Mediformatica

Telstra Health onboards Salesforce, Snowflake and more briefs

May 19, 2025May 19, 2025MobiHealthNews

Telstra Health taps Salesforce, Snowflake for its ongoing modernisationCloud software providers Salesforce and Snowflake will integrate their solutions into Telstra Health’s upcoming digital health platform.
Based on a media release, Snowflake will provide a common…

Engaging an advisory board in discussions about the ethical relevance of algorithmic bias and fairness

May 18, 2025May 19, 2025npj Digital Medicine

We are an interdisciplinary team of researchers that are working to advance algorithmic fairness in the research of opioid use disorders. We discuss challenges that our research team faced when engaging with our Advisory…

Monday Morning Update 5/19/25

May 18, 2025May 19, 2025HIStalk

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

May 17, 2025May 19, 2025eHealth Radio Network

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…

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

May 17, 2025May 17, 2025npj 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…

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

May 17, 2025May 17, 2025npj 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…

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

May 17, 2025May 17, 2025npj 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…

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

May 17, 2025May 17, 2025npj 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…

The DRAGON benchmark for clinical NLP

May 17, 2025May 17, 2025npj 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…

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

May 17, 2025May 17, 2025npj 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…

Telstra Health onboards Salesforce, Snowflake and more briefs

Engaging an advisory board in discussions about the ethical relevance of algorithmic bias and fairness

Monday Morning Update 5/19/25

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

Mediformatica

Engaging an advisory board in discussions about the ethical relevance of algorithmic bias and fairness

Monday Morning Update 5/19/25

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

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

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

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

The DRAGON benchmark for clinical NLP

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

Telstra Health onboards Salesforce, Snowflake and more briefs

Engaging an advisory board in discussions about the ethical relevance of algorithmic bias and fairness

Monday Morning Update 5/19/25

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

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

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

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

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

The DRAGON benchmark for clinical NLP

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

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