Alexander Schlaefer

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 145

Top Venues

CoRR

Int. J. Comput. Assist. Radiol. Surg.

CURAC

EMBC

Universität Lübeck (PHD)

Education History

Universität Lübeck

PHD

Publications

Debayan Bhattacharya, Finn Behrendt, Benjamin Tobias Becker, Dirk Beyersdorff, Elina Petersen, Marvin Petersen, Bastian Cheng, Dennis Eggert, Christian Betz, Anna Sophie Hoffmann, Alexander Schlaefer
Multiple instance ensembling for paranasal anomaly classification in the maxillary sinus. Int. J. Comput. Assist. Radiol. Surg. 19 (2) (2024)
Debayan Bhattacharya, Finn Behrendt, Benjamin Tobias Becker, Lennart Maack, Dirk Beyersdorff, Elina Petersen, Marvin Petersen, Bastian Cheng, Dennis Eggert, Christian Betz, Anna Sophie Hoffmann, Alexander Schlaefer
Self-supervised learning for classifying paranasal anomalies in the maxillary sinus. CoRR (2024)
Lars Beckers, Stefan Gerlach, Ole Lübke, Alexander Schlaefer, Sibylle Schupp
Sliced Online Model Checking for Optimizing the Beam Scheduling Problem in Robotic Radiation Therapy. MARS@ETAPS (2024)
Mustafa Fuad Rifet Ibrahim, Tunç Alkanat, Maurice Meijer, Alexander Schlaefer, Peer Stelldinger
End-to-End Multi-Modal Tiny-CNN for Cardiovascular Monitoring on Sensor Patches. PerCom (2024)
Debayan Bhattacharya, Konrad Reuter, Finn Behrendt, Lennart Maack, Sarah Grube, Alexander Schlaefer
PolypNextLSTM: A lightweight and fast polyp video segmentation network using ConvNext and ConvLSTM. CoRR (2024)
Finn Behrendt, Debayan Bhattacharya, Lennart Maack, Julia Krüger, Roland Opfer, Robin Mieling, Alexander Schlaefer
Diffusion Models with Ensembled Structure-Based Anomaly Scoring for Unsupervised Anomaly Detection. CoRR (2024)
Finn Behrendt, Debayan Bhattacharya, Robin Mieling, Lennart Maack, Julia Krüger, Roland Opfer, Alexander Schlaefer
Leveraging the Mahalanobis Distance to enhance Unsupervised Brain MRI Anomaly Detection. CoRR (2024)
Maximilian Neidhardt, Robin Mieling, Sarah Latus, Martin Fischer, Tobias Maurer, Alexander Schlaefer
A Modified da Vinci Surgical Instrument for OCE based Elasticity Estimation with Deep Learning. CoRR (2024)
Ecem Sogancioglu, Bram van Ginneken, Finn Behrendt, Marcel Bengs, Alexander Schlaefer, Miron Radu, Di Xu, Ke Sheng, Fabien Scalzo, Eric Marcus, Samuele Papa, Jonas Teuwen, Ernst Th. Scholten, Steven Schalekamp, Nils Hendrix, Colin Jacobs, Ward Hendrix, Clara I. Sánchez, Keelin Murphy
Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge. IEEE Trans. Medical Imaging 43 (8) (2024)
Ecem Sogancioglu, Bram van Ginneken, Finn Behrendt, Marcel Bengs, Alexander Schlaefer, Miron Radu, Di Xu, Ke Sheng, Fabien Scalzo, Eric Marcus, Samuele Papa, Jonas Teuwen, Ernst Th. Scholten, Steven Schalekamp, Nils Hendrix, Colin Jacobs, Ward Hendrix, Clara I. Sánchez, Keelin Murphy
Nodule detection and generation on chest X-rays: NODE21 Challenge. CoRR (2024)
Mustafa Fuad Rifet Ibrahim, Tunç Alkanat, Maurice Meijer, Alexander Schlaefer, Peer Stelldinger
Artifact: End-to-End Multi-Modal Tiny-CNN for Cardiovascular Monitoring on Sensor Patches. PerCom Workshops (2024)
