Influence of Video-Preprocessing on Deep Learning-based Surgical Skill Assessment

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1. Outer ear reconstruction using 3D technology
2. Micro-computed tomography shows silent bubbles in squeaky mozzarella
3. Quantification of carbon black tattoo ink hydrophobicity pre- and post-sonication
4. Immediate stabilization of pedicle screws
5. Sobel edge detection for quantifying the effectiveness of focused ultrasound thalamotomy for tremor relief
6. Influence of Video-Preprocessing on Deep Learning-based Surgical Skill Assessment
7. High-speed optical observations of asymmetric pulsations of microbubbles released from tablet matrix
8. Digital personalized medical insole process
9. PH-triggered drug release of ciprofloxacin from layer-by-layer coatings on titanium
10. Sonic cracking of calcium carbonate-encapsulated microbubbles observed at moderate acoustic amplitudes
11. Evaluation of MetaHumans as Digital Tutors in Augmented Reality in Medical Training
12. Feasibility study for a possible therapy of bacterial keratitis by UVB irradiation
13. SkillsLab+ - Digitization of the Otoscopy Station through State of the Art Methods of Augmented Reality
14. Deep Learning by Domain Transfer for Early Tumor Detection in the Urinary Bladder
15. Identification of Surgical Instruments Using a Low Frequency Magnetic Field
16. Landmark-Based Generation of Common Ultrasound Views and 17-Segment Model from Cardiac Computed Tomography
17. Therapy monitoring of psoriatic arthritis patients with and without skin involvement via objective evaluation of near infrared fluorescence optical imaging: A pilot study
18. Conception of a Native Connection of Data Gloves with Haptic Feedback to an Augmented Reality-Headset with a planned evaluation in a medical use case
19. A practical example of an integrated interoperable neuromonitoring system based on IEEE 11073 SDC and HL7
20. Method for CAD/CAM-based production of patient-specific anatomical bone surrogates from polyurethane rigid foams of different densities for various clinical applications
21. Microfluidic devices for light stimulation of cell suspensions: experimental analysis of the flow behaviour using a micro-PIV system
22. Model-based Tracking of Magnetic Sensor Gloves in Real Time
23. A Concept for Myocardial Current Density Estimation with Magnetoelectric Sensors
24. Actively shielded capacitive proximity sensor for endoscopy
25. Wall-less Flow Phantoms with 3D printed Soluble Filament for Ultrasonic Experiments
26. Developing a new focal vibration and heat therapy system
27. Combined Method for Segmentation of Multiple Needles in 3D Liver CT
28. Development of a current controlled stimulation setup for investigating the effect of electrical currents on implant infections caused by biofilms
29. Machine-based emotion-assessment in waiting rooms – a feasibility and acceptance study
30. Calculation of standardized uptake values (SUVs) and time activity curves (TACs) of mice in FDG-PET
31. Design and Development of a Bioreactor System for Mechanical Stimulation of Musculoskeletal Tissue
32. Universal test bench for repeatable multiparametric cochlear implant insertion tests
33. Temporal bone phantom for decoupled cochlear implant electrode insertion force measurement
34. Controlling Leakage of Potential Juxtacrine Self-Assembled Monolayer-BMP-2 Surfaces
35. A Statistical Shape Model Pipeline to Enable the Creation of Synthetic 3D Liver Data
36. Impact of the Right Atrium on Arrhythmia Vulnerability
37. Muscle stimulation for peripheral venous oxygen saturation estimation using photoplethysmography: a proof-of-concept
38. Analysis of EDA and Heart Rate Signals for Emotional Stimuli Responses
39. Conception And Implementation of an virtual Reality application for the evaluation of different types of commercially available haptic gloves
40. Temperature-triggered liquefication of hydrogels for intentional implant removal
41. Prototype of a Coupling Device to Investigate Focused Ultrasound-Induced Inertial Cavitation for Drug Delivery Applications
42. Lymph node metastases detection in Whole Slide Images using prototypical patterns and transformer-guided multiple instance learning
43. Implementation of an Ultrasonic-Based Link for Percutaneous Communications
44. Robotic Scrub Nurse: Surgical Instrument Handling with a Granular Jamming Gripper
