Nils Gessert - RankMe

52 papers B 1Journal 42Unranked 9

Year	Rank	Type	Title / Venue / Authors
2020	J	`jnl`	4D Deep Learning for Multiple Sclerosis Lesion Activity Segmentation. CoRR Nils Gessert, Marcel Bengs, Julia Krüger, Roland Opfer, Ann-Christin Ostwaldt, Praveena Manogaran, Sven Schippling, Alexander Schlaefer
2020	J	`jnl`	4D Spatio-Temporal Convolutional Networks for Object Position Estimation in OCT Volumes. CoRR Marcel Bengs, Nils Gessert, Alexander Schlaefer
2020	J	`jnl`	4D Spatio-Temporal Deep Learning with 4D fMRI Data for Autism Spectrum Disorder Classification. CoRR Marcel Bengs, Nils Gessert, Alexander Schlaefer
2020	J	`jnl`	A Deep Learning Approach for Motion Forecasting Using 4D OCT Data. CoRR Marcel Bengs, Nils Gessert, Alexander Schlaefer
2020	J	`jnl`	Deep learning with 4D spatio-temporal data representations for OCT-based force estimation. CoRR Nils Gessert, Marcel Bengs, Matthias Schlüter, Alexander Schlaefer
2020	J	`jnl`	Deep learning with 4D spatio-temporal data representations for OCT-based force estimation. Medical Image Anal. Nils Gessert, Marcel Bengs, Matthias Schlüter, Alexander Schlaefer
2020	J	`jnl`	Learning Preference-Based Similarities from Face Images using Siamese Multi-Task CNNs. CoRR Nils Gessert, Alexander Schlaefer
2020	—	`conf`	Melanoma detection with electrical impedance spectroscopy and dermoscopy using joint deep learning models. Computer-Aided Diagnosis Nils Gessert, Marcel Bengs, Alexander Schlaefer
2020	J	`jnl`	Multiple Sclerosis Lesion Activity Segmentation with Attention-Guided Two-Path CNNs. CoRR Nils Gessert, Julia Krüger, Roland Opfer, Ann-Christin Ostwaldt, Praveena Manogaran, Hagen H. Kitzler, Sven Schippling, Alexander Schlaefer
2020	J	`jnl`	Multiple sclerosis lesion activity segmentation with attention-guided two-path CNNs. Comput. Medical Imaging Graph. Nils Gessert, Julia Krüger, Roland Opfer, Ann-Christin Ostwaldt, Praveena Manogaran, Hagen H. Kitzler, Sven Schippling, Alexander Schlaefer
2020	J	`jnl`	Needle tip force estimation by deep learning from raw spectral OCT data. Int. J. Comput. Assist. Radiol. Surg. Martin Gromniak, Nils Gessert, Thore Saathoff, Alexander Schlaefer
2020	J	`jnl`	Needle tip force estimation by deep learning from raw spectral OCT data. CoRR Martin Gromniak, Nils Gessert, Thore Saathoff, Alexander Schlaefer
2020	J	`jnl`	Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting. IEEE Trans. Biomed. Eng. Nils Gessert, Thilo Sentker, Frederic Madesta, Rüdiger Schmitz, Helge Kniep, Ivo M. Baltruschat, René Werner, Alexander Schlaefer
2020	J	`jnl`	Spatio-Temporal Deep Learning Methods for Motion Estimation Using 4D OCT Image Data. CoRR Marcel Bengs, Nils Gessert, Matthias Schlüter, Alexander Schlaefer
2020	—	`conf`	Spatio-spectral deep learning methods for in-vivo hyperspectral laryngeal cancer detection. Computer-Aided Diagnosis Marcel Bengs, Stephan Westermann, Nils Gessert, Dennis Eggert, Andreas O. H. Gerstner, Nina A. Müller, Christian Betz, Wiebke Laffers, Alexander Schlaefer
2020	J	`jnl`	Spatio-spectral deep learning methods for in-vivo hyperspectral laryngeal cancer detection. CoRR Marcel Bengs, Stephan Westermann, Nils Gessert, Dennis Eggert, Andreas O. H. Gerstner, Nina A. Müller, Christian Betz, Wiebke Laffers, Alexander Schlaefer
2020	J	`jnl`	Spatio-temporal deep learning methods for motion estimation using 4D OCT image data. Int. J. Comput. Assist. Radiol. Surg. Marcel Bengs, Nils Gessert, Matthias Schlüter, Alexander Schlaefer
2020	J	`jnl`	Spectral-Spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type Classification. CoRR Marcel Bengs, Nils Gessert, Wiebke Laffers, Dennis Eggert, Stephan Westermann, Nina A. Müller, Andreas O. H. Gerstner, Christian Betz, Alexander Schlaefer
