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N. Gessert · SciRah

Researcher profile · Semantic Scholar

N. Gessert

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N. Gessert — researcher profile on SciRah

h-index: 15
Works: 50
Citations: 1,239

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
Semantic Scholar
Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting
N. Gessert, Thilo Sentker, F. Madesta, Rüdiger Schmitz +4 more
2019IEEE Transactions on Biomedical Engineering162 citations Open access
Semantic Scholar
Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks
N. Gessert, Matthias Lutz, Markus Heyder, S. Latus +3 more
2018IEEE Transactions on Medical Imaging110 citations Open access
Semantic Scholar
Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting
N. Gessert, Thilo Sentker, F. Madesta, Rüdiger Schmitz +4 more
2018arXiv.org90 citations
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
In vivo detection of head and neck tumors by hyperspectral imaging combined with deep learning methods
D. Eggert, M. Bengs, S. Westermann, N. Gessert +6 more
2021Journal of Biophotonics35 citations Open access
Semantic Scholar
Force estimation from OCT volumes using 3D CNNs
N. Gessert, Jens Beringhoff, Christoph Otte, A. Schlaefer
2018International Journal of Computer Assisted Radiology and Surgery35 citations Open access
Semantic Scholar
A deep learning approach for pose estimation from volumetric OCT data
N. Gessert, Matthias Schlüter, A. Schlaefer
2018Medical Image Anal.32 citations Open access
Semantic Scholar
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
Semantic Scholar
4D Spatio-Temporal Deep Learning with 4D fMRI Data for Autism Spectrum Disorder Classification
M. Bengs, N. Gessert, A. Schlaefer
2020arXiv.org24 citations
Semantic Scholar
Spatio-temporal deep learning models for tip force estimation during needle insertion
N. Gessert, Torben Priegnitz, T. Saathoff, Sven-Thomas Antoni +5 more
2019International Journal of Computer Assisted Radiology and Surgery24 citations Open access
Semantic Scholar
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
Semantic Scholar
4D Deep Learning for Multiple Sclerosis Lesion Activity Segmentation
N. Gessert, M. Bengs, J. Krüger, R. Opfer +4 more
2020arXiv.org15 citations
Semantic Scholar
Spectral-Spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type Classification
M. Bengs, N. Gessert, W. Laffers, D. Eggert +5 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention14 citations Open access
Semantic Scholar
CARS 2018—Computer Assisted Radiology and Surgery Proceedings of the 32nd International Congress and Exhibition Berlin, Germany, June 20–23, 2018
N. Gessert, Markus Heyder, S. Latus, Matthias Lutz +1 more
2018International Journal of Computer Assisted Radiology and Surgery14 citations Open access
Semantic Scholar
Towards an Optical Biopsy during Visceral Surgical Interventions
D. Ellebrecht, S. Latus, A. Schlaefer, T. Keck +1 more
2020Visceral Medicine12 citations Open access
Semantic Scholar
Needle Tip Force Estimation using an OCT Fiber and a Fused convGRU-CNN Architecture
N. Gessert, Torben Priegnitz, T. Saathoff, Sven-Thomas Antoni +5 more
2018International Conference on Medical Image Computing and Computer-Assisted Intervention11 citations Open access
Semantic Scholar
Feasibility of Colon Cancer Detection in Confocal Laser Microscopy Images Using Convolution Neural Networks
N. Gessert, L. Wittig, D. Drömann, T. Keck +2 more
2018Bildverarbeitung für die Medizin9 citations Open access
Semantic Scholar
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
Semantic Scholar
CARS 2019—Computer Assisted Radiology and Surgery Proceedings of the 33rd International Congress and Exhibition, Rennes, France, June 18–21, 2019
N. Gessert, Matthias Schlüter, S. Latus, V. Volgger +2 more
2019International Journal of Computer Assisted Radiology and Surgery8 citations Open access
Semantic Scholar
Left Ventricle Quantification Using Direct Regression with Segmentation Regularization and Ensembles of Pretrained 2D and 3D CNNs
N. Gessert, A. Schlaefer
2019STACOM@MICCAI8 citations Open access
Semantic Scholar
Bioresorbable Scaffold Visualization in IVOCT Images Using CNNs and Weakly Supervised Localization
N. Gessert, S. Latus, Y. Abdelwahed, D. Leistner +2 more
2018Image Processing7 citations Open access
Semantic Scholar
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
Semantic Scholar