Debayan Bhattacharya, Finn Behrendt, Benjamin Tobias Becker, Dirk Beyersdorff, Elina Petersen, Marvin Petersen, Bastian Cheng, Dennis Eggert, Christian Betz, Anna Sophie Hoffmann, Alexander Schlaefer
Unsupervised anomaly detection of paranasal anomalies in the maxillary sinus. Medical Imaging: Computer-Aided Diagnosis (2023)
Finn Behrendt, Debayan Bhattacharya, Julia Krüger, Roland Opfer, Alexander Schlaefer
Patched Diffusion Models for Unsupervised Anomaly Detection in Brain MRI. MIDL (2023)
Sarah Latus, Sarah Grube, Tim Eixmann, Maximilian Neidhardt, Stefan Gerlach, Robin Mieling, Gereon Hüttmann, Matthias Lutz, Alexander Schlaefer
A Miniature Dual-Fiber Probe for Quantitative Optical Coherence Elastography. IEEE Trans. Biomed. Eng. 70 (11) (2023)
Maximilian Neidhardt, S. Gerlach F. N. Schmidt, I. A. K. Fiedler, S. Grube, B. Busse, Alexander Schlaefer
VR-based body tracking to stimulate musculoskeletal training. CoRR (2023)
Robin Mieling, Maximilian Neidhardt, Sarah Latus, Carolin Stapper, Stefan Gerlach, Inga Kniep, Axel Heinemann, Benjamin Ondruschka, Alexander Schlaefer
Collaborative Robotic Biopsy with Trajectory Guidance and Needle Tip Force Feedback. ICRA (2023)
Debayan Bhattacharya, Sarah Latus, Finn Behrendt, Florin Thimm, Dennis Eggert, Christian Betz, Alexander Schlaefer
Tissue Classification During Needle Insertion Using Self-Supervised Contrastive Learning and Optical Coherence Tomography. EMBC (2023)
Finn Behrendt, Debayan Bhattacharya, Robin Mieling, Lennart Maack, Julia Krüger, Roland Opfer, Alexander Schlaefer
Guided Reconstruction with Conditioned Diffusion Models for Unsupervised Anomaly Detection in Brain MRIs. CoRR (2023)
Finn Behrendt, Debayan Bhattacharya, Julia Krüger, Roland Opfer, Alexander Schlaefer
Patched Diffusion Models for Unsupervised Anomaly Detection in Brain MRI. CoRR (2023)
Sarah Grube, Marcel Bengs, Maximilian Neidhardt, Sarah Latus, Alexander Schlaefer
Ultrasound shear wave velocity estimation in a small field of view via spatio-temporal deep learning. Medical Imaging: Image Processing (2023)
Marcel Bengs, Johanna Sprenger, Stefan Gerlach, Maximilian Neidhardt, Alexander Schlaefer
Real-Time Motion Analysis With 4D Deep Learning for Ultrasound-Guided Radiotherapy. IEEE Trans. Biomed. Eng. 70 (9) (2023)
Debayan Bhattacharya, Dennis Eggert, Christian Betz, Alexander Schlaefer
Squeeze and multi-context attention for polyp segmentation. Int. J. Imaging Syst. Technol. 33 (1) (2023)
Inga Kniep, Robin Mieling, Moritz Gerling, Alexander Schlaefer, Axel Heinemann, Benjamin Ondruschka
Bayesian Reconstruction Algorithms for Low-Dose Computed Tomography Are Not Yet Suitable in Clinical Context. J. Imaging 9 (9) (2023)
Robin Mieling, Maximilian Neidhardt, Sarah Latus, Carolin Stapper, Stefan Gerlach, Inga Kniep, Axel Heinemann, Benjamin Ondruschka, Alexander Schlaefer
Collaborative Robotic Biopsy with Trajectory Guidance and Needle Tip Force Feedback. CoRR (2023)
Finn Behrendt, Debayan Bhattacharya, Julia Krüger, Roland Opfer, Alexander Schlaefer
Nodule Detection in Chest Radiographs with Unsupervised Pre-Trained Detection Transformers. ISBI (2023)
Debayan Bhattacharya, Finn Behrendt, Benjamin Tobias Becker, Dirk Beyersdorff, Elina Petersen, Marvin Petersen, Bastian Cheng, Dennis Eggert, Christian Betz, Anna Sophie Hoffmann, Alexander Schlaefer
