A. Schlaefer

Most-cited papers

Skin lesion classification using ensembles of multi-resolution EfficientNets with meta data
N. Gessert, M. Nielsen, M. Shaikh, R. Werner +1 more
2019MethodsX356 citations Open access
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Patched Diffusion Models for Unsupervised Anomaly Detection in Brain MRI
Finn Behrendt, Debayan Bhattacharya, Julia Kruger, R. Opfer +1 more
2023International Conference on Medical Imaging with Deep Learning83 citations Open access
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SpeckleGAN: a generative adversarial network with an adaptive speckle layer to augment limited training data for ultrasound image processing
L. Bargsten, A. Schlaefer
2020International Journal of Computer Assisted Radiology and Surgery67 citations Open access
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Fully automated longitudinal segmentation of new or enlarged multiple sclerosis lesions using 3D convolutional neural networks
J. Krüger, R. Opfer, N. Gessert, A. Ostwaldt +4 more
2020NeuroImage: Clinical67 citations Open access
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Multiple Sclerosis Lesion Activity Segmentation with Attention-Guided Two-Path CNNs
N. Gessert, J. Krüger, R. Opfer, A. Ostwaldt +4 more
2020Comput. Medical Imaging Graph.54 citations Open access
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Deep transfer learning methods for colon cancer classification in confocal laser microscopy images
N. Gessert, M. Bengs, L. Wittig, D. Drömann +3 more
2019International Journal of Computer Assisted Radiology and Surgery36 citations Open access
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Deep learning with 4D spatio-temporal data representations for OCT-based force estimation
N. Gessert, M. Bengs, Matthias Schlüter, A. Schlaefer
2020Medical Image Anal.30 citations Open access
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Ultrasound Shear Wave Elasticity Imaging With Spatio-Temporal Deep Learning
M. Neidhardt, M. Bengs, S. Latus, Stefan Gerlach +3 more
2022IEEE Transactions on Biomedical Engineering24 citations Open access
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4D Spatio-Temporal Deep Learning with 4D fMRI Data for Autism Spectrum Disorder Classification
M. Bengs, N. Gessert, A. Schlaefer
2020arXiv.org24 citations
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A Mean-Field Variational Inference Approach to Deep Image Prior for Inverse Problems in Medical Imaging
Malte Tölle, Max-Heinrich Laves, A. Schlaefer
2021International Conference on Medical Imaging with Deep Learning23 citations
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Optical force estimation for interactions between tool and soft tissues
M. Neidhardt, R. Mieling, M. Bengs, A. Schlaefer
2023Scientific Reports22 citations Open access
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Spatio-spectral deep learning methods for in-vivo hyperspectral laryngeal cancer detection
M. Bengs, S. Westermann, N. Gessert, D. Eggert +5 more
2020Medical Imaging22 citations Open access
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A systematic approach to deep learning-based nodule detection in chest radiographs
Finn Behrendt, M. Bengs, Debayan Bhattacharya, J. Krüger +2 more
2023Scientific Reports19 citations Open access
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Infratentorial lesions in multiple sclerosis patients: intra- and inter-rater variability in comparison to a fully automated segmentation using 3D convolutional neural networks
J. Krüger, A. Ostwaldt, L. Spies, Benjamin P. Geisler +4 more
2021European Radiology18 citations
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Capsule networks for segmentation of small intravascular ultrasound image datasets
L. Bargsten, Silas Raschka, A. Schlaefer
2021International Journal of Computer Assisted Radiology and Surgery18 citations Open access
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Osteocyte apoptosis and cellular micropetrosis signify skeletal aging in type 1 diabetes.
S. Kolibová, E. Wölfel, H. Hemmatian, P. Milovanović +13 more
2023Acta Biomaterialia16 citations Open access
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4D deep learning for real-time volumetric optical coherence elastography
M. Neidhardt, M. Bengs, S. Latus, Matthias Schlüter +2 more
2020International Journal of Computer Assisted Radiology and Surgery16 citations Open access
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Rupture Detection During Needle Insertion Using Complex OCT Data and CNNs
S. Latus, J. Sprenger, M. Neidhardt, Julia Schadler +7 more
2021IEEE Transactions on Biomedical Engineering15 citations Open access
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4D Deep Learning for Multiple Sclerosis Lesion Activity Segmentation
N. Gessert, M. Bengs, J. Krüger, R. Opfer +4 more
2020arXiv.org15 citations
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GANs for generation of synthetic ultrasound images from small datasets
Lennart Maack, Lennart Holstein, A. Schlaefer
2022Current Directions in Biomedical Engineering14 citations Open access
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Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges
Debesh Jha, Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya +29 more
2023Medical Image Anal.13 citations Open access
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Posterior temperature optimized Bayesian models for inverse problems in medical imaging
M. Laves, Malte Tolle, A. Schlaefer, S. Engelhardt
2022Medical Image Anal.13 citations Open access
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Medulloblastoma tumor classification using deep transfer learning with multi-scale EfficientNets
M. Bengs, M. Bockmayr, U. Schüller, A. Schlaefer
2021Medical Imaging13 citations Open access
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Robotic Tissue Sampling for Safe Post-Mortem Biopsy in Infectious Corpses
M. Neidhardt, Stefan Gerlach, R. Mieling, M. Laves +11 more
2022IEEE Transactions on Medical Robotics and Bionics12 citations Open access
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Unsupervised anomaly detection in 3D brain MRI using deep learning with multi-task brain age prediction
M. Bengs, Finn Behrendt, M. Laves, Julia Kruger +2 more
2022Medical Imaging12 citations Open access
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Towards an Optical Biopsy during Visceral Surgical Interventions
