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Transformer patient embedding using electronic health records enables patient stratification and progression analysis

npj Digital Medicine - (Thursday August 14, 2025) - Frequent Updates/ npj Digital Medicine

Current studies regarding the secondary use of electronic health records (EHR) predominantly rely on domain expertise and existing medical knowledge. A powerful representation approach can unleash the potential of discovering new medical patterns underlying...

Harnessing the power of transformer patient embeddings from electronic health records (EHR) can revolutionize patient stratification and disease progression analysis. This innovative, unsupervised method utilizes high-dimensional EHR data to uncover novel disease patterns and enhance predictive performance in forecasting future diseases. With a median AUROC of 0.87 for disease onset prediction, this approach not only identifies diverse comorbidity profiles but also reveals distinct trajectories in conditions like colorectal cancer and systemic lupus erythematosus. By leveraging EHR data, we can pave the way for personalized medicine and improved patient outcomes.#HealthTech #EHR #MachineLearning #PatientCare #DataScience #DigitalHealth #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.
Model - gpt-4o-mini
Role - user
Temperature - 0.4
Maximum Tokens - 200

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Prompt Tokens - 31855
Completion Tokens - 140
Total Tokens - 31995

 

Oracle Health Unveils Next-Generation AI EHR

DistilINFO Hospital IT - (Thursday August 14, 2025) - AI/ Daily Reads/ Digital Health/ DistilINFO Hospital IT

Introduction to Oracle’s Revolutionary EHR Launch Oracle Health has officially launched its groundbreaking next-generation electronic health record (EHR) solution, marking a significant milestone in healthcare technology innovation. This AI-first EHR system represents the company’s most...

Oracle Health has launched its next-generation AI-powered EHR, a significant leap in healthcare technology. Built on Oracle Cloud Infrastructure, this innovative platform integrates advanced AI capabilities, enhancing clinical decision support and streamlining workflows through voice navigation. As Oracle positions itself against Epic's market dominance, this EHR aims to address long-standing frustrations with traditional systems, enabling healthcare providers to focus on patient care. With plans for acute care functionality by 2026, Oracle is set to redefine healthcare delivery and operational efficiency.#HealthTech #EHR #AIinHealthcare #DigitalTransformation #OracleHealth #PatientCare #HealthcareInnovation

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-C4NtHELrLXXzORhDINS64FtccfsIR", "object": "chat.completion", "created": 1755161183, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Oracle Health has launched its next-generation AI-powered EHR, a significant leap in healthcare technology. Built on Oracle Cloud Infrastructure, this innovative platform integrates advanced AI capabilities, enhancing clinical decision support and streamlining workflows through voice navigation. As Oracle positions itself against Epic's market dominance, this EHR aims to address long-standing frustrations with traditional systems, enabling healthcare providers to focus on patient care. With plans for acute care functionality by 2026, Oracle is set to redefine healthcare delivery and operational efficiency. nn#HealthTech #EHR #AIinHealthcare #DigitalTransformation #OracleHealth #PatientCare #HealthcareInnovation", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1584, "completion_tokens": 122, "total_tokens": 1706, "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 - 1584
Completion Tokens - 122
Total Tokens - 1706

 

Cardinal Health Acquires Solaris Health MSO

DistilINFO Hospital IT - (Thursday August 14, 2025) - Daily Reads/ DistilINFO Hospital IT

Deal Overview and Financial Details Cardinal Health has announced a significant $1.9 billion acquisition of Solaris Health, marking another major expansion in the healthcare giant’s multispecialty management services organization (MSO) portfolio. The pharmaceuticals and specialty...