Multiple Instance Ensembling For Paranasal Anomaly Classification In The Maxillary Sinus. CoRR (2023)
Debayan Bhattacharya, Sarah Latus, Finn Behrendt, Florin Thimm, Dennis Eggert, Christian Betz, Alexander Schlaefer
Tissue Classification During Needle Insertion Using Self-Supervised Contrastive Learning and Optical Coherence Tomography. CoRR (2023)
Debesh Jha, Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya, Kaushiki Roy, Steven Alexander Hicks, Nikhil Kumar Tomar, Vajira Thambawita, Adrian Krenzer, Ge-Peng Ji, Sahadev Poudel, George Batchkala, Saruar Alam, Awadelrahman M. A. Ahmed, Quoc-Huy Trinh, Zeshan Khan, Tien-Phat Nguyen, Shruti Shrestha, Sabari Nathan, Jeonghwan Gwak, Ritika Kumari Jha, Zheyuan Zhang, Alexander Schlaefer, Debotosh Bhattacharjee, Manas Kamal Bhuyan, Pradip K. Das, Sravanthi Parasa, Sharib Ali, Michael A. Riegler, Pål Halvorsen, Ulas Bagci, Thomas de Lange
An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges. CoRR (2023)
Robin Mieling, Sarah Latus, Martin Fischer, Finn Behrendt, Alexander Schlaefer
Optical Coherence Elastography Needle for Biomechanical Characterization of Deep Tissue. MICCAI (9) (2023)
Robin Mieling, Carolin Stapper, Stefan Gerlach, Maximilian Neidhardt, Sarah Latus, Martin Gromniak, Philipp Breitfeld, Alexander Schlaefer
Proximity-Based Haptic Feedback for Collaborative Robotic Needle Insertion. EuroHaptics (2022)
Max-Heinrich Laves, Malte Tölle, Alexander Schlaefer, Sandy Engelhardt
Posterior temperature optimized Bayesian models for inverse problems in medical imaging. Medical Image Anal. 78 (2022)
Max-Heinrich Laves, Malte Tölle, Alexander Schlaefer, Sandy Engelhardt
Posterior temperature optimized Bayesian models for inverse problems in medical imaging. CoRR (2022)
Maximilian Neidhardt, Marcel Bengs, Sarah Latus, Stefan Gerlach, Christian J. Cyron, Johanna Sprenger, Alexander Schlaefer
Ultrasound Shear Wave Elasticity Imaging With Spatio-Temporal Deep Learning. IEEE Trans. Biomed. Eng. 69 (11) (2022)
Stefan Gerlach, Theresa Hofmann, Christoph Fürweger, Alexander Schlaefer
AI-based optimization for US-guided radiation therapy of the prostate. Int. J. Comput. Assist. Radiol. Surg. 17 (11) (2022)
Johanna Sprenger, Marcel Bengs, Stefan Gerlach, Maximilian Neidhardt, Alexander Schlaefer
Systematic analysis of volumetric ultrasound parameters for markerless 4D motion tracking. Int. J. Comput. Assist. Radiol. Surg. 17 (11) (2022)
Marcel Bengs, Finn Behrendt, Max-Heinrich Laves, Julia Krüger, Roland Opfer, Alexander Schlaefer
Unsupervised anomaly detection in 3D brain MRI using deep learning with multi-task brain age prediction. Medical Imaging: Computer-Aided Diagnosis (2022)
Debayan Bhattacharya, Benjamin Tobias Becker, Finn Behrendt, Marcel Bengs, Dirk Beyersdorff, Dennis Eggert, Elina Petersen, Florian Jansen, Marvin Petersen, Bastian Cheng, Christian Betz, Alexander Schlaefer, Anna Sophie Hoffmann
Supervised Contrastive Learning to Classify Paranasal Anomalies in the Maxillary Sinus. CoRR (2022)
Maximilian Neidhardt, Marcel Bengs, Sarah Latus, Stefan Gerlach, Christian J. Cyron, Johanna Sprenger, Alexander Schlaefer
