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A hybrid modeling framework for generalizable and interpretable predictions of ICU mortality across multiple hospitals

Scientific reports, 2024-03, Vol.14 (1), p.5725-21, Article 5725

2024

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Biometric covariates and outcome in COVID-19 patients: are we looking close enough?

BMC infectious diseases, 2021-11, Vol.21 (1), p.1-1136, Article 1136

2021

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Diagnostic Expert Advisor: A platform for developing machine learning models on medical time-series data

SoftwareX, 2023-07, Vol.23, p.101517, Article 101517

2023

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Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets

IEEE open journal of engineering in medicine and biology, 2024-01, Vol.5, p.611-620

2024

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Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome

Diagnostics (Basel), 2023-06, Vol.13 (12), p.2098

2023

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Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets

Frontiers in big data, 2022-10, Vol.5, p.603429-603429

2022

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Nutzung von künstlicher Intelligenz zur Bekämpfung der COVID-19-Pandemie

Anästhesiologie, Intensivmedizin, Notfallmedizin, Schmerztherapie : AINS, 2022-03, Vol.57 (3), p.185-197

2022

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Rotor-angle versus voltage instability in the third-order model for synchronous generators

Chaos (Woodbury, N.Y.), 2018-03, Vol.28 (3)

2018

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Usage of Artificial Intelligence in the Combat against the COVID-19 Pandemic

Anasthesiologie, Intensivmedizin, Notfallmedizin, Schmerztherapie : AINS, 2022-03, Vol.57 (3), p.185

2022

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Algorithmic surveillance of I CU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy

BMJ open, 2021-04, Vol.11 (4), p.e045589

2021

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Algorithmic surveillance of ICU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy

BMJ open, 2021-04, Vol.11 (4), p.e045589-e045589

2021

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Big Data und künstliche Intelligenz in der Medizin

Telemedizin, 2020, p.423-436

2020

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Meso-substituted-BODIPY based fluorescent biomarker: Spectral characteristics, photostability and possibilities for practical application

Journal of photochemistry and photobiology. A, Chemistry., 2020-10, Vol.401, p.112783, Article 112783

2020

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InfusIon therapy regImens In complex treatment of dIabetIc foot syndrome

The Bulletin of Contemporary Clinical Medicine, 2014, Vol.7 (5), p.29-31

2014

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InfusIon support and gene-therapy technology In treatment of dIabetIc foot

The Bulletin of Contemporary Clinical Medicine, 2014, Vol.7 (5), p.11-15

2014

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Multidisciplinary approach in the management of patients with short bowel syndrome (clinical observation)

Medical Science And Education Of Ural, 2022, Vol.23 (3), p.94-98

2022

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High Capacity Hybrid Si-SWCNT Anode Structures for Li-Ion Batteries

Meeting abstracts (Electrochemical Society), 2015-07, Vol.MA2015-02 (6), p.495-495

2015

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A hybrid modeling framework for generalizable and interpretable predictions of ICU mortality across multiple hospitals

Biometric covariates and outcome in COVID-19 patients: are we looking close enough?

Diagnostic Expert Advisor: A platform for developing machine learning models on medical time-series data

Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets

Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome

Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets

Nutzung von künstlicher Intelligenz zur Bekämpfung der COVID-19-Pandemie

Rotor-angle versus voltage instability in the third-order model for synchronous generators

Usage of Artificial Intelligence in the Combat against the COVID-19 Pandemic

Algorithmic surveillance of I CU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy

Algorithmic surveillance of ICU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy

Big Data und künstliche Intelligenz in der Medizin

Meso-substituted-BODIPY based fluorescent biomarker: Spectral characteristics, photostability and possibilities for practical application

InfusIon therapy regImens In complex treatment of dIabetIc foot syndrome

InfusIon support and gene-therapy technology In treatment of dIabetIc foot

Multidisciplinary approach in the management of patients with short bowel syndrome (clinical observation)

High Capacity Hybrid Si-SWCNT Anode Structures for Li-Ion Batteries

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