - (Wednesday October 1, 2025) - Digital Health/ Frequent Updates | |
![]() | Health digital twin MOU signing (left to right) Mike Bishop, chief operating officer at Kidney Research UK, Gareth Scargill, director at Nexus, Amy Lochtie – West Yorkshire ICB Innovation Hub director, Laura Boyd, director of digital... West Yorkshire is pioneering a 'digital twin' for chronic kidney disease, aiming to enhance early detection and intervention. Selected as one of eight global testbeds by the Digital Twin Consortium, this initiative seeks to improve patient outcomes and alleviate NHS pressures. Key stakeholders, including Kidney Research UK and the West Yorkshire Integrated Care Board, emphasize the potential to revolutionize care delivery. By simulating patient journeys, the project aims to optimize resource allocation and integrate social determinants of health into future models. This collaboration showcases the power of innovation in transforming population health. #DigitalHealth #HealthTech #KidneyDisease #Innovation #PopulationHealth #NHS #AIinHealthcare 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-CLqTqpaKu7JMjix4r2MdKhP1JWTxB", "object": "chat.completion", "created": 1759322658, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "West Yorkshire is pioneering a 'digital twin' for chronic kidney disease, aiming to enhance early detection and intervention. Selected as one of eight global testbeds by the Digital Twin Consortium, this initiative seeks to improve patient outcomes and alleviate NHS pressures. Key stakeholders, including Kidney Research UK and the West Yorkshire Integrated Care Board, emphasize the potential to revolutionize care delivery. By simulating patient journeys, the project aims to optimize resource allocation and integrate social determinants of health into future models. This collaboration showcases the power of innovation in transforming population health. #DigitalHealth #HealthTech #KidneyDisease #Innovation #PopulationHealth #NHS #AIinHealthcare", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 876, "completion_tokens": 129, "total_tokens": 1005, "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 - 876 |
Combating the New Face of Healthcare Phishing and Medical Identity TheftHIT Consultant - (Wednesday October 1, 2025) - Frequent Updates/ HIT Consultant | |
![]() | Cindi Carter, Chief Information Security Officer at Check Point Software TechnologiesIn 2024 alone, more than 276 million patient records were compromised in cyber attacks targeting healthcare organizations, a figure that equates to 758,000 exposed... In 2024, over 276 million patient records were compromised, highlighting a staggering rise in healthcare cyberattacks. With 92% of organizations reporting breaches, the urgency for robust cybersecurity measures is clear. Criminals are leveraging sophisticated phishing schemes, targeting healthcare staff with emotionally manipulative tactics that exploit vulnerabilities. The fallout from medical identity theft is profound, costing victims time and money while jeopardizing patient safety. To combat these threats, healthcare organizations must adopt advanced email security, conduct employee training, and foster a culture of cyber hygiene. Protecting data is now integral to patient care and trust. #Cybersecurity #HealthcareIT #Phishing #DataProtection #MedicalIdentityTheft #DigitalTransformation #PatientSafety 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-CLwPQD9OYbKKFGQltD8vzTeaHivQ0", "object": "chat.completion", "created": 1759345448, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In 2024, over 276 million patient records were compromised, highlighting a staggering rise in healthcare cyberattacks. With 92% of organizations reporting breaches, the urgency for robust cybersecurity measures is clear. Criminals are leveraging sophisticated phishing schemes, targeting healthcare staff with emotionally manipulative tactics that exploit vulnerabilities. The fallout from medical identity theft is profound, costing victims time and money while jeopardizing patient safety. To combat these threats, healthcare organizations must adopt advanced email security, conduct employee training, and foster a culture of cyber hygiene. Protecting data is now integral to patient care and trust. #Cybersecurity #HealthcareIT #Phishing #DataProtection #MedicalIdentityTheft #DigitalTransformation #PatientSafety", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1472, "completion_tokens": 142, "total_tokens": 1614, "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 - 1472 |
How NICE is opening pathways to digital HealthTech for the NHSDigital Health - (Wednesday October 1, 2025) - Digital Health/ Frequent Updates/ Health+Tech | |
![]() | Dr Sarah Byron, programme director for HealthTech strategy and development at the National Institute for Health and Care Excellence (Credit: NICE)The 10 year health plan is a game changer for HealthTech, writes Dr... The NHS's 10-year health plan is set to revolutionize HealthTech, enhancing patient care through innovative technologies like wearables and AI. Dr. Sarah Byron from NICE emphasizes that the plan will streamline the evaluation process for digital health technologies, aligning them with medicines. This shift aims to eliminate unequal access and ensure high-impact innovations are reimbursed effectively. By fostering smarter spending and systematic change, NICE is committed to delivering timely, relevant guidance that meets NHS priorities. Together, we can pave the way for equitable access to groundbreaking HealthTech solutions.#HealthTech #NHS #DigitalHealth #Innovation #HealthcareIT #PatientCare #AIinHealthcare 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-CLqe8upvs8bOqhycxdrInCGkAB156", "object": "chat.completion", "created": 1759323296, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The NHS's 10-year health plan is set to revolutionize HealthTech, enhancing patient care through innovative technologies like wearables and AI. Dr. Sarah Byron from NICE emphasizes that the plan will streamline the evaluation process for digital health technologies, aligning them with medicines. This shift aims to eliminate unequal access and ensure high-impact innovations are reimbursed effectively. By fostering smarter spending and systematic change, NICE is committed to delivering timely, relevant guidance that meets NHS priorities. Together, we can pave the way for equitable access to groundbreaking HealthTech solutions. nn#HealthTech #NHS #DigitalHealth #Innovation #HealthcareIT #PatientCare #AIinHealthcare", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1087, "completion_tokens": 130, "total_tokens": 1217, "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 - 1087 |