Ultrasound Shear Wave Elasticity Imaging with Spatio-Temporal Deep Learning. CoRR (2022)
Finn Behrendt, Marcel Bengs, Frederik Rogge, Julia Krüger, Roland Opfer, Alexander Schlaefer
Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with impured training data. CoRR (2022)
Finn Behrendt, Marcel Bengs, Frederik Rogge, Julia Krüger, Roland Opfer, Alexander Schlaefer
Unsupervised Anomaly Detection in 3D Brain MRI Using Deep Learning with Impured Training Data. ISBI (2022)
Marcel Bengs, Finn Behrendt, Max-Heinrich Laves, Julia Krüger, Roland Opfer, Alexander Schlaefer
Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with Multi-Task Brain Age Prediction. CoRR (2022)
Sascha Lehmann, Antje Rogalla, Maximilian Neidhardt, Anton Reinecke, Alexander Schlaefer, Sibylle Schupp
Needle Steering in Uppaal. MARS@ETAPS (2022)
Maximilian Neidhardt, Stefan Gerlach, Robin Mieling, Max-Heinrich Laves, Thorben Weiß, Martin Gromniak, Antonia Fitzek, Dustin Möbius, Inga Kniep, Alexandra Ron, Julia Schädler, Axel Heinemann, Klaus Püschel, Benjamin Ondruschka, Alexander Schlaefer
Robotic Tissue Sampling for Safe Post-mortem Biopsy in Infectious Corpses. CoRR (2022)
Debayan Bhattacharya, Christian Betz, Dennis Eggert, Alexander Schlaefer
Self-supervised U-Net for segmenting flat and sessile polyps. Medical Imaging: Computer-Aided Diagnosis (2022)
Debayan Bhattacharya, Benjamin Tobias Becker, Finn Behrendt, Marcel Bengs, Dirk Beyersdorff, Dennis Eggert, Elina Petersen, Florian Jansen, Marvin Petersen, Bastian Cheng, Christian Betz, Alexander Schlaefer, Anna Sophie Hoffmann
Supervised Contrastive Learning to Classify Paranasal Anomalies in the Maxillary Sinus. MICCAI (3) (2022)
Finn Behrendt, Debayan Bhattacharya, Julia Krüger, Roland Opfer, Alexander Schlaefer
Data-Efficient Vision Transformers for Multi-Label Disease Classification on Chest Radiographs. CoRR (2022)
Johanna Sprenger, Thore Saathoff, Alexander Schlaefer
Automated Robotic Surface Scanning With Optical Coherence Tomography. ISBI (2021)
Max-Heinrich Laves, Malte Tölle, Alexander Schlaefer
Posterior Temperature Optimization in Variational Inference. CoRR (2021)
Marcel Bengs, Finn Behrendt, Julia Krüger, Roland Opfer, Alexander Schlaefer
3-Dimensional Deep Learning with Spatial Erasing for Unsupervised Anomaly Segmentation in Brain MRI. CoRR (2021)
Sarah Latus, Johanna Sprenger, Maximilian Neidhardt, Julia Schädler, Alexandra Ron, Antonia Fitzek, Matthias Schlüter, Philipp Breitfeld, Axel Heinemann, Klaus Püschel, Alexander Schlaefer
Rupture Detection During Needle Insertion Using Complex OCT Data and CNNs. IEEE Trans. Biomed. Eng. 68 (10) (2021)
Robin Mieling, Johanna Sprenger, Sarah Latus, Lennart Bargsten, Alexander Schlaefer
A novel optical needle probe for deep learning-based tissue elasticity characterization. CoRR (2021)
Marcel Bengs, Michael Bockmayr, Ulrich Schüller, Alexander Schlaefer
Medulloblastoma Tumor Classification using Deep Transfer Learning with Multi-Scale EfficientNets. CoRR (2021)
Marcel Bengs, Michael Bockmayr, Ulrich Schüller, Alexander Schlaefer
Medulloblastoma tumor classification using deep transfer learning with multi-scale EfficientNets. Medical Imaging: Digital Pathology (2021)
