Alexander Schlaefer
Orcid: 0000-0001-9201-8854Affiliations:
- Hamburg-Harburg University of Technology, Institute of Medical Technology
According to our database1,
Alexander Schlaefer
authored at least 148 papers
between 2000 and 2024.
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Bibliography
2024
Multiple instance ensembling for paranasal anomaly classification in the maxillary sinus.
Int. J. Comput. Assist. Radiol. Surg., February, 2024
Sliced Online Model Checking for Optimizing the Beam Scheduling Problem in Robotic Radiation Therapy.
CoRR, 2024
Diffusion Models with Ensembled Structure-Based Anomaly Scoring for Unsupervised Anomaly Detection.
CoRR, 2024
A Modified da Vinci Surgical Instrument for OCE based Elasticity Estimation with Deep Learning.
CoRR, 2024
PolypNextLSTM: A lightweight and fast polyp video segmentation network using ConvNext and ConvLSTM.
CoRR, 2024
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2024
2023
IEEE Trans. Biomed. Eng., November, 2023
IEEE Trans. Biomed. Eng., September, 2023
Int. J. Imaging Syst. Technol., January, 2023
Bayesian Reconstruction Algorithms for Low-Dose Computed Tomography Are Not Yet Suitable in Clinical Context.
J. Imaging, 2023
Guided Reconstruction with Conditioned Diffusion Models for Unsupervised Anomaly Detection in Brain MRIs.
CoRR, 2023
An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges.
CoRR, 2023
Ultrasound shear wave velocity estimation in a small field of view via spatio-temporal deep learning.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Proceedings of the Medical Imaging with Deep Learning, 2023
Optical Coherence Elastography Needle for Biomechanical Characterization of Deep Tissue.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
Nodule Detection in Chest Radiographs with Unsupervised Pre-Trained Detection Transformers.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Tissue Classification During Needle Insertion Using Self-Supervised Contrastive Learning and Optical Coherence Tomography.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
IEEE Trans. Biomed. Eng., 2022
Posterior temperature optimized Bayesian models for inverse problems in medical imaging.
Medical Image Anal., 2022
Data-Efficient Vision Transformers for Multi-Label Disease Classification on Chest Radiographs.
CoRR, 2022
Proceedings of the Proceedings Fifth Workshop on Models for Formal Analysis of Real Systems, 2022
CoRR, 2022
Systematic analysis of volumetric ultrasound parameters for markerless 4D motion tracking.
Int. J. Comput. Assist. Radiol. Surg., 2022
Int. J. Comput. Assist. Radiol. Surg., 2022
Supervised Contrastive Learning to Classify Paranasal Anomalies in the Maxillary Sinus.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022
Unsupervised anomaly detection in 3D brain MRI using deep learning with multi-task brain age prediction.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022
Unsupervised Anomaly Detection in 3D Brain MRI Using Deep Learning with Impured Training Data.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the Haptics: Science, Technology, Applications, 2022
2021
IEEE Trans. Biomed. Eng., 2021
Proceedings of the Proceedings Third Workshop on Formal Methods for Autonomous Systems, 2021
A novel optical needle probe for deep learning-based tissue elasticity characterization.
CoRR, 2021
Multi-Scale Input Strategies for Medulloblastoma Tumor Classification using Deep Transfer Learning.
CoRR, 2021
3-Dimensional Deep Learning with Spatial Erasing for Unsupervised Anomaly Segmentation in Brain MRI.
CoRR, 2021
Int. J. Comput. Assist. Radiol. Surg., 2021
Three-dimensional deep learning with spatial erasing for unsupervised anomaly segmentation in brain MRI.
Int. J. Comput. Assist. Radiol. Surg., 2021
Int. J. Comput. Assist. Radiol. Surg., 2021
In-vivo markerless motion detection from volumetric optical coherence tomography data using CNNs.
Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021
Medulloblastoma tumor classification using deep transfer learning with multi-scale EfficientNets.
Proceedings of the Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021, 2021
A Mean-Field Variational Inference Approach to Deep Image Prior for Inverse Problems in Medical Imaging.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021
Attention via Scattering Transforms for Segmentation of Small Intravascular Ultrasound Data Sets.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting.
IEEE Trans. Biomed. Eng., 2020
Concept for Markerless 6D Tracking Employing Volumetric Optical Coherence Tomography.