Melanoma detection with electrical impedance spectroscopy and dermoscopy using joint deep learning models
N. Gessert, M. Bengs, A. Schlaefer
2019Medical Imaging6 citations Open access
Semantic Scholar
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
Semantic Scholar
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
Semantic Scholar
Efficient Neural Architecture Search on Low-Dimensional Data for OCT Image Segmentation
N. Gessert, A. Schlaefer
2019arXiv.org5 citations
Semantic Scholar
Feasibility of a markerless tracking system based on optical coherence tomography
Matthias Schlüter, Christoph Otte, T. Saathoff, N. Gessert +1 more
2018Medical Imaging5 citations Open access
Semantic Scholar
Fully automated longitudinal segmentation of new or enlarging Multiple Scleroses (MS) lesions using 3D convolution neural networks
J. Krüger, R. Opfer, N. Gessert, A. Ostwaldt +4 more
2020RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren4 citations
Semantic Scholar
4D spatio-temporal convolutional networks for object position estimation in OCT volumes
M. Bengs, N. Gessert, A. Schlaefer
2020Current Directions in Biomedical Engineering3 citations Open access
Semantic Scholar
In vivo detection of laryngeal cancer by hyperspectral imaging combined with deep learning methods (Conference Presentation)
D. Eggert, M. Bengs, S. Westermann, N. Gessert +5 more
20203 citations
Semantic Scholar
Towards bimodal intravascular OCT MPI volumetric imaging
S. Latus, F. Griese, M. Gräser, M. Möddel +6 more
2018Medical Imaging3 citations
Semantic Scholar
Generalization of spatio-temporal deep learning for vision-based force estimation
Finn Behrendt, N. Gessert, Alexander Schlaefer
2020Current Directions in Biomedical Engineering2 citations Open access
Semantic Scholar
Generalization of spatio-temporal deep learning for vision-based force estimation
Finn Behrendt, N. Gessert, A. Schlaefer
20202 citations
Semantic Scholar
Deep Learning in der SPECT und PET des Gehirns
R. Buchert, J. Krüger, N. Gessert, W. Lehnert +3 more
2019Der Nuklearmediziner2 citations
Semantic Scholar
Adversarial Training for Patient-Independent Feature Learning with IVOCT Data for Plaque Classification
N. Gessert, Markus Heyder, S. Latus, D. Leistner +3 more
2018arXiv.org2 citations
Semantic Scholar
Two-path 3D CNNs for calibration of system parameters for OCT-based motion compensation
N. Gessert, M. Gromniak, Matthias Schlüter, A. Schlaefer
2018Medical Imaging2 citations Open access
Semantic Scholar
Learning Preference-Based Similarities from Face Images using Siamese Multi-Task CNNs
N. Gessert, A. Schlaefer
2020arXiv.org1 citations
Semantic Scholar
A Deep Learning Approach for Motion Forecasting Using 4D OCT Data
M. Bengs, N. Gessert, A. Schlaefer
2020arXiv.org1 citations
Semantic Scholar
Force estimation from 4D OCT data in a human tumor xenograft mouse model
M. Neidhardt, N. Gessert, T. Gosau, Julia Kemmling +3 more
2020Current Directions in Biomedical Engineering1 citations Open access
Semantic Scholar
Towards Deep Learning-Based EEG Electrode Detection Using Automatically Generated Labels
N. Gessert, M. Gromniak, M. Bengs, L. Matthäus +1 more
2019arXiv.org1 citations
Semantic Scholar
Design and implementation of a wireless instrument adapter
Kaori V. Laino, T. Saathoff, T. Savarimuthu, K. Schwaner +2 more
2018arXiv.org1 citations
Semantic Scholar
Towards Head Motion Compensation Using Multi-Scale Convolutional Neural Networks
O. Rajput, N. Gessert, M. Gromniak, L. Matthäus +1 more
2018arXiv.org1 citations
Semantic Scholar
Issue Information
M. Bengs, N. Gessert, P. Shukla
2022Journal of Biophotonics0 citations
Semantic Scholar
DEEP LEARNING-BASED CLASSIFICATION OF DIASTOLIC FUNCTION USING 2D ECHOCARDIOGRAPHIC IMAGES
Ali Sadeghi, L. Oliveira, N. Gessert, Jin Liu +8 more
2022Journal of the American College of Cardiology0 citations Open access
Semantic Scholar
JMI 2018 List of Reviewers.
C. Abbey, E. Adeli, C. A. Rios, M. Fauzi +186 more
2019Journal of Medical Imaging0 citations Open access
Semantic Scholar
Deep Learning in der SPECT und PET des Gehirns
R. Buchert, J. Krüger, N. Gessert, W. Lehnert +3 more
2019Radiopraxis0 citations
Semantic Scholar
Prostate Decoupled Shielding Tube Force / Torque Sensor Motor For Linear Drive Needle Tip OCT Fiber
N. Gessert, Torben Priegnitz, T. Saathoff, Sven-Thomas Antoni +6 more
20180 citations
Semantic Scholar

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