Marcel Bengs, Satish Pant, Michael Bockmayr, Ulrich Schüller, Alexander Schlaefer
Multi-Scale Input Strategies for Medulloblastoma Tumor Classification using Deep Transfer Learning. CoRR (2021)
Maximilian Neidhardt, Marcel Bengs, Sarah Latus, Matthias Schlüter, Thore Saathoff, Alexander Schlaefer
4D deep learning for real-time volumetric optical coherence elastography. Int. J. Comput. Assist. Radiol. Surg. 16 (1) (2021)
Johanna Sprenger, Maximilian Neidhardt, Matthias Schlüter, Sarah Latus, Tobias Gosau, Julia Kemmling, Susanne Feldhaus, Udo Schumacher, Alexander Schlaefer
In-vivo markerless motion detection from volumetric optical coherence tomography data using CNNs. Medical Imaging: Image-Guided Procedures (2021)
Lennart Bargsten, Silas Raschka, Alexander Schlaefer
Capsule networks for segmentation of small intravascular ultrasound image datasets. Int. J. Comput. Assist. Radiol. Surg. 16 (8) (2021)
Debayan Bhattacharya, Christian Betz, Dennis Eggert, Alexander Schlaefer
Self-Supervised U-Net for Segmenting Flat and Sessile Polyps. CoRR (2021)
Marcel Bengs, Finn Behrendt, Julia Krüger, Roland Opfer, Alexander Schlaefer
Three-dimensional deep learning with spatial erasing for unsupervised anomaly segmentation in brain MRI. Int. J. Comput. Assist. Radiol. Surg. 16 (9) (2021)
Sascha Lehmann, Antje Rogalla, Maximilian Neidhardt, Alexander Schlaefer, Sibylle Schupp
Online Strategy Synthesis for Safe and Optimized Control of Steerable Needles. FMAS (2021)
Lennart Bargsten, Katharina A. Riedl, Tobias Wissel, Fabian J. Brunner, Klaus Schaefers, Michael Grass, Stefan Blankenberg, Moritz Seiffert, Alexander Schlaefer
Attention via Scattering Transforms for Segmentation of Small Intravascular Ultrasound Data Sets. MIDL (2021)
Malte Tölle, Max-Heinrich Laves, Alexander Schlaefer
A Mean-Field Variational Inference Approach to Deep Image Prior for Inverse Problems in Medical Imaging. MIDL (2021)
Nils Gessert, Marcel Bengs, Matthias Schlüter, Alexander Schlaefer
Deep learning with 4D spatio-temporal data representations for OCT-based force estimation. CoRR (2020)
Marcel Bengs, Stephan Westermann, Nils Gessert, Dennis Eggert, Andreas O. H. Gerstner, Nina A. Müller, Christian Betz, Wiebke Laffers, Alexander Schlaefer
Spatio-spectral deep learning methods for in-vivo hyperspectral laryngeal cancer detection. CoRR (2020)
Marcel Bengs, Nils Gessert, Wiebke Laffers, Dennis Eggert, Stephan Westermann, Nina A. Müller, Andreas O. H. Gerstner, Christian Betz, Alexander Schlaefer
Spectral-Spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type Classification. CoRR (2020)
Nils Gessert, Marcel Bengs, Julia Krüger, Roland Opfer, Ann-Christin Ostwaldt, Praveena Manogaran, Sven Schippling, Alexander Schlaefer
4D Deep Learning for Multiple Sclerosis Lesion Activity Segmentation. CoRR (2020)
Antje Rogalla, Sascha Lehmann, Maximilian Neidhardt, Johanna Sprenger, Marcel Bengs, Alexander Schlaefer, Sibylle Schupp
Synthesizing Strategies for Needle Steering in Gelatin Phantoms. MARS@ETAPS (2020)
Marcel Bengs, Nils Gessert, Alexander Schlaefer
4D Spatio-Temporal Deep Learning with 4D fMRI Data for Autism Spectrum Disorder Classification. CoRR (2020)