45. Third-order SVD based denoising of multi-channel ECG
46. Limitations of Pacemaker Spike Detection in Capacitive ECGs via Deep Learning
47. Extension of an Existing VR Memory Training with Haptic Impressions due to a Haptic Vest
48. A Lightweight Framework for Semantic Segmentation of Biomedical Images
49. Decoupling the effects of varying amplitude and frequency in the electrical stimulation of optic nerve fibers
50. Multi-Height Extraction of Clinical Parameters Improves Classification of Craniosynostosis
51. Reflection of the Medical Device Regulation
52. Roadmap to Approval of a Digital Health Application
53. Lymphoma Cell Nuclei Classification using Color and Morphology Features
54. A comparative evaluation of spatial pooling methods for surgical tool detection
55. Contactless camera-based AHI score estimation in SAS patients
56. Determination of the water content of an ex vivo porcine liver
57. Detection of activities of daily living with decision trees through a technical assistance system
58. App for the prevention of malnutrition in vegan diet
59. Conveyor-based robot allows fast and safe instrument handling in the operating room
60. Development of a camera-marker system (CMS) for locking nails during intramedullary osteosynthesis in large animals – First results
61. Investigation of knee joint stability in surgically repaired canine cruciate ligament ruptures by cyclic passive joint motions
62. Auditory Neurons on the Silk Road – spider silk for bridging the nerve-electrode-gap
63. Proof-of-Concept: Conceptual design and realisation of an educational augmented reality (AR) application for anaesthesia induction
64. Development and Evaluation of a Cost-effective IMU System for Gait Analysis: Comparison with Vicon and VideoPose3D Algorithms
65. Generation and validation of a PREP sample response
66. An approach to privacy-aware image analysis on edge devices using CNNs
67. Towards non-invasive Wilson’s disease progression monitoring based on corneal copper content
68. An affordable and safe system for game-based therapy of the ankle joint
69. A triangle-shape region of interest in cardiorespiratory estimation during sleep monitoring
70. Removing noise and overlapping spikes from extracellular recordings using a regularized denoising autoencoder
71. Speech Intelligibility: Lateral Lisp Detection for Real-Time Monitoring
72. Development of an Intelligent Walking Aid for Fall Detection
73. U-Net-based SUV calculation in FDG-PET imaging of mice brain for enhanced analysis
74. The potential role of 3D-printed phantoms in quality control of artificial intelligence-based algorithms in medical imaging
75. Simulation study of the effect of the geometrical parameters on the performance of a beta probe
76. Silent ICU based on IEEE 11073 SDC
77. Basic studies on the influence of hemorrhage on the antimicrobial effect of visible light in a trachea model
78. From Multispectral-Stereo to Intraoperative Hyperspectral Imaging: a Feasibility Study
79. Surgical Phase Recognition for different hospitals
80. Thermal measurements of a muscle-mimicking phantom during ultra-high field magnetic resonance imaging
81. A fully automated normothermic machine perfusion system for kidney grafts supporting physiological motivated flow profiles
82. The ARTEMIS project: Mixed-Signal IC for Edge-AI-based Classification of ECG Signals
83. Inkjet printability of Celecoxib drug solutions
84. Mask R-CNN Outperforms U-Net in Instance Segmentation for Overlapping Cells
85. Enabling Data-Driven Nursing Innovations: User-centered Development of a Nursing Data Module
86. Validation of ergonomic running handgrip elements to improve arm posture of running novices
87. Audio-based tissue classification - preliminary investigation for a needle procedure
88. Validation of Skin Perfusion Monitoring by Imaging PPG versus Laser Speckle Imaging
89. Optimization Techniques for Semi-Automated 3D Rigid Registration in Multimodal Image-Guided Deep Brain Stimulation
90. Using adaptive learning rate to generate adversarial images
91. Single-photon avalanche diode (SPAD) array detector for high-throughput fluorescence lifetime flow cytometry
92. Assessing the impact of a structural prior mask on EIT images with different thorax excursion models
93. Fully integrated Windows framework for source localization with MNE Python and FreeSurfer
