Search Results - "Mayer, Hannah"
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A stochastic model for immunotherapy of cancer
Published in Scientific reports (11-04-2016)“…We propose an extension of a standard stochastic individual-based model in population dynamics which broadens the range of biological applications. Our primary…”
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Multiscale classification of heart failure phenotypes by unsupervised clustering of unstructured electronic medical record data
Published in Scientific reports (07-12-2020)“…As a leading cause of death and morbidity, heart failure (HF) is responsible for a large portion of healthcare and disability costs worldwide. Current…”
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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
Published in IEEE open journal of engineering in medicine and biology (01-01-2024)“…Goal: Machine learning (ML) technologies that leverage large-scale patient data are promising tools predicting disease evolution in individual patients…”
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Population pharmacokinetic analysis of rivaroxaban in children and comparison to prospective physiologically‐based pharmacokinetic predictions
Published in CPT: pharmacometrics and systems pharmacology (01-10-2021)“…Rivaroxaban has been investigated in the EINSTEIN‐Jr program for the treatment of acute venous thromboembolism (VTE) in children aged 0 to 18 years and in the…”
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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
Published in BMJ open (08-04-2021)“…IntroductionThe acute respiratory distress syndrome (ARDS) is a highly relevant entity in critical care with mortality rates of 40%. Despite extensive…”
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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
Published in Frontiers in big data (31-10-2022)“…Machine learning (ML) models are developed on a learning dataset covering only a small part of the data of interest. If model predictions are accurate for the…”
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Mammalian display to secretion switchable libraries for antibody preselection and high throughput functional screening
Published in mAbs (31-12-2023)“…Recently, there has been a co-evolution of mammalian libraries and diverse microfluidic approaches for therapeutic antibody hit discovery. Mammalian libraries…”
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Defining diurnal fluctuations in mouse choroid plexus and CSF at high molecular, spatial, and temporal resolution
Published in Nature communications (22-06-2023)“…Transmission and secretion of signals via the choroid plexus (ChP) brain barrier can modulate brain states via regulation of cerebrospinal fluid (CSF)…”
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An integrated mammalian library approach for optimization and enhanced microfluidics-assisted antibody hit discovery
Published in Artificial cells, nanomedicine, and biotechnology (01-12-2023)“…Recent years have seen the development of a variety of mammalian library approaches for display and secretion mode. Advantages include library approaches for…”
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The absence of mrp4 has no effect on the recruitment of neutrophils and eosinophils into the lung after LPS, cigarette smoke or allergen challenge
Published in PloS one (22-04-2013)“…The multidrug resistance protein 4 (Mrp4) is an ATP-binding cassette transporter that is capable of exporting the second messenger cAMP from cells, a process…”
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Stochastic modelling of T-cell activation
Published in Journal of mathematical biology (01-01-2015)“…We investigate a specific part of the human immune system, namely the activation of T-cells, using stochastic tools, especially sharp large deviation results…”
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Mechanisms of sleep and circadian ontogeny through the lens of neurodevelopmental disorders
Published in Neurobiology of learning and memory (01-04-2019)“…•Sleep and circadian disruption are highly regulated during development.•The ontogeny of sleep architecture and physiology correlates with major maturational…”
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Selective survival of Escherichia coli phylotypes in freshwater beach sand
Published in Applied and environmental microbiology (01-02-2021)“…is used as an indicator of fecal pollution at beaches despite evidence of long-term survival in sand. This work investigated the basis for survival of through…”
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Deletion of Neuronal GLT-1 in Mice Reveals Its Role in Synaptic Glutamate Homeostasis and Mitochondrial Function
Published in The Journal of neuroscience (19-06-2019)“…The glutamate transporter GLT-1 is highly expressed in astrocytes but also in neurons, primarily in axon terminals. We generated a conditional neuronal GLT-1…”
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Computer Gaming Disorder and ADHD in Young Children—a Population-Based Study
Published in International journal of mental health and addiction (01-10-2018)“…As new mass media has become a common activity already in nursery school, this study aimed to analyze computer game playing, addiction, and ADHD in a…”
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Engineering advanced neural tissue constructs to mitigate acute cerebral inflammation after brain transplantation in rats
Published in Biomaterials (01-02-2019)“…Stroke, traumatic brain injuries, and other similar conditions often lead to significant loss of functional brain tissue and associated disruption of neuronal…”
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Early prediction of decompensation (EPOD) score: Non‐invasive determination of cirrhosis decompensation risk
Published in Liver international (01-03-2022)“…Background & Aims Decompensation is a hallmark of disease progression in cirrhotic patients. Early detection of a phase transition from compensated cirrhosis…”
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Synaptic BMAL1 phosphorylation controls circadian hippocampal plasticity
Published in Science advances (27-10-2023)“…The time of day strongly influences adaptive behaviors like long-term memory, but the correlating synaptic and molecular mechanisms remain unclear. The…”
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Comment on model-based meta-analysis to evaluate optimal doses of direct oral factor Xa inhibitors in atrial fibrillation patients
Published in Blood advances (27-11-2018)Get full text
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