Use of artificial intelligence and neural networks for analysis and gesture detection in electrical impedance tomography

Artikel in diesem Heft

1. 5G as enabler for Digital Healthcare
2. Towards an integrated emergency medical care using 5G networks
3. Requirements for 5G Integrated Data Transfer in German Prehospital Emergency Care
4. Telemedical consultation for remote islands
5. Requirement Analysis for an Aerial Relay in Emergency Response Missions
6. A novel combined level set model for automatic MR image segmentation
7. Investigating the influence of dielectric pads in 7T magnetic resonance imaging – simulated and experimental assessment
8. Novel Assistive Device for Tomographic Ultrasound Neck Imaging vs. Freehand
9. Impact of artificial airway resistances on regional ventilation distribution during airway closure
10. Global Inhomogeneity Index Evaluation of a DCT-based EIT Lung Imaging
11. A Deep-Learning Approach to Detect Fiducials in Planar X-Ray Images for Undistortion of Conventional C-Arm Images
12. Deep-learning based reconstruction of the stomach from monoscopic video data
13. A method to determine the radial compliance of porcine coronary arteries ex vivo via optical coherence tomography
14. EIT based intrathoracic pulsatile impedance measurements during apnea: a case study
15. Automated Cephalometric Landmark Localization using a Coupled Shape Model
16. Estimating regional pulmonary blood flow in EIT with regularized deconvolution with a Tikhonov regularization
17. Evaluation of the Impact of Static Interference on an Empirical Data Based Static Magnetic Localization Setup for Capsule Endoscopy
18. Manual versus Automatic Classification of Laryngeal Lesions based on Vascular Patterns in CE+NBI Images
19. Development of a biodegradable microstent for minimally invasive treatment of Fallopian tube occlusions
20. Sensitivity analysis of FDA´s benchmark nozzle regarding in vitro imperfections - Do we need asymmetric CFD benchmarks?
21. Dexamethasone release from photopolymerised PEGDA700 for cochlea drug delivery
22. Transfer activities for cardiovascular, ophthalmologic and otolaryngologic medical device innovations
23. Wearable Pressure Sensing for Vojta Therapy Guidance
24. Automated incisional hernia characterization by non-rigid registration of CT images – a pilot study
25. Optimization Framework to Identify Constitutive Law Parameters of the Human Heart
26. Sensitivity analysis of a computer model of neonatal oxygen transport
27. A rule-based expert system for real-time feedback-control in deep brain stimulation
28. Reduced order method for finite difference modeling of cardiac propagation
29. Developments in Modelling Bone Screwing
30. Analysis and visualisation of tremor dynamics in deep brain stimulation patients
31. Efficient Body Registration Using Single-View Range Imaging and Generic Shape Templates
32. Robot-assisted Ultrasound-guided Tracking of Anatomical Structures for the Application of Focused Ultrasound
33. Telemanipulation of an Articulated Robotic Arm using a Commercial Virtual Reality Controller
34. Approaches for Solution-Processed Encapsulation of Printed Medical Wearable Devices
35. Modelling and prototyping of a microfluidic cartridge for extracting immune cells from small volume blood samples
36. Novel dry electrode EEG headbands for home use: Comparing performance and comfort
37. In situ impedance measurements on postmortem porcine brain
38. Automatic Classification of the Movements of Directed and Undirected Subviral Particles
39. Cross-sectional analysis of tubular polymer semi-finished products using ultrasound in comparison with other measuring methods
40. Water uptake of various electrospun nonwovens
41. Investigations of flow alteration of commissural misalignment of TAVR using Particle Image Velocimetry
42. Development of a multi-well-chip for studying 2D and 3D tumor cell migration and spheroid growth in electrical fields
43. Degradable dual co-electrospun polyester based nonwovens for guided tissue regeneration
44. Immobilizing hydrolytic active Papain on biodegradable PLLA for biofilm inhibition in cardiovascular applications
45. Initial study on removing cellular residues from hydrostatic high-pressure treated allogeneic tissue using ultrasound
46. Protein Adsorption Hysteresis and Transient States of Fibrinogen and BMP-2 as Model Mechanisms for Proteome-Binding to Implants
47. Investigating dynamic-mechanical properties of multi-layered materials for biomedical applications
48. Development of UV-Reactive Electrospinning Method Based on Poly(ethylene glycol) diacrylate Crosslinking
49. PEGDA drug delivery scaffolds prepared with UV curing process
50. Comparison of Resistive and Optical Strain Measurement for Early Fracture Detection
51. Recognition of tenogenic differentiation using convolutional neural network
52. Dual-Lead 55 mm Impedance Pneumography
53. Smart 4D-printed implants and instruments