D. Ellebrecht, S. Latus, A. Schlaefer, T. Keck +1 more
2020Visceral Medicine12 citations Open access
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Data-Efficient Vision Transformers for Multi-Label Disease Classification on Chest Radiographs
Finn Behrendt, Debayan Bhattacharya, J. Krüger, R. Opfer +1 more
2022Current Directions in Biomedical Engineering11 citations Open access
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Real-Time Motion Analysis With 4D Deep Learning for Ultrasound-Guided Radiotherapy
M. Bengs, J. Sprenger, Stefan Gerlach, M. Neidhardt +1 more
2023IEEE Transactions on Biomedical Engineering10 citations
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Analysis and optimization of the robot setup for robotic-ultrasound-guided radiation therapy
Matthias Schlüter, Stefan Gerlach, C. Fürweger, A. Schlaefer
2019International Journal of Computer Assisted Radiology and Surgery10 citations
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Supervised Contrastive Learning to Classify Paranasal Anomalies in the Maxillary Sinus
Debayan Bhattacharya, B. Becker, Finn Behrendt, M. Bengs +9 more
2022International Conference on Medical Image Computing and Computer-Assisted Intervention9 citations Open access
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Deep Learning for High Speed Optical Coherence Elastography
M. Neidhardt, M. Bengs, S. Latus, Matthias Schlüter +2 more
2020IEEE International Symposium on Biomedical Imaging9 citations Open access
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Squeeze and multi‐context attention for polyp segmentation
Debayan Bhattacharya, D. Eggert, C. Betz, A. Schlaefer
2022International journal of imaging systems and technology (Print)8 citations Open access
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Unsupervised Anomaly Detection in 3D Brain MRI Using Deep Learning with Impured Training Data
Finn Behrendt, M. Bengs, F. Rogge, Julia Kruger +2 more
2022IEEE International Symposium on Biomedical Imaging8 citations
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Proximity-Based Haptic Feedback for Collaborative Robotic Needle Insertion
R. Mieling, C. Stapper, Stefan Gerlach, M. Neidhardt +4 more
2022EuroHaptics8 citations Open access
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Feasibility and analysis of CNN based candidate beam generation for robotic radiosurgery.
Stefan Gerlach, C. Fürweger, T. Hofmann, A. Schlaefer
2020Medical Physics (Lancaster)8 citations Open access
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Spatio-temporal deep learning methods for motion estimation using 4D OCT image data
M. Bengs, N. Gessert, Matthias Schlüter, A. Schlaefer
2020International Journal of Computer Assisted Radiology and Surgery8 citations Open access
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Collaborative Robotic Biopsy with Trajectory Guidance and Needle Tip Force Feedback
R. Mieling, M. Neidhardt, S. Latus, C. Stapper +5 more
2023IEEE International Conference on Robotics and Automation7 citations Open access
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A Miniature Dual-Fiber Probe for Quantitative Optical Coherence Elastography
S. Latus, S. Grube, Tim Eixmann, M. Neidhardt +5 more
2023IEEE Transactions on Biomedical Engineering7 citations
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U p -Net: a generic deep learning-based time stepper for parameterized spatio-temporal dynamics
M. Stender, Jakob Ohlsen, H. Geisler, A. Chabchoub +2 more
20237 citations
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Automated Robotic Surface Scanning With Optical Coherence Tomography
J. Sprenger, T. Saathoff, A. Schlaefer
2021IEEE International Symposium on Biomedical Imaging7 citations
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Dual Parallel Reverse Attention Edge Network : DPRA-EdgeNet
Debayan Bhattacharya, Christiane Betz, D. Eggert, A. Schlaefer
2021Nordic Machine Intelligence7 citations Open access
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Self-supervised U-Net for segmenting flat and sessile polyps
Debayan Bhattacharya, C. Betz, D. Eggert, A. Schlaefer
2021Medical Imaging7 citations Open access
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Multiple instance ensembling for paranasal anomaly classification in the maxillary sinus
Debayan Bhattacharya, Finn Behrendt, B. Becker, D. Beyersdorff +7 more
2023International Journal of Computer Assisted Radiology and Surgery6 citations Open access
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Tailored methods for segmentation of intravascular ultrasound images via convolutional neural networks
L. Bargsten, K. Riedl, T. Wissel, F. Brunner +6 more
2021Medical Imaging6 citations
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Confocal Laser Microscopy for in vivo Intraoperative Application: Diagnostic Accuracy of Investigator and Machine Learning Strategies
D. Ellebrecht, N. Heßler, A. Schlaefer, N. Gessert
2021Visceral Medicine6 citations Open access
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Towards fast adaptive replanning by constrained reoptimization for intra-fractional non-periodic motion during robotic SBRT.
Stefan Gerlach, T. Hofmann, C. Fürweger, A. Schlaefer
2023Medical Physics (Lancaster)5 citations Open access
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Needle tip force estimation by deep learning from raw spectral OCT data
M. Gromniak, N. Gessert, T. Saathoff, A. Schlaefer
2020International Journal of Computer Assisted Radiology and Surgery5 citations Open access
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High-Speed Markerless Tissue Motion Tracking Using Volumetric Optical Coherence Tomography Images
Matthias Schlüter, L. Glandorf, J. Sprenger, M. Gromniak +3 more
2020IEEE International Symposium on Biomedical Imaging5 citations Open access
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Quantitative Analysis of 3D Artery Volume Reconstructions Using Biplane Angiography and Intravascular OCT Imaging
S. Latus, M. Neidhardt, Matthias Lutz, N. Gessert +2 more
2019Annual International Conference of the IEEE Engineering in Medicine and Biology Society5 citations
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Efficient Neural Architecture Search on Low-Dimensional Data for OCT Image Segmentation
N. Gessert, A. Schlaefer
2019arXiv.org5 citations
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