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AI Approaches towards Prechtl’s Assessment of General Movements: A Systematic Literature Review
Sensors, 20, 18, 5321, 2020
Analysis of the Relevance of Physiological Signals for Sleep Stage Classification using Deep Neural Networks
In: 65th Annual Meeting of the German Association for Medical Informatics, Biometry and Epidemiology (GMDS), Berlin, Germany, 2020
Automatic Detection of the Cracks on the Concrete Railway Sleepers
International Journal of Pattern Recognition and Artificial Intelligence, 33, 9, 2019
Automatic Nightmare Recognition Using Convolutional Neural Network
In: (eds.), Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 187-190, 2022
Biomedical Data Acquisition and Processing to Recognize Emotions for Affective Learning
In: 18th IEEE International Conference on BioInformatics and BioEngineering (BIBE 2018), Taichung, Taiwan, IEEE, 2018
Breathing Rate Estimation during Sleep using Capacitive ECG Electrodes
In: (eds.), Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 211-214, 2021
Classification of Heat-Induced Pain Using Physiological Signals
In: 8th International Conference on Information Technologies in Biomedicine (ITIB 2020), Kamień Śląski, Poland, Springer, 2020
Codebook-based electrooculography data analysis towards cognitive activity recognition.
Computers in biology and medicine, 95, 277-287, 2018
A Comparative Study of Feature Selection Approaches for Human Activity Recognition Using Multimodal Sensory Data
Sensors, MDPI, 21, 7, 2368, 2021
Comparison of 2.4 GHz WiFi FTM- and RSSI-Based Indoor Positioning Methods in Realistic Scenarios
Sensors, MDPI, 20, 2020
Comparison of Data Augmentation Techniques for PhenotypeData of Parkinson’s Patients
In: (eds.), Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 207-210, 2022
Comparison of deep reinforcement learning algorithms for Catheter-based interventions
In: (eds.), Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 313-316, 2021
Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors.
Sensors (Basel, Switzerland), 18, 2, 2018
A Comprehensive Review of Image Analysis Methods for Microorganism Counting: From Classical Image Processing to Deep Learning Approaches
Artificial Intelligence Review, Springer, 2021
A computer vision-based system for monitoring Vojta therapy.
International journal of medical informatics, 113, 85-95, 2018
Cross- View Gait Recognition Using Non-Linear View Transformations of Spatiotemporal Features
In: 25th IEEE International Conference on Image Processing (ICIP) 2018, Athens, Greece, IEEE, 773-777, 2018
Cross-modal Music Emotion Retrieval Using DeepCCA
In: 8th International Conference on Information Technologies in Biomedicine (ITIB 2020), Kamień Śląski, Poland, Springer, 2020
Deep Learning for Object Tracking in 360 Degree Videos
In: 11th International Conference on Computer Recognition Systems (CORES 2019), Polanica-Zdrój, Poland, Progress in Computer Recognition Systems, Springer, 205-213, 2019
Deep Malaria Parasite Detection in Thin Blood Smear Microscopic Images
Applied Sciences, MDPI, 114, 5, 2284, 2021
Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification
Sensors, 20, 15, 4271, 2020
Detecting behavioral changes of an individual using a Random Forest classifier on floor sensor data
In: (eds.), Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 203-206, 2022
Detecting Walking Challenges in Gait Patterns Using a Capacitive Sensor Floor and Recurrent Neural Networks
Sensors, MDPI, 21, 4, 1086, 2021
Detection of glycemic abnormalities based on continuous glucose measurements
In: (eds.), Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 155-158, 2021
Detection of Infantile Movement Disorders in Video Data Using Deformable Part-Based Model.
Sensors (Basel, Switzerland), 18, 10, 2018
Electromyography-based Translator of the Polish Sign Language
7th International Conference on Information Technologies in Biomedicine (ITIB 2019), Springer, Kamień Śląski, Poland, 2019
Electrooculography Application in Vision Therapy Using Smart Glasses
7th International Conference on Information Technologies in Biomedicine (ITIB 2019), Springer, Kamień Śląski, Poland, 2019
Environmental microorganism classification using conditional random fields and deep convolutional neural networks
Pattern Recognition, 77, 248-261, 2018
Extended Ventilation Test Framework to Compare Different Ventilation Prototypes
In: (eds.), Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 133-136, 2022
Fast Kernel Density Estimation Using Gaussian Filter Approximation
In: International Conference on Information Fusion (FUSION) 2018, Cambridge, United Kingdom, IEEE, 1233-1240, 2018
Feature Extraction and Classification of Sensor Signals in Cars Based on a Modified Codebook Approach
11th International Conference on Computer Recognition Systems (CORES 2019), Springer, Polanica-Zdrój, Poland, 2019
A general framework for sensor-based human activity recognition.
Computers in biology and medicine, 95, 248-260, 2018
Improving the Usability of a User Interface for the Creation of PCR Test Specifications
In: (eds.), Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 113-116, 2022
Labeling of Partially Occluded Regions via the Multi-Layer CRF
Multimedia Tools and Applications, 78, 2, 2551-2569, 2019
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation
Pattern Recognition, Elsevier, 115, 2021
Marker-Based Movement Analysis of Human Body Parts in Therapeutic Procedure
Sensors, 20, 11, 3312, 2020
A Non-linear View Transformations Model for Cross-view Gait Recognition
Neurocomputing, 402, 100-111, 2020
A Polar Model for Fast Object Tracking in 360-Degree Camera Images
Multimedia Tools and Applications, 78, 7, 9275-9297, 2019
Quality Assessment of 3D Synthesized Images Based on Textural and Structural Distortion Estimation
Applied Sciences, MDPI, 11, 6, 2666, 2021
Recognition of Typical Locomotion Activities Based on the Sensor Data of a Smartphone in Pocket or Hand
Sensors, MDPI, 20, 22, 2020
Representation and Matching of Team Managers: An Experimental Research
IEEE Transactions on Computational Social Systems, 5, 2, 311-323, 2018
Segmentation of infants in depth data: Evaluation of thresholding approaches
In: (eds.), Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 307-310, 2022
Sensor Headband for Emotion Recognition in a Virtual Reality Environment
In: 6th International Conference on Information Technologies in Biomedicine (ITIB 2018), Kamień Śląski, Poland, Springer, 539-548, 2018
Short-Term Load Forecasting Using an Attended Sequential Encoder-Stacked Decoder Model with Online Training
Applied Sciences, MDPI, 11, 2021
Short-term Load Forecasting with Discrete State Hidden Markov Models
Journal of Intelligent & Fuzzy Systems, 38, 2, 2273-2284, 2020
Sleep stage classification for child patients using DeConvolutional Neural Network
Artificial Intelligence in Medicine, 110, 101981, 2020
Spatiotemporal features of human motion for gait recognition
Signal, Image and Video Processing, 2018
English
DeutschMedizinische Informatik
an der Uni Lübeck studieren
Institutssekretariat
Susanne Petersen
Tel+49 451 3101 5601
Fax+49 451 3101 5604
Gebäude 64 (Informatik)
Ratzeburger Allee 160
23538 Lübeck
Deutschland
Susanne Petersen
Tel+49 451 3101 5601
Fax+49 451 3101 5604
Gebäude 64 (Informatik)
Ratzeburger Allee 160
23538 Lübeck
Deutschland