Mathias Kaspar

Augsburg, BY, Germany

Last Updated: 09/26/2026

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Found 60 publications

Federated Propensity Score Matching for Bias Correction in ICU.

Federated Propensity Score Matching for Bias Correction in ICU.

Journal: Studies in health technology and informatics

Published: May 23, 2026

What Is My Data Capable of? Using Performance Limits to Assess Data Quality.

What Is My Data Capable of? Using Performance Limits to Assess Data Quality.

Journal: Studies in health technology and informatics

Published: May 23, 2026

Beneficial effects of a departmental protocol to reduce intensive care hypernatremia: an observational before-and-after study.

Beneficial effects of a departmental protocol to reduce intensive care hypernatremia: an observational before-and-after study.

Journal: Minerva anestesiologica

Published: March 09, 2026

Multicenter Evaluation of an Interoperable System for Automated Guideline Adherence Monitoring in ICUs.

Multicenter Evaluation of an Interoperable System for Automated Guideline Adherence Monitoring in ICUs.

Journal: Critical care medicine

Published: December 09, 2025

Comparative Federated Analytics of Blood Transfused Patients in Five ICU Databases: Using Kullback-Leibler Divergence.

Comparative Federated Analytics of Blood Transfused Patients in Five ICU Databases: Using Kullback-Leibler Divergence.

Journal: Studies in health technology and informatics

Published: October 03, 2025

Predicting blood transfusion after ICU admission in five databases: A comparison of three machine learning paradigms.

Predicting blood transfusion after ICU admission in five databases: A comparison of three machine learning paradigms.

Journal: Digital health

Published: August 21, 2025

Oxycardiorespirograms in neonatal monitoring-current gaps and future potential of artificial intelligence: a mini-review.

Oxycardiorespirograms in neonatal monitoring-current gaps and future potential of artificial intelligence: a mini-review.

Journal: Frontiers in pediatrics

Published: August 05, 2025

Cross-Silo Federated Learning for Predicting Successful Mechanical Ventilation Weaning Across 5 Intensive Care Unit Databases: Retrospective Database Analysis.

Cross-Silo Federated Learning for Predicting Successful Mechanical Ventilation Weaning Across 5 Intensive Care Unit Databases: Retrospective Database Analysis.

Journal: JMIR medical informatics

Published: July 02, 2025

Polyvascular Atherosclerosis: prevalence and prognosis

Polyvascular Atherosclerosis: prevalence and prognosis

Journal: Deutsche medizinische Wochenschrift (1946)

Published: May 28, 2025

Enhancing Trust by a Keycloak-Flower Integration for Federated Machine Learning.

Enhancing Trust by a Keycloak-Flower Integration for Federated Machine Learning.

Journal: Studies in health technology and informatics

Published: May 17, 2025

Federated Learning for Predictive Analytics in Weaning from Mechanical Ventilation.

Federated Learning for Predictive Analytics in Weaning from Mechanical Ventilation.

Journal: Studies in health technology and informatics

Published: May 17, 2025

A Federated Learning Model for the Prediction of Blood Transfusion in Intensive Care Units.

A Federated Learning Model for the Prediction of Blood Transfusion in Intensive Care Units.

Journal: Studies in health technology and informatics

Published: May 17, 2025

Showing 1-12 of 60

Last Updated: 09/26/2026