Sensors, 2020
Deep learning with 4D spatio-temporal data representations for OCT-based force estimation.
Medical Image Anal., 2020
4D Spatio-Temporal Convolutional Networks for Object Position Estimation in OCT Volumes.
CoRR, 2020
Proceedings of the 4th Workshop on Models for Formal Analysis of Real Systems, 2020
4D Spatio-Temporal Deep Learning with 4D fMRI Data for Autism Spectrum Disorder Classification.
CoRR, 2020
Learning Preference-Based Similarities from Face Images using Siamese Multi-Task CNNs.
CoRR, 2020
Comput. Medical Imaging Graph., 2020
Int. J. Comput. Assist. Radiol. Surg., 2020
Int. J. Comput. Assist. Radiol. Surg., 2020
SpeckleGAN: a generative adversarial network with an adaptive speckle layer to augment limited training data for ultrasound image processing.
Int. J. Comput. Assist. Radiol. Surg., 2020
Spectral-spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Melanoma detection with electrical impedance spectroscopy and dermoscopy using joint deep learning models.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Spatio-spectral deep learning methods for in-vivo hyperspectral laryngeal cancer detection.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
High-Speed Markerless Tissue Motion Tracking Using Volumetric Optical Coherence Tomography Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
IEEE Trans. Medical Imaging, 2019
Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta Data.
CoRR, 2019
Towards Deep Learning-Based EEG Electrode Detection Using Automatically Generated Labels.
CoRR, 2019
Efficient Neural Architecture Search on Low-Dimensional Data for OCT Image Segmentation.
CoRR, 2019
Towards Automatic Lesion Classification in the Upper Aerodigestive Tract Using OCT and Deep Transfer Learning Methods.
CoRR, 2019
Endoscopic vs. volumetric OCT imaging of mastoid bone structure for pose estimation in minimally invasive cochlear implant surgery.
CoRR, 2019
Analysis and optimization of the robot setup for robotic-ultrasound-guided radiation therapy.
Int. J. Comput. Assist. Radiol. Surg., 2019
Spatio-temporal deep learning models for tip force estimation during needle insertion.
Int. J. Comput. Assist. Radiol. Surg., 2019
Deep transfer learning methods for colon cancer classification in confocal laser microscopy images.
Int. J. Comput. Assist. Radiol. Surg., 2019
Bioresorbable scaffold visualization in IVOCT images using CNNs and weakly supervised localization.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019
Two-path 3D CNNs for calibration of system parameters for OCT-based motion compensation.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019
Left Ventricle Quantification Using Direct Regression with Segmentation Regularization and Ensembles of Pretrained 2D and 3D CNNs.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019
Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019
Optimizing Configurations for 7-DoF Robotic Ultrasound Guidance in Radiotherapy of the Prostate.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Towards OCT-Navigated Tissue Ablation with a Picosecond Infrared Laser (PIRL) and Mass-Spectrometric Analysis.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Quantitative Analysis of 3D Artery Volume Reconstructions Using Biplane Angiography and Intravascular OCT Imaging.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Data Representations for Segmentation of Vascular Structures Using Convolutional Neural Networks with U-Net Architecture.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Feasibility of Colon Cancer Detection in Confocal Laser Microscopy Images Using Convolution Neural Networks.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019
2018
Medical Image Anal., 2018
Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting.
CoRR, 2018
CoRR, 2018
Adversarial Training for Patient-Independent Feature Learning with IVOCT Data for Plaque Classification.
CoRR, 2018
Plaque Classification in Coronary Arteries from IVOCT Images Using Convolutional Neural Networks and Transfer Learning.
CoRR, 2018
Int. J. Comput. Assist. Radiol. Surg., 2018
Model checking for trigger loss detection during Doppler ultrasound-guided fetal cardiovascular MRI.
Int. J. Comput. Assist. Radiol. Surg., 2018
Ein Ansatz zur nachvollziehbaren Verifikation medizinisch-cyber-physikalischer Systeme.
Proceedings of the Software Engineering und Software Management 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Cyber Physical Systems. Model-Based Design - 8th International Workshop, 2018
2017
IEEE Trans. Medical Imaging, 2017
Robotic ultrasound-guided SBRT of the prostate: feasibility with respect to plan quality.
Int. J. Comput. Assist. Radiol. Surg., 2017
Proceedings of the Software Engineering 2017, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017
2016
Online model checking for monitoring surrogate-based respiratory motion tracking in radiation therapy.
