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Mathias Baumert

Associate Professor

University of Adelaide

Australia

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Research Interests

Anesthesiology

50%

Exercise Physiology

20%

Sleep Apnea

50%

Chronobiology

40%

Sleep Medicine

30%

Fatigue Analysis

30%

Hypoxia Research

20%

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Articles19

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

Article Link

Year:

2025

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

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Year:

2025

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

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Year:

2025

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

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Year:

2024

A perspective on automated rapid eye movement sleep assessment

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Year:

2024

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

Article Link

Year:

2024

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

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Year:

2024

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

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Year:

2023

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

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Year:

2023

Bio-acoustic features of depression: A review

Article Link

Year:

2023

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

Article Link

Year:

2023

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

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Year:

2023

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

Article Link

Year:

2023

Hypoxaemic burden in heart failure patients receiving adaptive servo‐ventilation

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Year:

2023

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

Article Link

Year:

2022

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

Article Link

Year:

2022

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

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Year:

2022

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

Article Link

Year:

2022

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

Article Link

Year:

2022

Collaborators11

Jean Louis Pépin

University Hospital

FRANCE

Michael Arzt

University Hospital Regensburg

GERMANY

Lars Maier

University Hospital Regensburg

GERMANY

Andrey Zinchuk

Yale University School of Medicine

UNITED STATES

Stefan Wagner

Professor for Translational Cardiology

University of Regensburg

GERMANY

Francesca Gelpi

Università degli Studi di Torino

ITALY

Kelly A Loffler

Flinders University

AUSTRALIA

kaare mikkelsen

Aarhus University

DENMARK

Anupam Datta Gupta

Associate Professor

Queen Elizabeth Hospital

AUSTRALIA

Alberto Porta

Full Professor

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

ITALY

Sarah Immanuel

Flinders University

AUSTRALIA

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