Nils Gessert, Thilo Sentker, Frederic Madesta, Rüdiger Schmitz, Helge Kniep, Ivo M. Baltruschat, René Werner, Alexander Schlaefer
Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting. IEEE Trans. Biomed. Eng. 67 (2) (2020)
Lennart Bargsten, Alexander Schlaefer
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. 15 (9) (2020)
Marcel Bengs, Nils Gessert, Wiebke Laffers, Dennis Eggert, Stephan Westermann, Nina A. Müller, Andreas O. H. Gerstner, Christian Betz, Alexander Schlaefer
Spectral-spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type Classification. MICCAI (3) (2020)
Nils Gessert, Julia Krüger, Roland Opfer, Ann-Christin Ostwaldt, Praveena Manogaran, Hagen H. Kitzler, Sven Schippling, Alexander Schlaefer
Multiple Sclerosis Lesion Activity Segmentation with Attention-Guided Two-Path CNNs. CoRR (2020)
Nils Gessert, Marcel Bengs, Matthias Schlüter, Alexander Schlaefer
Deep learning with 4D spatio-temporal data representations for OCT-based force estimation. Medical Image Anal. 64 (2020)
Martin Gromniak, Nils Gessert, Thore Saathoff, Alexander Schlaefer
Needle tip force estimation by deep learning from raw spectral OCT data. CoRR (2020)
Martin Gromniak, Nils Gessert, Thore Saathoff, Alexander Schlaefer
Needle tip force estimation by deep learning from raw spectral OCT data. Int. J. Comput. Assist. Radiol. Surg. 15 (10) (2020)
Marcel Bengs, Stephan Westermann, Nils Gessert, Dennis Eggert, Andreas O. H. Gerstner, Nina A. Müller, Christian Betz, Wiebke Laffers, Alexander Schlaefer
Spatio-spectral deep learning methods for in-vivo hyperspectral laryngeal cancer detection. Medical Imaging: Computer-Aided Diagnosis (2020)
Marcel Bengs, Nils Gessert, Alexander Schlaefer
4D Spatio-Temporal Convolutional Networks for Object Position Estimation in OCT Volumes. CoRR (2020)
Marcel Bengs, Nils Gessert, Matthias Schlüter, Alexander Schlaefer
Spatio-Temporal Deep Learning Methods for Motion Estimation Using 4D OCT Image Data. CoRR (2020)
Marcel Bengs, Nils Gessert, Matthias Schlüter, Alexander Schlaefer
Spatio-temporal deep learning methods for motion estimation using 4D OCT image data. Int. J. Comput. Assist. Radiol. Surg. 15 (6) (2020)
Maximilian Neidhardt, Marcel Bengs, Sarah Latus, Matthias Schlüter, Thore Saathoff, Alexander Schlaefer
Deep Learning for High Speed Optical Coherence Elastography. ISBI (2020)
Matthias Schlüter, Lukas Glandorf, Johanna Sprenger, Martin Gromniak, Maximilian Neidhardt, Thore Saathoff, Alexander Schlaefer
High-Speed Markerless Tissue Motion Tracking Using Volumetric Optical Coherence Tomography Images. ISBI (2020)
Nils Gessert, Marcel Bengs, Alexander Schlaefer
Melanoma detection with electrical impedance spectroscopy and dermoscopy using joint deep learning models. Medical Imaging: Computer-Aided Diagnosis (2020)
Nils Gessert, Julia Krüger, Roland Opfer, Ann-Christin Ostwaldt, Praveena Manogaran, Hagen H. Kitzler, Sven Schippling, Alexander Schlaefer
Multiple sclerosis lesion activity segmentation with attention-guided two-path CNNs. Comput. Medical Imaging Graph. 84 (2020)
Marcel Bengs, Nils Gessert, Alexander Schlaefer
A Deep Learning Approach for Motion Forecasting Using 4D OCT Data. CoRR (2020)
Nils Gessert, Alexander Schlaefer
