Michael Hagmann

Immunology and Microbiology · Life Sciences

26h-index2.4kcitations157works0.22yr avg
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Research Topics

Reproductive tract infections research(8), Sepsis Diagnosis and Treatment(7), Preterm Birth and Chorioamnionitis(7), Respiratory Support and Mechanisms(6), Explainable Artificial Intelligence (XAI)(5)

Publications157 total

An Advanced Co-Culture Model of the Human Blood-Cerebrospinal Fluid Barrier for Separate Analysis of Choroid Plexus Epithelium and Endothelium
Journal of Visualized Experiments·2025
Compositionality in Time Series: A Proof of Concept using Symbolic Dynamics and Compositional Data Augmentation
arXiv (Cornell University)·2025Open Access
Early Prediction of Causes (not Effects) in Healthcare by Long-Term Clinical Time Series Forecasting
arXiv (Cornell University)·2024Open Access
Validity, Reliability, and Significance
Synthesis lectures on human language technologies·2024· 2 citedOpen Access
Analyzing Inferential Reproducibility
Synthesis lectures on human language technologies·2024
Significance
Synthesis lectures on human language technologies·2024
Introduction
Synthesis lectures on human language technologies·2024
Validity
Synthesis lectures on human language technologies·2024
Reliability
Synthesis lectures on human language technologies·2024
Preload Responsiveness in Patients With Acute Respiratory Distress Syndrome Managed With Extracorporeal Membrane Oxygenation
ASAIO Journal·2023· 1 cited
Validity problems in clinical machine learning by indirect data labeling using consensus definitions
arXiv (Cornell University)·2023· 1 citedOpen Access
Towards Inferential Reproducibility of Machine Learning Research
arXiv (Cornell University)·2023· 1 citedOpen Access
Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis
arXiv (Cornell University)·2022Open Access
Ground truth labels challenge the validity of sepsis consensus definitions in critical illness
Journal of Translational Medicine·2022· 13 citedOpen Access
Validity, Reliability, and Significance
Synthesis lectures on human language technologies·2022· 10 cited
Reliability
Synthesis lectures on human language technologies·2022
Validity
Synthesis lectures on human language technologies·2022
Introduction
Synthesis lectures on human language technologies·2022
Significance
Synthesis lectures on human language technologies·2022
Validity, Reliability, and Significance: Empirical Methods for NLP and Data Science
Synthesis lectures on human language technologies·2021· 5 citedOpen Access
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Frequent Co-authors

Oleg Georgiev(8), Walter Schaffner(7), Alex Farr(5), Herbert Kiss(5), Ljubomir Petričević(5), Franz-Simon Centner(4), Jochen J. Schoettler(4), Iris Holzer(3), Peter Husslein(3), Verena Schneider‐Lindner(3), Manfred Thiel(3), Joerg Krebs(3), Thomas Kirschning(3), Mattias Mandorfer(2), Simona Bota(2), Philipp Schwabl(2), Theresa Bucsics(2), Nikolaus Pfisterer(2), Alexander Blacky(2), Arnulf Ferlitsch(2)