2020	—	`conf`	Spectral-spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type Classification. MICCAI (3) Marcel Bengs, Nils Gessert, Wiebke Laffers, Dennis Eggert, Stephan Westermann, Nina A. Müller, Andreas O. H. Gerstner, Christian Betz, Alexander Schlaefer
2019	J	`jnl`	Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks. IEEE Trans. Medical Imaging Nils Gessert, Matthias Lutz, Markus Heyder, Sarah Latus, David M. Leistner, Youssef S. Abdelwahed, Alexander Schlaefer
2019	B	`conf`	Bioresorbable scaffold visualization in IVOCT images using CNNs and weakly supervised localization. Image Processing Nils Gessert, Sarah Latus, Youssef S. Abdelwahed, David M. Leistner, Matthias Lutz, Alexander Schlaefer
2019	J	`jnl`	Deep Transfer Learning Methods for Colon Cancer Classification in Confocal Laser Microscopy Images. CoRR Nils Gessert, Marcel Bengs, Lukas Wittig, Daniel Drömann, Tobias Keck, Alexander Schlaefer, David B. Ellebrecht
2019	J	`jnl`	Deep transfer learning methods for colon cancer classification in confocal laser microscopy images. Int. J. Comput. Assist. Radiol. Surg. Nils Gessert, Marcel Bengs, Lukas Wittig, Daniel Drömann, Tobias Keck, Alexander Schlaefer, David B. Ellebrecht
2019	J	`jnl`	Efficient Neural Architecture Search on Low-Dimensional Data for OCT Image Segmentation. CoRR Nils Gessert, Alexander Schlaefer
2019	—	`conf`	Feasibility of Colon Cancer Detection in Confocal Laser Microscopy Images Using Convolution Neural Networks. Bildverarbeitung für die Medizin Nils Gessert, Lukas Wittig, Daniel Drömann, Tobias Keck, Alexander Schlaefer, David B. Ellebrecht
2019	—	`conf`	Feasibility of a markerless tracking system based on optical coherence tomography. Image-Guided Procedures Matthias Schlüter, Christoph Otte, Thore Saathoff, Nils Gessert, Alexander Schlaefer
2019	—	`conf`	Left Ventricle Quantification Using Direct Regression with Segmentation Regularization and Ensembles of Pretrained 2D and 3D CNNs. STACOM@MICCAI Nils Gessert, Alexander Schlaefer
2019	J	`jnl`	Left Ventricle Quantification Using Direct Regression with Segmentation Regularization and Ensembles of Pretrained 2D and 3D CNNs. CoRR Nils Gessert, Alexander Schlaefer
2019	J	`jnl`	Melanoma detection with electrical impedance spectroscopy and dermoscopy using joint deep learning models. CoRR Nils Gessert, Marcel Bengs, Alexander Schlaefer
2019	—	`conf`	Quantitative Analysis of 3D Artery Volume Reconstructions Using Biplane Angiography and Intravascular OCT Imaging. EMBC Sarah Latus, Maximilian Neidhardt, Matthias Lutz, Nils Gessert, Norbert Frey, Alexander Schlaefer
2019	J	`jnl`	Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting. CoRR Nils Gessert, Thilo Sentker, Frederic Madesta, Rüdiger Schmitz, Helge Kniep, Ivo M. Baltruschat, René Werner, Alexander Schlaefer
2019	J	`jnl`	Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta Data. CoRR Nils Gessert, Maximilian Nielsen, Mohsin Shaikh, René Werner, Alexander Schlaefer
2019	J	`jnl`	Spatio-Temporal Deep Learning Models for Tip Force Estimation During Needle Insertion. CoRR Nils Gessert, Torben Priegnitz, Thore Saathoff, Sven-Thomas Antoni, David Meyer, Moritz Franz Hamann, Klaus-Peter Jünemann, Christoph Otte, Alexander Schlaefer
2019	J	`jnl`	Spatio-temporal deep learning models for tip force estimation during needle insertion. Int. J. Comput. Assist. Radiol. Surg. Nils Gessert, Torben Priegnitz, Thore Saathoff, Sven-Thomas Antoni, David Meyer, Moritz Franz Hamann, Klaus-Peter Jünemann, Christoph Otte, Alexander Schlaefer
