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Autoencoders and Variational Autoencoders in Medical Image Analysis
In: (eds.), Biomedical Image Synthesis and Simulations: Methods and Applications, Academic Press, In Press
The Architecture of a Feasibility Query Portal for Distributed COVID-19 Fast Healthcare Interoperability Resources (FHIR) Patient Data Repositories: Design and Implementation Study
JMIR Medical Informatics, 11, 5, e36709, 2022
Automatic Generation of Synthetic Data for Domain Randomization and Adaptation
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, 137-140, 2022
Analysis of the impact of super-resolution on medical CT-Scans for classification and segmentation
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, 235-238, 2022
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
Analysis and implementation of semi-supervised segmentation methods using autoencoders
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, 479-482, 2022
APERITIF – Automatic Patient Recruiting for Clinical Trials Based on HL7 FHIR
Studies in Health Technology and Informatics, 281, 58-62, 2021
The Automatic Evaluation of Metadata in Healthcare
GMS Medizinische Informatik, Biometrie und Epidemiologie, 2021
Analysing the Correlation of Geriatric Assessment Scores and Activity in Smart Homes
International Journal of UbiComp, Academy and Industry Research Collaboration Center (AIRCC), 12, 2, 1-15, 2021
Analysis of Generative Shape Modeling Approaches
In: (eds.), Bildverarbeitung für die Medizin 2021, Wiesbaden, Informatik Aktuell, Springer Fachmedien Wiesbaden, 344-349, 2021
Analysis of Data Loss when using the Archiving and Exchange Interface for Practice Management Systems
In: (eds.), Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 123-126, 2020
The AAL/Care Laboratory – A Healthcare Prevention System for Caregivers
Nanomaterials and Energy, 9, 1, 1-10, 2020
Activity Scores of Older Adults based on Inertial Measurement Unit Data in Everyday Life
In: Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020) - Volume 5: HEALTHINF, Valetta (Malta), SCITEPRESS – Science and Technology Publications, Lda., 579-585, 2020
Aortic Detection in Image Sequences of Electrical Impedance Tomography
In: (eds.), Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 335-338, 2020
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 multi-object organ detection and segmentation in abdominal CT data
In: (eds.), Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 197-200, 2020
Automatische Detektion von Zwischenorgan-3D-Barrieren in abdominalen CT-Daten
In: (eds.), Bildverarbeitung für die Medizin 2020, Berlin, Informatik aktuell, Springer Vieweg, Wiesbaden, 46-51, 2020
Automatic anatomical structure detection in aortic CT angiography
In: (eds.), Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 157-160, 2020
Automatic Quality Measurement of Aortic Contrast-enhanced CT Angiographies for Patient-specific Dose Optimization
International Journal of Computer Assisted Radiology and Surgery, 15, 1611-1617, 2020
Automatic segmentation of prostate zones in MRI data using different variants of the U-Net
In: (eds.), Student Conference 2020, Medical Engineering Science, Medical Informatics, Biomedical Engineering and Auditory Technology, Lübeck, Infinite Science Publishing, 169-172, 2020
Analysis of ISO/TS 21526 Towards the Extension of a Standardized Query API
Studies in Health Technology and Informatics, 275, 202-206, 2020
Automatic Evaluation of Metadata Quality in ISO 11179-3 Conformant Healthcare Metadata Repositories
In: GMDS, Dortmund, 2019
Aggregation and Visualization of Laboratory Data by using Ontological Tools based on LOINC and SNOMED CT
In: MedInfo, Lyon, Stud Health Technol Inform, 264, 108-112, 2019
Automatic Detection and Segmentation of the Acute Vessel Thrombus in Cerebral CT
In: (eds.), Bildverarbeitung für die Medizin 2019, Lübeck, Informatik aktuell, Springer Vieweg, Wiesbaden, 74-79, 2019
Attention gated networks: Learning to leverage salient regions in medical images
Medical Image Analysis, 53, 197-207, 2019
Automatic Detection of the Cracks on the Concrete Railway Sleepers
International Journal of Pattern Recognition and Artificial Intelligence, 33, 9, 2019
Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation
IEEE Transactions on Medical Imaging, 37, 2, 384-395, 2018
Attention U-Net: Learning Where to Look for the Pancreas
In: Conference on Medical Imaging with Deep Learning (MIDL 2018), 2018
AutoDVT: Joint Real-Time Classification for Vein Compressibility Analysis in Deep Vein Thrombosis Ultrasound Diagnostics
In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, LNCS, 11071, 905-912, 2018
Accurate model-based segmentation of gynecologic brachytherapy catheter collections in MRI-images
Medical Image Analysis, 42, 173-188, 2017
Analysis of Annotated Data Models for Improving Data Quality
Studies in health technology and informatics, 243, 190-194, 2017
Automatic Orientation Detection of Hand Structures in Digital X-Ray Images
In: (eds.), Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 203-206, 2016
Automatic Detection of Cardiac Remodeling using Global and Local Clinical Measures and Random Forest Classification
In: MICCAI Workshop on Statistical Atlases and Computational Models of the Heart, STACOM 2015, 18th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, München, Springer International Publishing, 199-207, 2016
Accurate Intervertebral Disc Localisation and Segmentation in MRI Using Vantage Point Hough Forests and Multi-atlas Fusion
In: International Workshop on Computational Methods and Clinical Applications for Spine Imaging, Springer, Cham, 77-84, 2016
Acquisition of respiratory signals and generation of visual realtime biofeedback using structured IR light surface scanning
In: (eds.), Student Conference 2016, Medical Engineering Science and Medical Informatics, Lübeck, Infinite Science Publishing, 155-158, 2016
Advances and challenges in deformable image registration: From image fusion to complex motion modelling
Medical Image Analysis, Elsevier, 33, 145-148, 2016
Automatische Detektion von Okklusionen zerebraler Arterien in 3D-Magnetresonanzangiographiedaten
In: (eds.), Bildverarbeitung für die Medizin 2015, Lübeck, Informatik aktuell, Springer, Berlin Heidelberg, 17-22, 2015
Automated Volumes-of-Interest Identification for Classical and Atypical Parkinsonian Syndrome Differentiation Using T2' MR Imaging
Methods of information in medicine, 52, 2, 128-136, 2013
Abstractband GMDS 2013: 58. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS)
GMDS 2013, Pro Business, Berlin, Lübeck, 2013
Archetype-basierte strukturierte Dokumentation auf mobilen Geräten
In: (eds.), 58. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Lübeck, Abstractband GMDS 2013, ID184:322-323, 2013
Assessing Accuracy of Non-Linear Registration in 4D Image, Data Using Automatically Detected Landmark Correspondences
In: (eds.), SPIE Medical Imaging 2013, Image Processing, Orlando, USA, 8669-34,0Z1-0Z9, 2013
Automatic Correspondence Detection in Mammogram and Breast Tomosynthesis Images
In: Image Processing, SPIE Medical Imaging 2012, San Diego, California, USA, SPIE, 8314, 831421-1-831421-8, 2012
Analysis of the Influence of 4D MRA Temporal Resolution on Time-to-Peak Estimation Accuracy for Different Cerebral Vessel Structures
American Journal of Neuroradiology, 33, 11, 2103-2109, 2012
Automatic Correction of Gaps in Cerebrovascular Segmentations Extracted from 3D Time-of-Flight MRA Datasets
Methods of Information in Medicine, 5, 415-422, 2012
Automatische Atlas-basierte Differenzierung von Klassischen und Atypischen Parkinsonsyndromen
In: (eds.), Bildverarbeitung für die Medizin 2012, Informatik aktuell, Berlin, Springer Verlag, 225-230, 2012
Automatische Bestimmung von 2D/3D-Korrespondenzen in Mammographie- und Tomosynthese-Bilddaten
In: (eds.), Bildverarbeitung für die Medizin 2012, Informatik aktuell, Berlin, Springer, Berlin Heidelberg, 99-104, 2012
Anisotropic Diffusion for Direct Haptic Volume Rendering in Lumbar Puncture Simulation
In: (eds.), Bildverarbeitung in der Medizin 2012, Informatik aktuell, Berlin, Springer, Berlin Heidelberg, 286-291, 2012
Automatische Detektion von Aneurysmen in 3D Time-of-Flight Magnetresonanzangiographie Datensätzen
In: (eds.), Interdisziplinärer GI-GMDS-Workshop Medizinische Bildverarbeitung für die computergestützte Diagnostik und Therapie, Braunschweig, Informatik 2012, Lecture Notes in Informatics, GI, Bonn, Vol. P-208, 1738-1744, 2012
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