54. Polymeric stents for the Eustachian tube: development and human cadaver study
55. Transcatheter mitral valve repair devices - in vitro studies on the influence of device-width on mitral regurgitation
56. Development of a limbal fixation mechanism for a minimally invasive implantable glaucoma microstent
57. A pilot study: development of bonepreserving- biomimetic artificial femoral head cover
58. Wearable motion sensors and digital biomarkers in stroke rehabilitation
59. Wearable Impedance Pneumography
60. Measurement of respiratory rate with inertial measurement units
61. An alternative way to measure total lung capacity: a pilot study
62. First results of computer-enhanced optical diagnosis of bladder cancer
63. Raman Spectroscopy to Characterize Bladder Tissue for Multidimensional Diagnostics of Cancer in Urology
64. Metabolic Imaging by Simultaneous FLIM of NAD(P)H and FAD
65. A multispectral 3D-Endoscope for Cholesteatoma Removal
66. Semi-automatic decision-making process in histopathological specimens from Barrett’s carcinoma patients using hyperspectral imaging (HSI)
67. Detecting Bacteria on Wounds with Hyperspectral Imaging in Fluorescence Mode
68. Simulating a Ground Truth for Transit Time Analysis of Indicator Dilution Curves
69. Neurophotonic Scanning System – Towards Automatic Infrared Neurostimulation
70. Measurement of the retinal irradiation exposure during diaphanoscopic illumination
71. Developing an Intuitive and Feasible Setup for In-room Control During MRI-guided Interventions
72. Fully Data-Driven Pseudohealthy Synthesis for Planning Valve-Sparing Aortic Root Reconstruction using Conditional Variational Autoencoders
73. Novel flexible endoscope concept with swiveling camera tip
74. Proof of Concept for Ozone-Based Disinfection of Heater Cooler Units
75. Integration of antimicrobial substances in 3-D printed plastics
76. Durability and stability of antimicrobial coated surfaces
77. Clinical validation and efficacy of a temperature-controlled ventilation system (TcAF) in the OR to reduce surgical site infections
78. Relevance and implications of positioning analysis for infection-preventive effectiveness of ventilation systems with low-turbulence dis-placement flow
79. Real World Experience with an Optimized Control Scheme for a Ventricular Assist Device
80. Robust predictive control for respiratory CO₂ gas removal in closed-loop mechanical ventilation: An in-silico study
81. A novel approach for increasing the traceability of 3D printed medical products
82. The evaluation of synthetic datasets on training AlexNet for surgical tool detection
83. Automatic Detection and Classification of Cough Events Based on Deep Learning
84. Standardization of in vitro testing for cardiovascular implants in the era of European Medical Device Regulation
85. Standardization of in vitro testing for cardiovascular implants in the era of European Medical Device Regulation
86. Medical Device Regulation and current challenges for the implementation of new technologies
87. Automatic Detection of Pediatric Craniofacial Deformities using Convolutional Neural Networks
88. Use of Electrical Impedance Spectroscopy to Distinguish Cancer from Normal Tissues with a Four Electrode Terminal Setup
89. Introducing a Linear Gamma Variate Fit to Measure Pulmonary Perfusion with Electrical Impedance Tomography
90. Actuation of a magnetically coated swimmer in viscous media with a magnetic particle imaging scanner
91. EEG-Based Classification of the Driver Alertness State
92. Digital process chains for patient specific medical devices
93. Machine learning based identification of elderly persons with cognitive impairment using dynamic time warping
94. Data Recording Framework for Physiological and Surgical Data in Operating Theatres
95. Knetex – Development of a textile-integrated sensor system for feedback-supported rehabilitation after surgery of the anterior cruciate ligament
96. Sensation thresholds in electrocutaneous stimulation
97. Machine Learning Techniques for Parkinson’s Disease Detection using Wearables during a Timed-up-and-Go-Test
98. A Concept for Context Awareness in Smart Environments
99. ForeSight - AI-based Smart Living Platform Approach
100. Contactless Interactive Fall Detection and Sleep Quality Estimation for Supporting Elderly with Incipient Dementia
101. The influence of strut-connectors in coronary stents: A comparison of numerical simulations and μPIV measurements
102. Method for assessment of matching of total ankle joint endoprostheses based on CT data
103. Evaluation of semi-supervised learning using sparse labeling to segment cell nuclei
104. Development of a realistic venepuncture phantom
105. DLP 3D printing of Dexamethasoneincorporated PEGDA-based photopolymers: compressive properties and drug release
106. Cell-derived Extracellular Matrix as maintaining Biomaterial for adipogenic differentiation
107. Multi-channel impedance analyzer for automated testing of networks and biomaterials