94. Fabrication and characterization of flexible microelectrode arrays for the long-term recording of mammalian brain slices
95. Fabrication of polymer-based stents: Impact of test specimen manufacturing protocol
96. Biphasic parameter determination of sheep articular cartilage from stress relaxation data using an optimized 3D FE-based method
97. Fast 4D FEM Model for EIT Source Separation Benchmarking
98. Novel airflow ring for the reduction of germ load in a surgical field
99. Fabrication of flexible intracranial aneurysm models using stereolithography 3D printing
100. Pirfenidone release from ophthalmic implants – perspectives for a drug-eluting microstent for glaucoma therapy
101. Fallopian tube occlusion – anatomical ex vivo studies in advance of preclinical in vivo models for future microstent-based therapeutic concept evaluation
102. Diagnostic medical device for stabilized image perception of retinal blood vessels using entoptic phenomena
103. Accuracy of CT numbers and electron density calibration for mixtures of materials with low and high-atomic number
104. Test methods for evaluation of balloon expandable vascular stents – measurement of radial strength and stiffness
105. Development of quality criteria for long-term testing of intracortical electrodes
106. Analyzing the Effect of Age and Gender on the Blink Reflex using MediaPipe
107. Determination of material properties from tissue samples of low strength and size
108. Defibrillation data analysis of prehospital resuscitation scenarios having different impulse durations
109. Ceftriaxone-loaded PLLA-co-PEG nonwovens towards implant-associated infection prevention
110. Fabrication and characterization of CMOS-compatible perforated micromembranes for biomedical applications
111. Design of a miniaturized wearable EIT system for imaging and hand gesture recognition
112. Towards Dual-Use Training Simulator in Interventional Neuroradiology
113. Manufacture and extraction of PLLA films with incorporated metal ions
114. Designing and Validating Magnetic Motion Sensing Approaches with a Real-time Simulation Pipeline
115. Strain-rate dependence of mechanical characteristics of PLLA with different MW
116. Computer-assisted generation of anaesthesia report during laparoscopic procedures
117. Unsupervised GAN epoch selection for biomedical data synthesis
118. Deep.Neural.Signal.Pre-Processor - Towards Development of AI-enhanced End-to-End BCIs
119. Development of a test setup for hydrodynamic characterization of hydrocephalus shunts
120. Symmetry of Respiration Induced Upper Body Movements
121. Discrepancy Between LGE-MRI and Electro-Anatomical Mapping for Regional Detection of Pathological Atrial Substrate
122. Randomized Registry Trials - efficient post market clinical follow-up for medical devices
123. Domain Transfer in Histopathology using Multi-ProtoNets with Interactive Prototype Adaptation
124. Post-modification of PLLA nanofiber nonwovens by various solvent treatments
125. In silico model to assess thrombosis risk of TAVR with hemodynamic predictors using fluid structure interaction
126. Comparison of steady-state and transient flow measurements for the characterization of paravalvular leakage of transcatheter-aortic valve prostheses
127. Non-invasive glucose sensing via the fingernail bed using THz radiation
128. Evaluation of flushing parameters for clear view vascular endoscopy
129. Innovative Hybrid Halbach Array for Steering Magnetic Nanoparticles Through a Bifurcation
130. Augmentation of experimentally obtained flow fields by means of Physics Informed Neural Networks (PINN) demonstrated on aneurysm flow
131. Telemonitoring – Regulations and Opportunities
132. Smartphone-Based Videonystagmography Using Artificial Intelligence
133. Biomechanical Test Setup for the Investigation of Forehead Suture Techniques
134. Multifrequency bioimpedance device based on the Analog Discovery 2: performance and characterization
135. Ag sputter coating of PLLA nonwovens
136. Training and education of young physicians and engineers in the field of endoscopy and laparoscopy – a review of Germany-wide joint cooperation and training possibilities
137. Enhancement and labelling of OCT images
138. Investigation of manufacturing deviations of CPC scaffolds for improving the design process
