Thomas Wollmann
Orcid: 0000-0002-4741-3844
According to our database1,
Thomas Wollmann
authored at least 24 papers
between 2014 and 2023.
Collaborative distances:
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Bibliography
2023
PLoS Comput. Biol., January, 2023
2021
Deep Consensus Network: Aggregating predictions to improve object detection in microscopy images.
Medical Image Anal., 2021
Data fusion and smoothing for probabilistic tracking of viral structures in fluorescence microscopy images.
Medical Image Anal., 2021
CoRR, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Chameleon: A Semi-AutoML framework targeting quick and scalable development and deployment of production-ready ML systems for SMEs.
Proceedings of the 51. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2021 - Computer Science & Sustainability, Berlin, Germany, 27. September, 2021
2020
Deep Learning Particle Detection for Probabilistic Tracking in Fluorescence Microscopy Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
GRUU-Net: Integrated convolutional and gated recurrent neural network for cell segmentation.
Medical Image Anal., 2019
Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge.
Medical Image Anal., 2019
Hyperparameter optimization for image analysis: application to prostate tissue images and live cell data of virus-infected cells.
Int. J. Comput. Assist. Radiol. Surg., 2019
Detnet: Deep Neural Network For Particle Detection In Fluorescence Microscopy Images.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Black-Box Hyperparameter Optimization for Nuclei Segmentation in Prostate Tissue Images.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019
2018
Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge.
CoRR, 2018
Deep Particle Tracker: Automatic Tracking of Particles in Fluorescence Microscopy Images Using Deep Learning.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
Adversarial domain adaptation to improve automatic breast cancer grading in lymph nodes.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Comparison of segmentation methods for tissue microscopy images of glioblastoma cells.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Multi-channel Deep Transfer Learning for Nuclei Segmentation in Glioblastoma Cell Tissue Images.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
2017
CoRR, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017
2016
User-Centred Design and Usability Evaluation of a Heart Rate Variability Biofeedback Game.
IEEE Access, 2016
2015
Proceedings of the Mensch und Computer 2015, 2015
2014
Proceedings of the 44. Jahrestagung der Gesellschaft für Informatik, Big Data, 2014