Internet-based indicated prevention of anxiety and depression disorder onset three-arm randomized clinical trialnpj Digital Medicine - (Wednesday October 1, 2025) - Frequent Updates/ npj Digital Medicine | |
![]() | Preventing mental disorders is important to avoiding clinical conditions. This study evaluated the efficacy of internet-based indicated prevention for anxiety and depressive disorders. In a three-arm randomized controlled trial, 566 adults with subthreshold anxiety... A recent clinical trial explored the efficacy of internet-based interventions for preventing anxiety and depression. Involving 566 adults with subthreshold symptoms, participants were assigned to either individually guided, automatically guided, or a waitlist control group. The findings revealed that the individually guided intervention led to a 19.4% onset of anxiety/depression, while the automatically guided intervention saw a 14.8% onset, compared to 30.9% in the control group. This study underscores the potential of digital solutions in mental health prevention.#MentalHealth #DigitalHealth #HealthcareIT #CBT #ClinicalTrials #Innovation #eHealth 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-CLqdO5VW42SJkNN3gNerRs19D0D59", "object": "chat.completion", "created": 1759323250, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "A recent clinical trial explored the efficacy of internet-based interventions for preventing anxiety and depression. Involving 566 adults with subthreshold symptoms, participants were assigned to either individually guided, automatically guided, or a waitlist control group. The findings revealed that the individually guided intervention led to a 19.4% onset of anxiety/depression, while the automatically guided intervention saw a 14.8% onset, compared to 30.9% in the control group. This study underscores the potential of digital solutions in mental health prevention. nn#MentalHealth #DigitalHealth #HealthcareIT #CBT #ClinicalTrials #Innovation #eHealth", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 11768, "completion_tokens": 127, "total_tokens": 11895, "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 - 11768 |
Large language models forecast patient health trajectories enabling digital twinsnpj Digital Medicine - (Wednesday October 1, 2025) - AI/ Frequent Updates/ npj Digital Medicine | |
![]() | Generative artificial intelligence is revolutionizing digital twin development, enabling virtual patient representations that predict health trajectories, with large language models (LLMs) showcasing untapped clinical forecasting potential. We developed the Digital Twin—Generative Pretrained Transformer (DT-GPT),... Harnessing the power of large language models (LLMs), the Digital Twin—Generative Pretrained Transformer (DT-GPT) is transforming patient health trajectory forecasting. By leveraging electronic health records, DT-GPT overcomes challenges like data sparsity and noise, achieving superior predictive accuracy across diverse datasets, including non-small cell lung cancer and Alzheimer’s disease. This innovative approach not only enhances clinical decision-making but also enables zero-shot forecasting of previously untrained variables. The implications for personalized medicine and clinical trials are profound, marking a significant advancement in healthcare technology.#DigitalTwins #HealthcareAI #PredictiveAnalytics #MachineLearning #ClinicalForecasting #HealthTech #AIinHealthcare 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-CLqbYBliK4h6a5LVMzMCgzHoCSazX", "object": "chat.completion", "created": 1759323136, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Harnessing the power of large language models (LLMs), the Digital Twin—Generative Pretrained Transformer (DT-GPT) is transforming patient health trajectory forecasting. By leveraging electronic health records, DT-GPT overcomes challenges like data sparsity and noise, achieving superior predictive accuracy across diverse datasets, including non-small cell lung cancer and Alzheimer’s disease. This innovative approach not only enhances clinical decision-making but also enables zero-shot forecasting of previously untrained variables. The implications for personalized medicine and clinical trials are profound, marking a significant advancement in healthcare technology. nn#DigitalTwins #HealthcareAI #PredictiveAnalytics #MachineLearning #ClinicalForecasting #HealthTech #AIinHealthcare", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 30736, "completion_tokens": 137, "total_tokens": 30873, "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 - 30736 |
GP practices in England to make online booking available all dayDigital Health - (Wednesday October 1, 2025) - Digital Health/ Frequent Updates | |
