Search Results - "Rostalski, Philipp"

A Comprehensive Mathematical Model of Motor Unit Pool Organization, Surface Electromyography, and Force Generation by Petersen, Eike, Rostalski, Philipp

“…Neuromuscular physiology is a vibrant research field that has recently seen exciting advances. Previous publications have focused on thorough analyses of…”
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Surface EMG-based quantification of inspiratory effort: a quantitative comparison with P es by Graßhoff, Jan, Petersen, Eike, Farquharson, Franziska, Kustermann, Max, Kabitz, Hans-Joachim, Rostalski, Philipp, Walterspacher, Stephan

“…Inspiratory patient effort under assisted mechanical ventilation is an important quantity for assessing patient-ventilator interaction and recognizing over and…”
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Uncertainty Analysis of Deep Kernel Learning Methods on Diabetic Retinopathy Grading by Siebert, Marlin, Grasshoff, Jan, Rostalski, Philipp

“…Diabetic retinopathy (DR) is a leading cause of vision loss. Therefore, screening for early signs and assessment of the DR severity is crucial and extensively…”
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Removing Cardiac Artifacts From Single-Channel Respiratory Electromyograms by Petersen, Eike, Sauer, Julia, GraBhoff, Jan, Rostalski, Philipp

“…Electromyographic (EMG) measurements of the respiratory muscles provide a convenient and noninvasive way to assess respiratory muscle function and detect…”
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Feedback Linearization of a Blower in an Anesthesia Workstation by Prüßmann, Jannik, Männel, Georg, Brendle, Christian, Rostalski, Philipp

“…Radial compressors, Blowers, which are often used in modern devices for medical ventilation, are known to have non-linear dynamics regarding the generated…”
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Investigation of an Acceleration Pipeline for Single Fiber Action Potential Simulation by Oltmann, Andra, Petersen, Eike, Kusche, Roman, Rostalski, Philipp

“…Surface electromyography (sEMG) records the electrical potentials on the skin surface generated by the electrical activity of muscle fibers. To better…”
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Modelling of a Positive End-Expiratory Pressure Valve with a Voice-coil Actuator by Brütt, Robin, Männel, Georg, Brendle, Christian, Rostalski, Philipp

“…The positive end-expiratory pressure (PEEP) valve is important in the regulation of the pressure at the patient airways in devices for mechanical ventilation…”
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Stochastic variational deep kernel learning based diabetic retinopathy severity grading by Siebert, Marlin, Tesmer, Nikolay, Rostalski, Philipp

“…The retinal disease Diabetic retinopathy (DR) is one of the most probable causes of blindness. Automatic detection of DR is mostly done using convolutional…”
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Mathematical lung model for local gas exchange based on EIT-measurements by Hennigs, Carlotta, Becher, Tobias, Rostalski, Philipp

“…In this work we present a four compartment mathematical lung model to simulate the local gas exchange based on electrical impedance tomography (EIT) input. The…”
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Automated characterization of patient–ventilator interaction using surface electromyography by Sauer, Julia, Graßhoff, Jan, Carbon, Niklas M., Koch, Willi M., Weber-Carstens, Steffen, Rostalski, Philipp

“…Background Characterizing patient–ventilator interaction in critically ill patients is time-consuming and requires trained staff to evaluate the behavior of…”
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Spatial Sensitivity of ECG Electrode Placement by Oltmann, Andra, Kusche, Roman, Rostalski, Philipp

“…The electrocardiogram (ECG) is a well-known technique used to diagnose cardiac diseases. To acquire the spatial signal characteristics from the thorax,…”
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Exploitation of Kronecker Structure in Gaussian Process Regression for Efficient Biomedical Signal Processing by Prüßmann, Jannik, Graßhoff, Jan, Rostalski, Philipp

“…Gaussian processes are a versatile tool for data processing. Unfortunately, due to storage and runtime requirements, standard Gaussian process (GP) methods are…”
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Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions by Petersen, Eike, Potdevin, Yannik, Mohammadi, Esfandiar, Zidowitz, Stephan, Breyer, Sabrina, Nowotka, Dirk, Henn, Sandra, Pechmann, Ludwig, Leucker, Martin, Rostalski, Philipp, Herzog, Christian

“…Machine learning is expected to fuel significant improvements in medical care. To ensure that fundamental principles such as beneficence, respect for human…”
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Control of a blower-based lung simulator for testing of mechanical ventilators by David, Pysik, Sandra, Henn, Georg, Mannel, Philipp, Rostalski

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Towards Dual-Use Training Simulator in Interventional Neuroradiology by Paulsen, Benjamin Alexander, Schwenke, Hannes, Schramm, Peter, Männel, Georg, Rostalski, Philipp

“…Cerebral aneurysms are common lesions in the general population and are increasingly treated by endovascular procedures. Training of these methods not only…”
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A Robust Multi-Channel EMG System for Lower Back and Abdominal Muscles Training by Kusche, Roman, Graßhoff, Jan, Oltmann, Andra, Boudnik, Lukas, Rostalski, Philipp

“…EMG is an established method to acquire the action potentials of contracted muscles. Although commercial EMG systems are available and it is one of the most…”
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Functional Safety Concept EGAS for Medical Devices by Paulsen, Benjamin Alexander, Henn, Sandra, Männel, Georg, Rostalski, Philipp

“…For patient safety, it is important that a medical device can safely and reliably perform its intended purpose. The challenge in medical technology is that…”
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Development of a Novel Low-cost Lung Function Simulator by Bautsch, Florian, Männel, Georg, Rostalski, Philipp

“…In order to test medical devices, industry increasingly uses simulators closely reassembling the behaviour of physiological systems. In the context of…”
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Towards Test Bench for Aspiration Catheters in Realistic Evaluation Scenarios by Paulsen, Benjamin Alexander, Schwenke, Hannes, Seemann, Jakob, Schramm, Peter, Männel, Georg, Rostalski, Philipp

“…Aspiration catheters play an important role in mechanical thrombectomy in interventional neuroradiology as they provide support for stent retrievers or are…”
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Influence of Video-Preprocessing on Deep Learning-based Surgical Skill Assessment by Wolf, Georg, Geck, Paulina Amelie, Hagenah, Jannis, Maennel, Georg, Keck, Tobias, Rostalski, Philipp, Ipsen, Svenja

“…Automatic surgical skill assessment in robotic surgery based on video data is essential in facilitating faster learning curves for trainees while relieving…”
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