Mathias Baumert

Associate Professor

University of Adelaide

Australia

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Mathias Baumert is an Associate Professor at The University of Adelaide, Australia. His research primarily focuses on the intersection of cardiovascular health and sleep disorders, with recent publications addressing topics such as the cardiovascular benefits of continuous positive airway pressure and the relationship between nocturnal hypoxaemic burden and major adverse events in patients with type 2 diabetes. Additionally, he explores advancements in automated sleep assessment and brain-computer interface systems.

Articles (19)

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2025

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2022

Collaborators (11)

Jean Louis Pépin

University Hospital

FRANCE

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Michael Arzt

University Hospital Regensburg

GERMANY

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Lars Maier

University Hospital Regensburg

GERMANY

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Andrey Zinchuk

Yale University School of Medicine

UNITED STATES

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Stefan Wagner

Professor for Translational Cardiology

University of Regensburg

GERMANY

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Francesca Gelpi

Università degli Studi di Torino

ITALY

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Kelly A Loffler

Flinders University

AUSTRALIA

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kaare mikkelsen

Aarhus University

DENMARK

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Anupam Datta Gupta

Associate Professor

Queen Elizabeth Hospital

AUSTRALIA

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Alberto Porta

Full Professor

Università degli Studi di Roma Tor Vergata Facoltà di Medicina e Chirurgia

ITALY

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Sarah Immanuel

Flinders University

AUSTRALIA

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Mathias Baumert

Research Interests

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About

Articles (19)

Cardiovascular benefit of continuous positive airway pressure according to high-risk obstructive sleep apnoea: a multi-trial analysis

Nocturnal hypoxaemic burden is associated with incident major adverse cardiovascular events in patients with type 2 diabetes

Time-Domain Versus Frequency-Embedded EEG Sequences for Sensorimotor BCI Using 1D-CNN

Enhancing poststroke hand movement recovery: Efficacy of RehabSwift, a personalized brain–computer interface system

A perspective on automated rapid eye movement sleep assessment

Overcoming Uncertainties in Electrogram-Based Atrial Fibrillation Mapping: A Review

Mechanical Design, Analysis, and Dynamics Simulation of a Cable-Driven Wearable Flexible Exoskeleton System

Transvenous phrenic nerve stimulation is associated with normalization of nocturnal heart rate perturbations in patients with central sleep apnea

Evaluation of cardiovascular and cerebrovascular control mechanisms in postural orthostatic tachycardia syndrome via conditional transfer entropy: the impact of the respiratory signal type

Bio-acoustic features of depression: A review

Automatic sleep staging for the young and the old – Evaluating age bias in deep learning

L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging

Predictors of Nocturnal Hypoxemic Burden in Patients Undergoing Elective Coronary Artery Bypass Grafting Surgery

Hypoxaemic burden in heart failure patients receiving adaptive servo‐ventilation

Utilisation of machine learning to predict surgical candidates for the treatment of childhood upper airway obstruction

Modeling sleep-disordered breathing using overnight polysomnography—opportunities for patient-oriented research and patient care

Sleep characterization with smart wearable devices: a call for standardization and consensus recommendations

Pediatric Automatic Sleep Staging: A Comparative Study of State-of-the-Art Deep Learning Methods

Comparison of single-lead and multi-lead ECG for QT variability assessment using autoregressive modelling

Collaborators (11)

Jean Louis Pépin

Michael Arzt

Lars Maier

Andrey Zinchuk

Stefan Wagner

Francesca Gelpi

Kelly A Loffler

kaare mikkelsen

Anupam Datta Gupta

Alberto Porta

Sarah Immanuel

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