139. Prediction of Arousal and Valence State from Electrodermal Activity using Wavelet based ResNet50 Model
140. Towards AI-driven minimally invasive needle interventions
141. Accuracy Evaluation of 3D Pose Estimation with MediaPipe Pose for Physical Exercises
142. PCB Coil Enables In Situ Calibration of Magnetoelectric Sensor Systems
143. Modified Allen Test Assessment via Imaging Photoplethysmography
144. Scalable mesh microelectrode arrays for neural spheroids and organoids
145. Using Hydrogel Beads as a Blood Model in Optical Coherence Tomography
146. Transmission of Vital Data into the German Electronic Health Record
147. Radial compliance of porcine Fallopian tubes ex vivo – perspectives for the development of a gynecological microstent
148. On the thermographic measurement of the respiratory rate
149. Deep Semantic Segmentation of Cell Painted Nuclei Images using UNet++
150. A comparison of two CNN-based instrument detection approaches for automated surgical assistance systems
151. Delineating QRS detector parameter based ECG-Beat classification
152. Evaluation of loading behavior of a selfexpanding polymeric microstent for the treatment of Fallopian tube occlusions
153. 3D Hyperspectral Light-Field Imaging: a first intraoperative implementation
154. Automatic Registration of Anatomical Structures of Stereo-Endoscopic Point Clouds
155. Reduction of Uncertainty in Bolus Transit Time Measurement in Quantitative Fluorescence Angiography
156. Towards the Application of Hearables for Near-Fall Detection
157. Method for fabrication of laser-induced periodic surface structures on vascular stents
158. Laparoscopic surgery augmentation through vibro-acoustic sensing of instrument-tissue interactions
159. Generation of 3D models of victims within their surroundings at rescue sites
160. Centriselect – A novel approach for centrifugal cell separation
161. A CNN-BiLSTM Deep Learning Model for Automatic Scoring of EEG Signals
162. High-Speed Laser Drilling for Dental Implantation: Ablation Process and Applicator Technology
163. Resolution-based comparative analysis of 4D-phase-contrast magnetic resonance images and hemodynamic simulations of the aortic arch
164. Design of a Flexible mechatronic system for mechanical impedance measurement of the wrist as one step towards robotic rehabilitation
165. AUC margin loss for limited, imbalanced and noisy medical image diagnosis – a case study on CheXpert5000
166. 3D-printed scaffolds with perfusable channels for low-cost large construct 3D cell culture
167. Core-Shell-Nanoparticles with Superparamagnetic Properties for Novel Applications as Biomaterials
168. Mechanical Adaptive Silicone Composites for UV-triggered Facilitated Cochlear-Implant Removal
169. Enhancing virtual monoenergetic images for non-congruent dual-energy CT projection data
170. Optimization and evaluation of a mobile IMU-based ballistocardiography system
171. Comparing Pertubagens from Differential Gene Expression Data Analysis of ASD using Random Forest and Statistical Test
172. Analysis of stretch distribution of high compliant elastomers within folded lumen vessels
173. A feasibility study on using EEG for Biometric Trait Authentication System
174. ECG based Categorical emotion classification using time-domain features and Machine Learning
175. Augmented Smart Insoles – Prototyping a Mobile Application: Usage Preferences of Healthcare Professionals and People with Foot Deformities
176. Quantitative ECG based emotion state recognition using Detrended Fluctuation Analysis
177. Deep Learning Based Quality Prediction of Retinal Fundus Images
178. Fabrication of biomimetic antibacterial titanium surfaces by hydrothermal oxidation
179. Acoustic Emission Analysis (AEA) in unilateral leg amputees as a future quality tool in orthopaedic technology to evaluate the adjusted prosthesis in relation to gonarthritis
180. Investigation of the antiadhesive properties of biomimetic titanium nanostructures in fluidic flow
181. Diagnostics of Multi Drug Resistant Tuberculosis in Chest Radiographs using Local Textures & Extreme Gradient Boosting
182. Intra-operative test electrode and electrical auditory brainstem response after preoperative assessment in cochlear implant candidacy
183. Re-evaluation of local anesthesia transtympanic electrical auditory brainstem response in cochlear implant candidacy