![]() | GP practices must keep their online consultation tools running throughout core hours from today, allowing patients to request appointments, ask questions and describe symptoms online. The changes to the GP contract come into effect from... Exciting changes are coming to GP practices in England as they are mandated to offer online booking throughout core hours, starting October 2025. This initiative aims to alleviate the notorious 8am appointment scramble, enhancing patient access and convenience. While the government touts significant investments and support, concerns from the British Medical Association about potential workload increases remain. Early adopters report reduced wait times and improved staff satisfaction, showcasing the benefits of digital transformation in healthcare. As we embrace this shift, the focus must remain on balancing demand with patient safety.#HealthcareIT #DigitalHealth #GPAccess #Telemedicine #HealthInnovation #PatientExperience #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. { "id": "chatcmpl-CLt6U3tzI0jFvCuHESv1B868LPtBW", "object": "chat.completion", "created": 1759332742, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Exciting changes are coming to GP practices in England as they are mandated to offer online booking throughout core hours, starting October 2025. This initiative aims to alleviate the notorious 8am appointment scramble, enhancing patient access and convenience. While the government touts significant investments and support, concerns from the British Medical Association about potential workload increases remain. Early adopters report reduced wait times and improved staff satisfaction, showcasing the benefits of digital transformation in healthcare. As we embrace this shift, the focus must remain on balancing demand with patient safety. nn#HealthcareIT #DigitalHealth #GPAccess #Telemedicine #HealthInnovation #PatientExperience #NHS", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 756, "completion_tokens": 129, "total_tokens": 885, "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 - 756 |
Digital is ‘integral’ to Moorfields’ top NHS league table rankingDigital Health - (Wednesday October 1, 2025) - Digital Health/ Frequent Updates | |
![]() | Dr Peter Thomas, director of digital development at Moorfields Eye Hospital NHS Foundation Trust (Credit: Moorfields Eye Hospital)Digital initiatives such as video consultations have been “integral” to the trust’s number one ranking in... Moorfields Eye Hospital's digital initiatives, notably video consultations, have been pivotal in achieving the top NHS league ranking. Dr. Peter Thomas highlights that these innovations not only meet patient wait targets but also enhance triaging and care coordination through the Single Point of Access (SPoA) service. The integration of ambient AI technology is further streamlining clinician workflows, allowing more patient interaction. As Moorfields continues to lead in ophthalmic care with tools like OpenEyes, the focus remains on bridging research and clinical application. This digital transformation exemplifies how technology can revolutionize patient care and operational efficiency in healthcare. #DigitalHealth #HealthcareIT #Telemedicine #AIinHealthcare #PatientCare #HealthTech #NHSInnovation 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-CLnvGU69MvhQqJJP3Q2BKvDi5Mmjc", "object": "chat.completion", "created": 1759312826, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Moorfields Eye Hospital's digital initiatives, notably video consultations, have been pivotal in achieving the top NHS league ranking. Dr. Peter Thomas highlights that these innovations not only meet patient wait targets but also enhance triaging and care coordination through the Single Point of Access (SPoA) service. The integration of ambient AI technology is further streamlining clinician workflows, allowing more patient interaction. As Moorfields continues to lead in ophthalmic care with tools like OpenEyes, the focus remains on bridging research and clinical application. This digital transformation exemplifies how technology can revolutionize patient care and operational efficiency in healthcare. #DigitalHealth #HealthcareIT #Telemedicine #AIinHealthcare #PatientCare #HealthTech #NHSInnovation", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 919, "completion_tokens": 144, "total_tokens": 1063, "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 - 919 |
Optimizing retinal images based carotid atherosclerosis prediction with explainable foundation modelsnpj Digital Medicine - (Wednesday October 1, 2025) - Frequent Updates/ npj Digital Medicine | |
![]() | Carotid atherosclerosis is a key predictor of cardiovascular disease (CVD), necessitating early detection. While foundation models (FMs) show promise in medical imaging, their optimal selection and fine-tuning strategies for classifying carotid atherosclerosis from retinal... Unlocking the potential of retinal imaging for predicting carotid atherosclerosis is crucial for early cardiovascular disease detection. This study evaluates four vision foundation models (FMs) using data from 39,620 individuals, revealing that DINOv2 with low-rank adaptation outperforms others with a 0.71 AUC. The approach emphasizes predictive performance, clinical utility, and explainability through Grad-CAM. As we advance in healthcare IT, leveraging explainable AI in medical imaging can enhance diagnostic accuracy and patient outcomes.#HealthcareIT #MedicalImaging #AIinHealthcare #PredictiveAnalytics #CardiovascularHealth #ExplainableAI #DigitalMedicine 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-CLeCmmParhmQZCRwo3JJw54OrlVQA", "object": "chat.completion", "created": 1759275472, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Unlocking the potential of retinal imaging for predicting carotid atherosclerosis is crucial for early cardiovascular disease detection. This study evaluates four vision foundation models (FMs) using data from 39,620 individuals, revealing that DINOv2 with low-rank adaptation outperforms others with a 0.71 AUC. The approach emphasizes predictive performance, clinical utility, and explainability through Grad-CAM. As we advance in healthcare IT, leveraging explainable AI in medical imaging can enhance diagnostic accuracy and patient outcomes. nn#HealthcareIT #MedicalImaging #AIinHealthcare #PredictiveAnalytics #CardiovascularHealth #ExplainableAI #DigitalMedicine", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 11660, "completion_tokens": 133, "total_tokens": 11793, "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 - 11660 |