Int. J. Comput. Assist. Radiol. Surg., 2016
Proceedings of the Software Engineering 2016, 2016
Proceedings of the Gemeinsamer Tagungsband der Workshops der Tagung Software Engineering 2016 (SE 2016), 2016
Reducing False Discovery Rates for On-line Model Checking Based Detection of Respiratory Motion Artifacts.
Proceedings of the Gemeinsamer Tagungsband der Workshops der Tagung Software Engineering 2016 (SE 2016), 2016
Proceedings of the 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2016
Proceedings of the 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2016
Estimation of Arterial Vasomotion Using Intravascular Optical Coherence Tomography.
Proceedings of the 15. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, September 29, 2016
Kontaktlose Schätzung der Interaktionskräfte chirurgischer Instrumente.
Proceedings of the 15. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, September 29, 2016
On the effect of training for gesture control of a robotic microscope.
Proceedings of the 15. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, September 29, 2016
Methods for Needle Motion Estimation from OCT Data.
Proceedings of the 15. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, September 29, 2016
Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016
2015
IEEE Trans. Medical Imaging, 2015
Proceedings of the Gemeinsamer Tagungsband der Workshops der Tagung Software Engineering 2015, 2015
Proceedings of the Software Engineering & Management 2015, Multikonferenz der GI-Fachbereiche Softwaretechnik (SWT) und Wirtschaftsinformatik (WI), FA WI-MAW, 17. März, 2015
Comparing Model-free Motion Prediction and On-line Model Checking for Respiratory Motion Management.
Proceedings of the Gemeinsamer Tagungsband der Workshops der Tagung Software Engineering 2015, 2015
Feasibility of Robotic Ultrasound Palpation.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015
Mobile C-arm Deformation and its implication on Stereoscopic Localization.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015
Evaluation des Einflusses von Artefakten auf den Korrelationsfehler in der bewegungskompensierten Radiochirurgie.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015
A Modular Framework for Post-Processing and Analysis of Fluorescence Microscopy Image Sequences of Subcellular Calcium Dynamics.
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
2014
Feasibility of respiratory motion-compensated stereoscopic X-ray tracking for bronchoscopy.
Int. J. Comput. Assist. Radiol. Surg., 2014
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
2013
Int. J. Comput. Assist. Radiol. Surg., 2013
OCT A-Scan based lung tumor tissue classification with Bidirectional Long Short Term Memory networks.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013
Detecting Rat Heart Myocardial Fiber Directions in X-ray Microtomography Using Coherence-Enhancing Diffusion Filtering.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013
2012
Int. J. Comput. Assist. Radiol. Surg., 2012
Int. J. Comput. Assist. Radiol. Surg., 2012
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Ein Ansatz zur bewegungskompensierten stereoskopischen Navigation für die Bronchoskopie.
Proceedings of the 11. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2012
2011
Forecasting pulsatory motion for non-invasive cardiac radiosurgery: an analysis of algorithms from respiratory motion prediction.
Int. J. Comput. Assist. Radiol. Surg., 2011
Artif. Intell. Medicine, 2011
Realisierung einer schnellen und wiederholbaren Hot-Spot-Bestimmung für die robotergestützte Transkranielle Magnetstimulation mittels Kraft-Momenten-Steuerung.
Proceedings of the 10. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2011
Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011
2010
Elastische Registrierung der Leber mit laparoskopischem Ultraschall in drei Schritten.
Proceedings of the 9. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2010
2009
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009
2008
Int. J. Comput. Assist. Radiol. Surg., 2008
Biomed. Signal Process. Control., 2008
2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Ausgezeichnete Informatikdissertationen 2007, 2007
Computer assisted planning for robotic radiosurgery.
PhD thesis, 2007
2006
3D visualization of radiosurgical treatment plans experience with Java3D and VTK.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006
2004
Beam placement for robotic radiosurgery.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2002
Research Paper: Recognition of Critical Situations from Time Series of Laboratory Results by Case-Based Reasoning.
J. Am. Medical Informatics Assoc., 2002
2001
Proceedings of the Medical Data Analysis, Second International Symposium, 2001
2000
Clix - A Hybrid Programming Environment for Distributed Objects and Distributed Shared Memory.
Proceedings of the Parallel and Distributed Processing, 2000