The field of automation in medical engineering is one of the fundamental and fascinating areas at the interface of automation technology and medicine. Due to the advancing digitalisation and the pervasion of machine learning in all areas of life, control and automation technology is becoming increasingly important in medicine. The main objective of AUTOMED (DOI: https://doi.org/10.18416/AUTOMED) is to discuss current trends and provide a forum for new research results in this field. The interdisciplinary orientation of the event is intended to create new synergies between engineering and medical sciences.
Current Issue
Modelling and control
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Evaluation of high compliant elastomer balloons for the identification of artery biomechanics
Modelling and control, 764
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Simulation of the Respiratory CO2 Concentration with a Blower-Based Lung Simulator
Modelling and control, 726
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Modelling the Hepatic Glucose Production in Type 1 Diabetes during Aerobic Exercise
Modelling and control, 750
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Accurate and agile control of a pneumatic robotic actuator by GP-based feedforward learning
Modelling and control, 753
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Improving sleep through closed-loop autotuning of a robotic bed using Gaussian processes
Modelling and control, 722
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Control of the fraction of inspiratory oxygen of a decentralized breathing gas source
Modelling and control, 725
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Input trajectory transfer in heterogeneous dynamic systems for muscular stimulation
Modelling and control, 766
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Automation in lung support and ventilation
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A lung model considering age, sex and height: an in-silico study - gas exchange
Automation in lung support and ventilation, 733
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Influence of hyperparameter on the redistribution index in an electrical impedance tomography algorithm Using discrete cosine transformation
Automation in lung support and ventilation, 760
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A lung model considering age, sex and height: an in-silico study - lung mechanics
Automation in lung support and ventilation, 732
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Changes of human trunk circumferences during different breathing styles in different positions
Automation in lung support and ventilation, 737
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A simple mathematical lung model of Chronic Obstructive Pulmonary Disease (COPD)
Automation in lung support and ventilation, 723
Measurement technology and diagnostics
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ICL-QEPAS sensor for the detection and monitoring of respiratory components
Measurement technology and diagnostics, 773
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Estimation of ventricular volume changes for hydrocephalus treatment
Measurement technology and diagnostics, 738
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ASMO: a decentralized and verifiable interoperability platform in intensive care
Measurement technology and diagnostics, 724
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Quality of stereo matching with structured light in dependence of projecting light sources
Measurement technology and diagnostics, 748
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Signal separation in electrical impedance tomography: Applying harmonic analysis on simulated voltage data
Measurement technology and diagnostics, 758
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Sensor selection for tidal volume determination via regression – proof of methodology
Measurement technology and diagnostics, 734
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EMG based muscle fatigue detection using autocorrelation and k-means clustering
Measurement technology and diagnostics, 739
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RNN-based State and Parameter Estimation for Sparse Magnetometer-free Inertial Motion Tracking
Measurement technology and diagnostics, 745
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Early Detection of Breast Cancer Using Microwave Imaging
Measurement technology and diagnostics, 761
Rehabilitation technology
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Machine-learning based evaluation of mechanic muscle responses elicited by tSCS
Rehabilitation technology, 729
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Machine learning-based assistance for electrode position validation in tSCS
Rehabilitation technology, 735
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Gait Stability Assessment within a Patient-Cooperative Lower Limb Exoskeleton
Rehabilitation technology, 715
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Training for a running competition with a wearable robot - a patient's journey
Rehabilitation technology, 736
General procedures and methods
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A single-hidden-layer neural network for the classification of spike-waveforms
General procedures and methods, 747
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On the impact of feature reduction on leave-one-subject-out cross-validation
General procedures and methods, 718
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Applications in medicine
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Evaluation of Fitts Law for Touch Screen Human-Computer Interface: One and Two Dimensions
Applications in medicine, 716
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Implementation of ResNet-50 for the Detection of ARDS in Chest X-Rays using transfer-learning
Applications in medicine, 742
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A deep learning based instrument detection approach for automated surgical systems
Applications in medicine, 749
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Modelling tools and modelling concepts
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Fusing CNN features to improve generalisability for surgical tool classification
Modelling tools and modelling concepts, 757
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Development of a bellow-based test lung for spontaneous breathing
Modelling tools and modelling concepts, 730
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Dependency on thermal and electrical conductivity in monopolar coagulation
Modelling tools and modelling concepts, 765
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Dynamic emotion recognition using histogram of oriented gradients
Modelling tools and modelling concepts, 751
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Parameter identification of a model describing the blood glucose metabolism using clinical data
Modelling tools and modelling concepts, 756