Cardinal Health's $1.9 billion acquisition of Solaris Health marks a pivotal expansion in its multispecialty management services organization (MSO) portfolio. This strategic move enhances Cardinal's provider network, adding over 750 healthcare providers across 250 locations in 14 states, ultimately reaching approximately 3,000 providers nationwide. The acquisition emphasizes revenue diversification and a robust ancillary services portfolio, positioning Cardinal Health as a leader in specialty medicine. As CEO Jason Hollar notes, focusing on high-growth therapeutic areas like urology and oncology remains a top priority, ensuring sustainable growth and innovation in a competitive landscape. #HealthcareIT #MSO #CardinalHealth #Acquisition #SpecialtyMedicine #Urology #HealthcareInnovation

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-C4NsZBlqguRIC7vx2wRQ0d9XsK9Bo", "object": "chat.completion", "created": 1755161139, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Cardinal Health's $1.9 billion acquisition of Solaris Health marks a pivotal expansion in its multispecialty management services organization (MSO) portfolio. This strategic move enhances Cardinal's provider network, adding over 750 healthcare providers across 250 locations in 14 states, ultimately reaching approximately 3,000 providers nationwide. The acquisition emphasizes revenue diversification and a robust ancillary services portfolio, positioning Cardinal Health as a leader in specialty medicine. As CEO Jason Hollar notes, focusing on high-growth therapeutic areas like urology and oncology remains a top priority, ensuring sustainable growth and innovation in a competitive landscape. #HealthcareIT #MSO #CardinalHealth #Acquisition #SpecialtyMedicine #Urology #HealthcareInnovation", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1392, "completion_tokens": 143, "total_tokens": 1535, "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 - 1392
Completion Tokens - 143
Total Tokens - 1535

 

Easing Pharmacist Burnout: How Upskilling Technicians to Administer Vaccines Can Transform Pharmacies

HIT Consultant - (Thursday August 14, 2025) - Frequent Updates/ HIT Consultant

Jason Ausili, PharmD, MSLS, Head of Pharmacy Transformation at EnlivenHealthBeing a pharmacist is a demanding job, and it seems to be getting more challenging. Everywhere you look, pharmacists are dealing with issues like burnout,...

Pharmacist burnout is a growing concern, with 61% reporting high stress levels amid workforce shortages and increasing demands. Upskilling pharmacy technicians to administer vaccines offers a promising solution, alleviating pressure on pharmacists and enhancing patient care. By leveraging automation and training, pharmacies can streamline workflows, improve access to vaccinations, and empower technicians, fostering career growth. This shift not only reduces pharmacist workload but also enhances job satisfaction and patient experiences. Embracing this approach could transform pharmacy operations and create a more sustainable healthcare future.#Pharmacy #HealthcareIT #PharmacistBurnout #Vaccination #PatientCare #PharmacyTechnicians #HealthcareInnovation

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-C4OTmUFykJ8cdxAaTLH5GoXAJykgh", "object": "chat.completion", "created": 1755163446, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Pharmacist burnout is a growing concern, with 61% reporting high stress levels amid workforce shortages and increasing demands. Upskilling pharmacy technicians to administer vaccines offers a promising solution, alleviating pressure on pharmacists and enhancing patient care. By leveraging automation and training, pharmacies can streamline workflows, improve access to vaccinations, and empower technicians, fostering career growth. This shift not only reduces pharmacist workload but also enhances job satisfaction and patient experiences. Embracing this approach could transform pharmacy operations and create a more sustainable healthcare future. nn#Pharmacy #HealthcareIT #PharmacistBurnout #Vaccination #PatientCare #PharmacyTechnicians #HealthcareInnovation", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1507, "completion_tokens": 131, "total_tokens": 1638, "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 - 1507
Completion Tokens - 131
Total Tokens - 1638

 

AI assistance may lead to loss of skills in health professionals

Digital Health - (Thursday August 14, 2025) - AI/ Digital Health/ Frequent Updates

Routine use of AI reduced health professionals’ abilities to detect precancerous growths without the technology, according to researchers. An observational study, published in The Lancet Gastroenterology & Hepatology journal on 13 August 2025, assessed how...

