BenInsights Archives - Mediformatica

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

May 17, 2025May 17, 2025

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

May 17, 2025May 17, 2025

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

May 17, 2025May 17, 2025

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

May 17, 2025May 17, 2025

MultiPlan Acquires Leading Healthcare Data and Analytics Firm Benefits Science LLC | Healthcare IT Today

May 18, 2023May 18, 2023Healthcare IT Today

Ushers in a New Era of the Company, Accelerates Launch of New Data & Decision Science Service Line with a World-Class Data & Analytics Platform and Team at BST
MultiPlan Corporation (MultiPlan or the Company),…

Quotes

The physical space of the hospital will be gradually digitized until virtually every object and sensor becomes part of the so-called 'Internet of Things.' These innovations can broadly be categorized as either clinical or experiential, though some will be both. Clinical innovations will involve gathering ever more "signals" from the patient (infrared, sound, electrophysiology, pulse-oximeter, facial expression, etc.) to be sifted in real time through machine-learning algorithms that will help physicians refine their understanding of diagnosis and prognosis in ways we can only imagine today. Experiential innovations will allow health systems and their partners to take a page from Netflix, using the engagement opportunity of the acute care episode to stream digital content to patients and families through TVs, tablets and their own devices from home.

Daniel Durand

Fair ultrasound diagnosis via adversarial protected attribute aware perturbations on latent embeddings
May 17, 2025May 17, 2025Comments Off on 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
May 17, 2025May 17, 2025Comments Off on Development and prospective implementation of a large language model based system for early sepsis prediction
Social determinants of health extraction from clinical notes across institutions using large language models
May 17, 2025May 17, 2025Comments Off on Social determinants of health extraction from clinical notes across institutions using large language models
FedWeight: mitigating covariate shift of federated learning on electronic health records data through patients re-weighting
May 17, 2025May 17, 2025Comments Off on FedWeight: mitigating covariate shift of federated learning on electronic health records data through patients re-weighting
Hybrid machine learning for real-time prediction of edema trajectory in large middle cerebral artery stroke
May 17, 2025May 17, 2025Comments Off on Hybrid machine learning for real-time prediction of edema trajectory in large middle cerebral artery stroke
The DRAGON benchmark for clinical NLP
May 17, 2025May 17, 2025Comments Off on The DRAGON benchmark for clinical NLP
Experience of Using Electronic Inhaler Monitoring Devices for Patients With Chronic Obstructive Pulmonary Disease or Asthma: Systematic Review of Qualitative Studies
May 16, 2025May 17, 2025Comments Off on Experience of Using Electronic Inhaler Monitoring Devices for Patients With Chronic Obstructive Pulmonary Disease or Asthma: Systematic Review of Qualitative Studies
Datavant acquires Aetion to expand RWE platform
May 16, 2025May 17, 2025Comments Off on Datavant acquires Aetion to expand RWE platform
Sprinter scores $55M for home healthcare offering
May 16, 2025May 17, 2025Comments Off on Sprinter scores $55M for home healthcare offering
New app streamlines integration of medical data for dental practices
May 16, 2025May 17, 2025Comments Off on New app streamlines integration of medical data for dental practices

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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

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MultiPlan Acquires Leading Healthcare Data and Analytics Firm Benefits Science LLC | Healthcare IT Today

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

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

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

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

The DRAGON benchmark for clinical NLP

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

Datavant acquires Aetion to expand RWE platform

Sprinter scores $55M for home healthcare offering

New app streamlines integration of medical data for dental practices

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