2019	J	`jnl`	Towards Automatic Lesion Classification in the Upper Aerodigestive Tract Using OCT and Deep Transfer Learning Methods. CoRR Nils Gessert, Matthias Schlüter, Sarah Latus, Veronika Volgger, Christian Betz, Alexander Schlaefer
2019	J	`jnl`	Towards Deep Learning-Based EEG Electrode Detection Using Automatically Generated Labels. CoRR Nils Gessert, Martin Gromniak, Marcel Bengs, Lars Matthäus, Alexander Schlaefer
2019	—	`conf`	Two-path 3D CNNs for calibration of system parameters for OCT-based motion compensation. Image-Guided Procedures Nils Gessert, Martin Gromniak, Matthias Schlüter, Alexander Schlaefer
2018	J	`jnl`	A Deep Learning Approach for Pose Estimation from Volumetric OCT Data. CoRR Nils Gessert, Matthias Schlüter, Alexander Schlaefer
2018	J	`jnl`	A deep learning approach for pose estimation from volumetric OCT data. Medical Image Anal. Nils Gessert, Matthias Schlüter, Alexander Schlaefer
2018	J	`jnl`	Adversarial Training for Patient-Independent Feature Learning with IVOCT Data for Plaque Classification. CoRR Nils Gessert, Markus Heyder, Sarah Latus, David M. Leistner, Youssef S. Abdelwahed, Matthias Lutz, Alexander Schlaefer
2018	J	`jnl`	Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks. CoRR Nils Gessert, Matthias Lutz, Markus Heyder, Sarah Latus, David M. Leistner, Youssef S. Abdelwahed, Alexander Schlaefer
2018	J	`jnl`	Bioresorbable Scaffold Visualization in IVOCT Images Using CNNs and Weakly Supervised Localization. CoRR Nils Gessert, Sarah Latus, Youssef S. Abdelwahed, David M. Leistner, Matthias Lutz, Alexander Schlaefer
2018	J	`jnl`	Design and implementation of a wireless instrument adapter. CoRR Kaori V. Laino, Thore Saathoff, Thiusius R. Savarimuthu, Kim Lindberg Schwaner, Nils Gessert, Alexander Schlaefer
2018	J	`jnl`	Feasibility of Colon Cancer Detection in Confocal Laser Microscopy Images Using Convolution Neural Networks. CoRR Nils Gessert, Lukas Wittig, Daniel Drömann, Tobias Keck, Alexander Schlaefer, David B. Ellebrecht
2018	J	`jnl`	Force Estimation from OCT Volumes using 3D CNNs. CoRR Nils Gessert, Jens Beringhoff, Christoph Otte, Alexander Schlaefer
2018	J	`jnl`	Force estimation from OCT volumes using 3D CNNs. Int. J. Comput. Assist. Radiol. Surg. Nils Gessert, Jens Beringhoff, Christoph Otte, Alexander Schlaefer
2018	—	`conf`	Needle Tip Force Estimation Using an OCT Fiber and a Fused convGRU-CNN Architecture. MICCAI (4) Nils Gessert, Torben Priegnitz, Thore Saathoff, Sven-Thomas Antoni, David Meyer, Moritz Franz Hamann, Klaus-Peter Jünemann, Christoph Otte, Alexander Schlaefer
2018	J	`jnl`	Needle Tip Force Estimation using an OCT Fiber and a Fused convGRU-CNN Architecture. CoRR Nils Gessert, Torben Priegnitz, Thore Saathoff, Sven-Thomas Antoni, David Meyer, Moritz Franz Hamann, Klaus-Peter Jünemann, Christoph Otte, Alexander Schlaefer
2018	J	`jnl`	Plaque Classification in Coronary Arteries from IVOCT Images Using Convolutional Neural Networks and Transfer Learning. CoRR Nils Gessert, Markus Heyder, Sarah Latus, Matthias Lutz, Alexander Schlaefer
2018	J	`jnl`	Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting. CoRR Nils Gessert, Thilo Sentker, Frederic Madesta, Rüdiger Schmitz, Helge Kniep, Ivo M. Baltruschat, René Werner, Alexander Schlaefer
2018	J	`jnl`	Towards Head Motion Compensation Using Multi-Scale Convolutional Neural Networks. CoRR Omer Rajput, Nils Gessert, Martin Gromniak, Lars Matthäus, Alexander Schlaefer
2018	J	`jnl`	Two-path 3D CNNs for calibration of system parameters for OCT-based motion compensation. CoRR Nils Gessert, Martin Gromniak, Matthias Schlüter, Alexander Schlaefer