The integration of AI in healthcare is revolutionizing practices, but a recent study raises concerns about its impact on endoscopists' skills. Research published in The Lancet Gastroenterology & Hepatology reveals a 20% decrease in adenoma detection rates in non-AI-assisted colonoscopies after regular AI use. This highlights the need for further investigation into how AI affects clinical competencies. As we embrace AI technologies, we must ensure that essential skills are not compromised. Balancing innovation with skill retention is crucial for high-quality patient care. #HealthcareIT #AIinHealthcare #Endoscopy #ClinicalSkills #PatientSafety #HealthTech #MedicalResearch

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-C4SvdtK74lCtTMLrbgICoJbepOSoN", "object": "chat.completion", "created": 1755180549, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The integration of AI in healthcare is revolutionizing practices, but a recent study raises concerns about its impact on endoscopists' skills. Research published in The Lancet Gastroenterology & Hepatology reveals a 20% decrease in adenoma detection rates in non-AI-assisted colonoscopies after regular AI use. This highlights the need for further investigation into how AI affects clinical competencies. As we embrace AI technologies, we must ensure that essential skills are not compromised. Balancing innovation with skill retention is crucial for high-quality patient care. #HealthcareIT #AIinHealthcare #Endoscopy #ClinicalSkills #PatientSafety #HealthTech #MedicalResearch", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 864, "completion_tokens": 131, "total_tokens": 995, "prompt_tokens_details": { "cached_tokens": 0, "audio_tokens": 0 }, "completion_tokens_details": { "reasoning_tokens": 0, "audio_tokens": 0, "accepted_prediction_tokens": 0, "rejected_prediction_tokens": 0 } }, "service_tier": "default", "system_fingerprint": "fp_62a23a81ef" }

Prompt Tokens - 864
Completion Tokens - 131
Total Tokens - 995

 

Beyond the Clinic: 4 Trends Reshaping the Healthcare Landscape in 2025

HIT Consultant - (Thursday August 14, 2025) - Frequent Updates/ HIT Consultant

Frat Marmur, VP of Marketing at Air DoctorThe healthcare industry is undergoing a significant transformation, with new trends shaping the landscape in 2025. According to a recent survey conducted by the Deloitte Center for Health Solutions, which...

The healthcare landscape is evolving rapidly, with 2025 poised for significant growth. A recent Deloitte survey reveals that 69% of executives anticipate increased revenue, driven by trends like enhanced cost efficiency (53%) and a focus on technology investments (36%). Key strategies include prioritizing consumer acquisition and retention, addressing affordability and accessibility, and leveraging digital health technologies to streamline patient experiences. Additionally, improving cybersecurity measures is crucial as organizations prepare for potential threats. As we embrace these changes, the future of healthcare looks increasingly patient-centric and technology-driven.#HealthcareIT #DigitalTransformation #PatientExperience #Cybersecurity #HealthTech #Telehealth #ConsumerEngagement

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-C4LMCX8NrB8IrslRnJ5RNywOFnm7r", "object": "chat.completion", "created": 1755151444, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "The healthcare landscape is evolving rapidly, with 2025 poised for significant growth. A recent Deloitte survey reveals that 69% of executives anticipate increased revenue, driven by trends like enhanced cost efficiency (53%) and a focus on technology investments (36%). Key strategies include prioritizing consumer acquisition and retention, addressing affordability and accessibility, and leveraging digital health technologies to streamline patient experiences. Additionally, improving cybersecurity measures is crucial as organizations prepare for potential threats. As we embrace these changes, the future of healthcare looks increasingly patient-centric and technology-driven. nn#HealthcareIT #DigitalTransformation #PatientExperience #Cybersecurity #HealthTech #Telehealth #ConsumerEngagement", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 1111, "completion_tokens": 130, "total_tokens": 1241, "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 - 1111
Completion Tokens - 130
Total Tokens - 1241

 

Unlock the Secret to Perfect Health: A Doctor’s Proven Plan

eHealth Radio Network - (Thursday August 14, 2025) - eHealth Radio Network/ Podcasts

 Dr. Julianna Lindsey, Board Certified in Internal Medicine with additional training and certifications in anti-aging and regenerative medicine, functional and integrative medicine, lifestyle medicine, bio-identical hormone optimization, and peptide therapy joins eHealth Radio and...

