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Thomas Bocklitz
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Journal Articles
- 2024
- [j4]Pegah Dehbozorgi, Oleg Ryabchykov, Thomas Bocklitz:
A Systematic Investigation of Image Pre-Processing on Image Classification. IEEE Access 12: 64913-64926 (2024) - [j3]Rodrigo Escobar Díaz Guerrero, José Luís Oliveira, Jürgen Popp, Thomas Bocklitz:
MMIR: an open-source software for the registration of multimodal histological images. BMC Medical Informatics Decis. Mak. 24(1): 65 (2024) - 2020
- [j2]Nairveen Ali, Johanna Kirchhoff, Patrick Igoche Onoja, Astrid Tannert, Ute Neugebauer, Jürgen Popp, Thomas Bocklitz:
Predictive Modeling of Antibiotic Susceptibility in E. Coli Strains Using the U-Net Network and One-Class Classification. IEEE Access 8: 167711-167720 (2020) - 2014
- [j1]Ute Neugebauer, Christian M. Kurz, Thomas Bocklitz, Tina Berger, Thomas Velten, Joachim H. Clement, Christoph Krafft, Jürgen Popp:
Raman-Spectroscopy Based Cell Identification on a Microhole Array Chip. Micromachines 5(2): 204-215 (2014)
Conference and Workshop Papers
- 2024
- [c7]Ruihao Luo, Shuxia Guo, Thomas Bocklitz:
Sample Size Estimation of Transfer Learning for Colorectal Cancer Detection. ICPRAM 2024: 841-851 - 2023
- [c6]Rodrigo Escobar Díaz Guerrero, Yubraj Gupta, Thomas Bocklitz, José Luís Oliveira:
A Multimodal Image Registration System for Histology Images. CBMS 2023: 17-22 - [c5]Jhonatan Contreras, Thomas Bocklitz:
Agnostic eXplainable Artificial Intelligence (XAI) Method Based on Volterra Series. ICPRAM 2023: 597-606 - 2021
- [c4]Pranita Pradhan, Katharina Köhler, Shuxia Guo, Olga Rosin, Jürgen Popp, Axel Niendorf, Thomas Bocklitz:
Data Fusion of Histological and Immunohistochemical Image Data for Breast Cancer Diagnostics using Transfer Learning. ICPRAM 2021: 495-506 - 2019
- [c3]Pranita Pradhan, Tobias Meyer, