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Monday Morning Update 5/19/25

HIStalk - (Sunday May 18, 2025) - Daily Reads/ HIStalk

Top NewsShares of Scotland-based Craneware jump on reports that Bain Capital is considering acquiring the company. Bain Capital confirmed that Bain Capital Funds is assessing a possible offer, but it has not involved Craneware’s board. The...

Craneware's shares surge as Bain Capital explores a potential acquisition, highlighting the growing interest in health system financial software. Meanwhile, the legal battle between CureIS and Epic raises critical questions about market practices and data access, especially regarding Epic's alleged information blocking. The VA's upcoming implementation of Oracle Health across multiple facilities signals a significant shift in healthcare IT, while a whistleblower lawsuit reveals troubling practices at Community Regional Medical Center. As we navigate these developments, the future of healthcare IT remains dynamic and challenging.#HealthcareIT #EHR #HealthTech #DataAccess #DigitalHealth #HealthSystems #Innovation

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

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Prompt Tokens - 1489
Completion Tokens - 123
Total Tokens - 1612

 

How Coleen Kirnan Transformed Her Career from Real Estate to Culinary Travel and Hospitality

eHealth Radio Network - (Saturday May 17, 2025) - eHealth Radio Network/ Podcasts

 Coleen Kirnan, the Owner and Host of Tuscan Women Cook, the culinary immersion vacation in the Tuscan village of Montefollonico in Italy joins eHealth Radio and the Health News and Nutrition Channels.Listen to interview...

Coleen Kirnan's inspiring career transformation from successful commercial real estate to the culinary travel industry highlights the power of passion and reinvention. As the owner of Tuscan Women Cook, she combines her love for Italy with immersive culinary experiences, offering guests a taste of authentic Tuscan life. Coleen's journey emphasizes overcoming fear and aligning one’s career with personal passions, providing valuable insights for midlife career changers. Her story is a testament to the rewards of following one's dreams and creating memorable experiences for others.#CareerChange #CulinaryTravel #Entrepreneurship #PassionToProfession #TuscanWomenCook #TravelIndustry #WomenInBusiness

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 - 772
Completion Tokens - 132
Total Tokens - 904

 

Fair ultrasound diagnosis via adversarial protected attribute aware perturbations on latent embeddings

npj Digital Medicine - (Saturday May 17, 2025) - Frequent Updates/ npj Digital Medicine

Deep learning techniques have significantly enhanced the convenience and precision of ultrasound image diagnosis, particularly in the crucial step of lesion segmentation. However, recent studies reveal that both train-from-scratch models and pre-trained models often...

Prompt Tokens - 772
Completion Tokens - 132
Total Tokens - 904

 

Development and prospective implementation of a large language model based system for early sepsis prediction

npj Digital Medicine - (Saturday May 17, 2025) - Frequent Updates/ npj Digital Medicine

Sepsis is a dysregulated host response to infection with high mortality and morbidity. Early detection and intervention have been shown to improve patient outcomes, but existing computational models relying on structured electronic health record...

Prompt Tokens - 772
Completion Tokens - 132
Total Tokens - 904

 

Social determinants of health extraction from clinical notes across institutions using large language models

npj Digital Medicine - (Saturday May 17, 2025) - Frequent Updates/ npj Digital Medicine

Detailed social determinants of health (SDoH) is often buried within clinical text in EHRs. Most current NLP efforts for SDoH have limitations, investigating limited factors, deriving data from a single institution, using specific patient...

Prompt Tokens - 772
Completion Tokens - 132
Total Tokens - 904

 

FedWeight: mitigating covariate shift of federated learning on electronic health records data through patients re-weighting

npj Digital Medicine - (Saturday May 17, 2025) - Frequent Updates/ npj Digital Medicine

Federated learning (FL) enables collaborative analysis of decentralized medical data while preserving patient privacy. However, the covariate shift from demographic and clinical differences can reduce model generalizability. We propose FedWeight, a novel FL framework...

Prompt Tokens - 772
Completion Tokens - 132
Total Tokens - 904

 

The DRAGON benchmark for clinical NLP

npj Digital Medicine - (Saturday May 17, 2025) - AI/ Frequent Updates/ npj Digital Medicine

Artificial Intelligence can mitigate the global shortage of medical diagnostic personnel but requires large-scale annotated datasets to train clinical algorithms. Natural Language Processing (NLP), including Large Language Models (LLMs), shows great potential for annotating...

Prompt Tokens - 772
Completion Tokens - 132
Total Tokens - 904

 

Hybrid machine learning for real-time prediction of edema trajectory in large middle cerebral artery stroke

npj Digital Medicine - (Saturday May 17, 2025) - AI/ Frequent Updates/ npj Digital Medicine

In treating malignant cerebral edema after a large middle cerebral artery stroke, clinicians need quantitative tools for real-time risk assessment. Existing predictive models typically estimate risk at one, early time point, failing to account...

Prompt Tokens - 772
Completion Tokens - 132
Total Tokens - 904

 

Experience of Using Electronic Inhaler Monitoring Devices for Patients With Chronic Obstructive Pulmonary Disease or Asthma: Systematic Review of Qualitative Studies

JMIR mHealth and uHealth - (Friday May 16, 2025) - Frequent Updates/ JMIR mHealth and uHealth

Background: Electronic inhaler monitoring devices (EIMDs) can enhance medication adherence in patients with chronic obstructive pulmonary disease (COPD) and asthma, yet patient perceptions and experiences with these devices vary widely. A systematic qualitative synthesis...

Prompt Tokens - 772
Completion Tokens - 132
Total Tokens - 904

 

Datavant acquires Aetion to expand RWE platform

MobiHealthNews - (Friday May 16, 2025) - Frequent Updates/ MobiHealthNews

Data sharing technology company Datavant announced it will acquire Aetion, a company focused on real-world evidence in healthcare.Aetion will join Datavant to offer an end-to-end real-world evidence (RWE) platform, allowing healthcare and life sciences...

Prompt Tokens - 772
Completion Tokens - 132
Total Tokens - 904

 

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.