Unlocking the secret to perfect health involves a holistic approach to aging, as discussed by Dr. Julianna Lindsey. With expertise in anti-aging and integrative medicine, she emphasizes the importance of monitoring health metrics, understanding the role of genetics, and maintaining a positive attitude toward aging. Dr. Lindsey advocates for personalized nutrition, targeted supplements, and daily habits that promote longevity. Her insights, drawn from years of experience in healthcare leadership, aim to empower individuals to take charge of their health.#HealthcareIT #Longevity #IntegrativeMedicine #AntiAging #HealthTech #Wellness #PersonalizedCare

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-C4JU4gJczBr4umkOV08seJGh5bdzd", "object": "chat.completion", "created": 1755144244, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Unlocking the secret to perfect health involves a holistic approach to aging, as discussed by Dr. Julianna Lindsey. With expertise in anti-aging and integrative medicine, she emphasizes the importance of monitoring health metrics, understanding the role of genetics, and maintaining a positive attitude toward aging. Dr. Lindsey advocates for personalized nutrition, targeted supplements, and daily habits that promote longevity. Her insights, drawn from years of experience in healthcare leadership, aim to empower individuals to take charge of their health. nn#HealthcareIT #Longevity #IntegrativeMedicine #AntiAging #HealthTech #Wellness #PersonalizedCare", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 578, "completion_tokens": 122, "total_tokens": 700, "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 - 578
Completion Tokens - 122
Total Tokens - 700

 

Clarifying Blood Indices in Patients With Ovarian Cancer

JMIR mHealth and uHealth - (Thursday August 14, 2025) - Frequent Updates/ JMIR mHealth and uHealth

The article "Efficacy of a WeChat-Based, Multidisciplinary, Full-Course Nutritional Management Program on the Nutritional Status of Patients With Ovarian Cancer Undergoing Chemotherapy: Randomized Controlled Trial" provided a potential approach to improve the clinical outcomes...

In addressing the complexities of managing ovarian cancer, recent insights highlight the need for clarity in interpreting blood indices during chemotherapy. The analysis of a WeChat-based nutritional management program reveals promising outcomes, yet the interpretation of inflammation-related blood indices requires refinement. Specifically, Figure 7 should be redefined to reflect “the changes in blood cells” rather than conflating it with inflammation, particularly in light of bone marrow suppression. This nuanced understanding is crucial for enhancing patient care and clinical outcomes.#OvarianCancer #HealthcareIT #ClinicalOutcomes #NutritionalManagement #Chemotherapy #PatientCare #DataInterpretation

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-C4EolF9iGtAnWVEYkIOBVWw3fImMb", "object": "chat.completion", "created": 1755126307, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "In addressing the complexities of managing ovarian cancer, recent insights highlight the need for clarity in interpreting blood indices during chemotherapy. The analysis of a WeChat-based nutritional management program reveals promising outcomes, yet the interpretation of inflammation-related blood indices requires refinement. Specifically, Figure 7 should be redefined to reflect “the changes in blood cells” rather than conflating it with inflammation, particularly in light of bone marrow suppression. This nuanced understanding is crucial for enhancing patient care and clinical outcomes. nn#OvarianCancer #HealthcareIT #ClinicalOutcomes #NutritionalManagement #Chemotherapy #PatientCare #DataInterpretation", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 285, "completion_tokens": 123, "total_tokens": 408, "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 - 285
Completion Tokens - 123
Total Tokens - 408

 

Authors’ Reply: Clarifying Blood Indices in Patients With Ovarian Cancer

JMIR mHealth and uHealth - (Thursday August 14, 2025) - Frequent Updates/ JMIR mHealth and uHealth

n/a...