Learning Preference-Based Similarities from Face Images using Siamese Multi-Task CNNs. CoRR (2020)
Matthias Schlüter, Lukas Glandorf, Martin Gromniak, Thore Saathoff, Alexander Schlaefer
Concept for Markerless 6D Tracking Employing Volumetric Optical Coherence Tomography. Sensors 20 (9) (2020)
Matthias Schlüter, Manka M. Fuh, Stephanie Maier, Christoph Otte, Parnian Kiani, Nils-Owe Hansen, R. J. Dwayne Miller, Hartmut Schlüter, Alexander Schlaefer
Towards OCT-Navigated Tissue Ablation with a Picosecond Infrared Laser (PIRL) and Mass-Spectrometric Analysis. EMBC (2019)
Nils Gessert, Alexander Schlaefer
Left Ventricle Quantification Using Direct Regression with Segmentation Regularization and Ensembles of Pretrained 2D and 3D CNNs. CoRR (2019)
Nils Gessert, Marcel Bengs, Alexander Schlaefer
Melanoma detection with electrical impedance spectroscopy and dermoscopy using joint deep learning models. CoRR (2019)
Matthias Schlüter, Christoph Otte, Thore Saathoff, Nils Gessert, Alexander Schlaefer
Feasibility of a markerless tracking system based on optical coherence tomography. Medical Imaging: Image-Guided Procedures (2019)
Nils Gessert, Thilo Sentker, Frederic Madesta, Rüdiger Schmitz, Helge Kniep, Ivo M. Baltruschat, René Werner, Alexander Schlaefer
Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting. CoRR (2019)
Nils Gessert, Matthias Lutz, Markus Heyder, Sarah Latus, David M. Leistner, Youssef S. Abdelwahed, Alexander Schlaefer
Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks. IEEE Trans. Medical Imaging 38 (2) (2019)
Romol Chadda, Sonja Wismath, Markus Hessinger, Niklas Schäfer, Alexander Schlaefer, Mario Kupnik
Needle Tip Force Sensor for Medical Applications. IEEE SENSORS (2019)
Nils Gessert, Martin Gromniak, Matthias Schlüter, Alexander Schlaefer
Two-path 3D CNNs for calibration of system parameters for OCT-based motion compensation. Medical Imaging: Image-Guided Procedures (2019)
Max-Heinrich Laves, Sarah Latus, Jan Bergmeier, Tobias Ortmaier, Lüder A. Kahrs, Alexander Schlaefer
Endoscopic vs. volumetric OCT imaging of mastoid bone structure for pose estimation in minimally invasive cochlear implant surgery. CoRR (2019)
Lennart Bargsten, Mareike Wendebourg, Alexander Schlaefer
Data Representations for Segmentation of Vascular Structures Using Convolutional Neural Networks with U-Net Architecture. EMBC (2019)
Nils Gessert, Alexander Schlaefer
Left Ventricle Quantification Using Direct Regression with Segmentation Regularization and Ensembles of Pretrained 2D and 3D CNNs. STACOM@MICCAI (2019)
Nils Gessert, Marcel Bengs, Lukas Wittig, Daniel Drömann, Tobias Keck, Alexander Schlaefer, David B. Ellebrecht
Deep transfer learning methods for colon cancer classification in confocal laser microscopy images. Int. J. Comput. Assist. Radiol. Surg. 14 (11) (2019)
Matthias Schlüter, Stefan Gerlach, Christoph Fürweger, Alexander Schlaefer
Analysis and optimization of the robot setup for robotic-ultrasound-guided radiation therapy. Int. J. Comput. Assist. Radiol. Surg. 14 (8) (2019)
Nils Gessert, Alexander Schlaefer
Efficient Neural Architecture Search on Low-Dimensional Data for OCT Image Segmentation. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alexander Schlaefer