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Advancing efficacy prediction for electronic health records based emulated trials in repurposing heart failure therapies

Advancing efficacy prediction for electronic health records based emulated trials in repurposing heart failure therapies

May 24, 2025May 25, 2025
Enhanced staging of renal cell carcinoma using tumor morphology features: model development and multi-source validation

Enhanced staging of renal cell carcinoma using tumor morphology features: model development and multi-source validation

May 24, 2025May 24, 2025
Classification grid and evidence matrix for evaluating digital medical devices under the European union landscape

Classification grid and evidence matrix for evaluating digital medical devices under the European union landscape

May 24, 2025May 24, 2025
Advanced and interpretable corneal staining assessment through fine grained knowledge distillation

Advanced and interpretable corneal staining assessment through fine grained knowledge distillation

May 24, 2025May 24, 2025
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Tag: patient privacy

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

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…

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Monday Morning Update 4/28/25

Monday Morning Update 4/28/25

April 27, 2025HIStalk

Top News

An anonymous HHS official says that despite last week’s announcement, it will not create a registry of people with autism. NIH will continue with plans to build a $50 million repository of de-identified…

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Healthcare Privacy: Sequoia Project Explores Consent-2025

Healthcare Privacy: Sequoia Project Explores Consent-2025

February 6, 2025February 6, 2025DistilINFO Hospital IT

The Current State of Healthcare Data Privacy
The Sequoia Project’s Privacy and Consent Workgroup has conducted an extensive review of existing consent models and frameworks. Their goal: achieving “computable consent” – an automated system where…

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Freshpaint Launches Ad Performance for Healthcare Marketers

Freshpaint Launches Ad Performance for Healthcare Marketers

February 3, 2025February 4, 2025HIT Consultant

What You Should Know:

–  Freshpaint, the creator of the Healthcare Privacy Platform, today announced the launch of Ad Performance, connecting ad platform data with real appointment outcomes to provide full visibility into the patient’s journey…

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Why Basic Compliance Isn’t Enough – HIStalk

Why Basic Compliance Isn’t Enough – HIStalk

February 3, 2025February 4, 2025HIStalk

HIPAA Security Rule Update: Why Basic Compliance Isn’t EnoughBy Jason Ward
Jason Ward is VP of IT and tech support at Collette Health.

The healthcare sector has become an increasingly attractive target for…

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Preserving information while respecting privacy through an information theoretic framework for synthetic health data generation

Preserving information while respecting privacy through an information theoretic framework for synthetic health data generation

January 23, 2025January 23, 2025npj Digital Medicine

Generating synthetic data from medical records is a complex task intensified by patient privacy concerns. In recent years, multiple approaches have been reported for the generation of synthetic data, however, limited attention was given…

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Privacy preserving strategies for electronic health records in the era of large language models

Privacy preserving strategies for electronic health records in the era of large language models

January 16, 2025January 17, 2025npj Digital Medicine

Electronic health records (EHRs) secondary usage with large language models (LLMs) raise privacy challenges. National regulations like GDPR and HIPAA offer protection frameworks, but specific strategies are needed to mitigate risk in generative AI….

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Particle Health responds to Epic's motion to dismiss

Particle Health responds to Epic’s motion to dismiss

January 13, 2025January 13, 2025Healthcare IT news

Particle Health filed a motion in response to Epic Systems filing to dismiss a court complaint that the electronic health record giant violated a federal antitrust statute.Epic has denied any wrongdoing and pledged to…

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Ensuring Patient Privacy in Healthcare Data Analytics

Ensuring Patient Privacy in Healthcare Data Analytics

December 30, 2024December 31, 2024HIT Consultant

Mateusz Krempa, COO, Piwik PRO

As healthcare providers increasingly embrace big data, they find themselves at a crossroads: the challenge of using relevant data to improve patient care while ensuring the highest levels of privacy…

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Encryption experts say providers should look to PETs for safer analytics

Encryption experts say providers should look to PETs for safer analytics

October 18, 2024October 19, 2024Healthcare IT news

Privacy and data usage in the age of artificial intelligence are colliding in healthcare where maintaining trust is as essential as advancing patient care. Secure encryption technologies and regulatory guidance can help to ensure…

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