108. Optimization of online particle counting with a 3D-printed bubble trap
109. Study of poly(L-lactide) using Fast Scanning Calorimetry
110. Composite polyelectrolyte multilayers for biofunctionalization of medical devices
111. Fibrosis: Altered gene expression in TGF-β stimulated human fibroblasts of the Tenon
112. Wear and corrosion in medical applications
113. Computed fiber evaluation of SEM images using DiameterJ
114. Development of an in vitro measurement method for improved assessment of the side branch expansion capacity
115. Sulfated Hyaluronan coating of polyurethanebased implant materials
116. Systematic microscopic analysis of retrieved stents from a patient with pancreatic necrosis
117. Impact of aortic annulus geometry according to ISO 5840:2019 (draft) on hydrodynamic performance of transcatheter aortic valve prostheses
118. Accelerated Degradation of polymeric surgical suture materials
119. Permeability and wettability of bioresorbable nanofiber nonwoven membranes
120. Adaptable Superfibers as Implant Material
121. Printing of vessels for small functional tissues – a preliminary study
122. Evaluation of antibacterial properties of polyelectrolyte multilayer coatings by norm tests
123. Comparison of open versus endovascular surgical treatment of abdominal aortic aneurysm
124. Polyimide-based Thin Film Conductors for High Frequency Data Transmission in Ultra- Conformable Implants
125. Femoral Shape and Size Variability from segmented CT datasets for patient-specific THA planning
126. Use of artificial intelligence and neural networks for analysis and gesture detection in electrical impedance tomography
127. Quantification of Interpatient 12-lead ECG Variabilities within a Healthy Cohort
128. MagCPP: A C++ toolbox for Combining Neurofeedback with Magstim transcranial magnetic stimulators
129. Deep learning-based recognition of cell structures in fluorescence microscopy sequences with respect to their morphology on cells infected with Marburg virus
130. Evaluation of HRV estimation algorithms from PPG data using neural networks
131. Continuous signal quality estimation for robust heart rate extraction from photoplethysmographic signals
132. Investigating an Optimal Signal Epoch Length for Cardiotocographic Classification
133. An introduction to Acoustic Emission Analysis (AEA) based medical diagnostic techniques: Screening and Monitoring of cartilage defects in knee joint osteoarthrosis
134. Diagnostic Capabilities of a Smartphone- Based Low-Cost Microscope
135. Extension of the Stoichiometric Calibration of CT Hounsfield values to Metallic Materials
136. Compact Microscope Module for High- Throughput Microscopy
137. Validation of iterative CT reconstruction by inter and intra observer performance assessment of artificial lung foci
138. Determination of the Cavitation Pressure Threshold in Focused Ultrasound Wave Fields applied to Sonosensitive, Biocompatible Nanoparticles for Drug Delivery Applications
139. In Vivo Study on Magnetomotive Ultrasound Imaging in the Framework of Nanoparticle based Magnetic Drug Targeting
140. Validating a Numerical Simulation of Human Heart Motion Using Clinical Data
141. Simulation system for intraoperative neuromonitoring
142. Electrode Model and Simulation of His- Bundle Pacing for Cardiac Resynchronization Therapy
143. Transverse dose profile simulation of extruded lines for a 3D printed models for superficial skin cancer therapy
144. Web-based Prostate Visualization Tool
145. Swipe up to smoke less cigarettes! Introducing a mobile Approach-Avoidance Task Application to fight Smoking
146. Surgical Audio Guidance: Feasibility Check for Robotic Surgery Procedures
147. Psychometric test system for measuring cognitive reaction time
148. Progressive Dynamic Time Warping for Noninvasive Blood Pressure Estimation
149. Decomposition and modeling of signal shapes of single point cardiac monitoring
150. Endoscopic filter fluorometer for emission detection of Protoporphyrin IX and its direct precursors in PDT and PDD
151. Is a thin diameter ureteroscope feasible for image guided intravascular procedures?
152. Acoustic sensing of tissue-tool interactions – potential applications in arthroscopic surgery
153. HealthTEC Innovation Design - a proposal for a novel Master degree program based on Unmet Clinical Need, global Healthcare Challenges, and 21st century skills
154. How do we need to adapt Biomedical Engineering Education for the Health 4.0 challenges?
155. Investigation of vibration parameters for needle insertion force reduction
156. Workflow and Human-Centered Risk Analysis for Novel Mechatronic Rescue Aids I.
157. Workflow and Human-Centered Risk Analysis for Novel Mechatronic Rescue Aids II.
158. Microstructured ceramic and metallic implant surfaces and their impact on the viscosity of a synovia fluid substitute
159. High-Current Neutral Electrodes
160. Nurses’ attitudes towards occupational transformation processes brought about by digital care technologies