Jens Rittscher
Orcid: 0000-0002-8528-8298
According to our database1,
Jens Rittscher
authored at least 104 papers
between 1999 and 2023.
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Bibliography
2023
IEEE Trans. Neural Networks Learn. Syst., November, 2023
Beyond attention: deriving biologically interpretable insights from weakly-supervised multiple-instance learning models.
CoRR, 2023
SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis.
CoRR, 2023
Joint Prediction of Response to Therapy, Molecular Traits, and Spatial Organisation in Colorectal Cancer Biopsies.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge.
CoRR, 2022
Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy.
Comput. Medical Imaging Graph., 2022
Patch-Level Instance-Group Discrimination with Pretext-Invariant Learning for Colitis Scoring.
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022
Self-supervised Approach for a Fully Assistive Esophageal Surveillance: Quality, Anatomy and Neoplasia Guidance.
Proceedings of the Cancer Prevention Through Early Detection, 2022
Proceedings of the Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery, 2022
Proceedings of the Medical Optical Imaging and Virtual Microscopy Image Analysis, 2022
Predicting Molecular Traits from Tissue Morphology Through Self-interactive Multi-instance Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
UNet-eVAE: Iterative Refinement Using VAE Embodied Learning for Endoscopic Image Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022
Proceedings of the Cancer Prevention Through Early Detection, 2022
Additive Angular Margin Loss and Model Scaling Network for Optimised Colitis Scoring.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
A Graph Based Neural Network Approach to Immune Profiling of Multiplexed Tissue Samples.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Self-Supervised Voxel-Level Representation Rediscovers Subcellular Structures in Volume Electron Microscopy.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
Medical Image Anal., 2021
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy.
Medical Image Anal., 2021
F1000Research, 2021
PolypGen: A multi-center polyp detection and segmentation dataset for generalisability assessment.
CoRR, 2021
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning.
IEEE Access, 2021
Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021
Exploring the Correlation Between Deep Learned and Clinical Features in Melanoma Detection.
Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Real-Time Polyp Detection, Localisation and Segmentation in Colonoscopy Using Deep Learning.
CoRR, 2020
CoRR, 2020
DeepSplit: Segmentation of Microscopy Images Using Multi-task Convolutional Networks.
Proceedings of the Medical Image Understanding and Analysis - 24th Annual Conference, 2020
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Extracting Axial Depth and Trajectory Trend Using Astigmatism, Gaussian Fitting, and CNNs for Protein Tracking.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Single-Molecule Localization Microscopy Reconstruction Using Noise2Noise for Super-Resolution Imaging of Actin Filaments.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Short Trajectory Segmentation with 1D UNET Framework: Application to Secretory Vesicle Dynamics.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Protein Tracking By CNN-Based Candidate Pruning And Two-Step Linking With Bayesian Network.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019
Conv2Warp: An Unsupervised Deformable Image Registration with Continuous Convolution and Warping.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Efficient Video Indexing for Monitoring Disease Activity and Progression in the Upper Gastrointestinal Tract.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Ink Removal from Histopathology Whole Slide Images by Combining Classification, Detection and Image Generation Models.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Workshop on Patient Similitude: Combining Histopathological Images & Multiple-Scale Molecular Phenotypes (NII Shonan Meeting 2018-17).
NII Shonan Meet. Rep., 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Identification of C. elegans Strains Using a Fully Convolutional Neural Network on Behavioural Dynamics.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
2017
Discovery of Rare Phenotypes in Cellular Images Using Weakly Supervised Deep Learning.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Towards quantifying the impact of cell boundary estimation on morphometric analysis for phenotypic screening.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
Utilizing Phase Retardation Features for Segmenting Cells in Phase Contrast Microscopy Images.
Proceedings of the Medical Image Understanding and Analysis, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
2013
Highly multiplexed single-cell analysis of formalin-fixed, paraffin-embedded cancer tissue.
Proc. Natl. Acad. Sci. USA, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Monitoring cardiomyocyte motionin real time through image registration and time series analysis.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
Medical Image Anal., 2011
Appearance-based person reidentification in camera networks: problem overview and current approaches.
J. Ambient Intell. Humaniz. Comput., 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Multi-class Object Layout with Unsupervised Image Classification and Object Localization.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011
Methods and algorithms for extracting high-content signatures from cells, tissues, and model organisms.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the Information Processing in Medical Imaging, 2011
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
Spatio-temporal cell cycle phase analysis using level sets and fast marching methods.
Medical Image Anal., 2009
Proceedings of the Information Processing in Medical Imaging, 2009
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009
2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007
2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Spatio-temporal cell cycle analysis using 3D level set segmentation of unstained nuclei in line scan confocal fluorescence images.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the Advanced Video and Signal Based Surveillance, 2005
2004
PhD thesis, 2004
Proceedings of the Statistical Methods in Video Processing, 2004
2003
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003
Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003
2002
IEEE Trans. Pattern Anal. Mach. Intell., 2002
Image Vis. Comput., 2002
2001
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
2000
IEEE Trans. Pattern Anal. Mach. Intell., 2000
Schichtenmodell für die verteilte Nutzung modellgestützter Verfahren.
Proceedings of the Simulation und Visualisierung 2000 (SimVis 2000), 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000
1999
Proceedings of the International Conference on Computer Vision, 1999