Understanding blood indices in ovarian cancer patients is crucial for improving diagnosis and treatment outcomes. This post clarifies common misconceptions and highlights the significance of accurate blood analysis in monitoring disease progression and response to therapy. By leveraging data-driven insights, healthcare IT professionals can enhance clinical decision-making and patient care. The integration of advanced analytics in oncology not only supports personalized treatment plans but also fosters collaboration among multidisciplinary teams. Let's continue to innovate and drive better health outcomes through technology! #HealthcareIT #Oncology #DataAnalytics #PatientCare #HealthTech #ClinicalDecisionSupport #OvarianCancer

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-C4Enk2fGFFcRUB1aUayG6YIt4Huub", "object": "chat.completion", "created": 1755126244, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Understanding blood indices in ovarian cancer patients is crucial for improving diagnosis and treatment outcomes. This post clarifies common misconceptions and highlights the significance of accurate blood analysis in monitoring disease progression and response to therapy. By leveraging data-driven insights, healthcare IT professionals can enhance clinical decision-making and patient care. The integration of advanced analytics in oncology not only supports personalized treatment plans but also fosters collaboration among multidisciplinary teams. Let's continue to innovate and drive better health outcomes through technology! #HealthcareIT #Oncology #DataAnalytics #PatientCare #HealthTech #ClinicalDecisionSupport #OvarianCancer", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 144, "completion_tokens": 114, "total_tokens": 258, "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 - 144
Completion Tokens - 114
Total Tokens - 258

 

GRACE-ICU: A multimodal nomogram-based approach for illness severity assessment of older adults in the ICU

npj Digital Medicine - (Thursday August 14, 2025) - Frequent Updates/ npj Digital Medicine

Clinical notes are crucial for patient assessment in the ICU but can be challenging to accurately and objectively analyze in time-constrained situations. We developed the GRACE-ICU model which integrates clinical notes and structured data...

Introducing GRACE-ICU, a groundbreaking multimodal nomogram designed for assessing illness severity in older ICU patients. This innovative model integrates clinical notes with structured data, enhancing rapid and accurate evaluations of critical illness. By fine-tuning a Clinical-Longformer model and combining it with essential structured variables, GRACE-ICU outperforms traditional scoring systems in predicting hospital mortality. Its interpretable design facilitates informed decision-making, catering specifically to the complexities of geriatric care. As we advance, further studies will ensure its clinical applicability and effectiveness.#HealthcareIT #AIinHealthcare #Geriatrics #CriticalCare #MachineLearning #ClinicalDecisionSupport #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-C4C00KYDfjic0wxfqb51dqd4lc4eD", "object": "chat.completion", "created": 1755115472, "model": "gpt-4o-mini-2024-07-18", "choices": [ { "index": 0, "message": { "role": "assistant", "content": "Introducing GRACE-ICU, a groundbreaking multimodal nomogram designed for assessing illness severity in older ICU patients. This innovative model integrates clinical notes with structured data, enhancing rapid and accurate evaluations of critical illness. By fine-tuning a Clinical-Longformer model and combining it with essential structured variables, GRACE-ICU outperforms traditional scoring systems in predicting hospital mortality. Its interpretable design facilitates informed decision-making, catering specifically to the complexities of geriatric care. As we advance, further studies will ensure its clinical applicability and effectiveness. nn#HealthcareIT #AIinHealthcare #Geriatrics #CriticalCare #MachineLearning #ClinicalDecisionSupport #HealthTech", "refusal": null, "annotations": [] }, "logprobs": null, "finish_reason": "stop" } ], "usage": { "prompt_tokens": 28340, "completion_tokens": 135, "total_tokens": 28475, "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 - 28340
Completion Tokens - 135
Total Tokens - 28475

 

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.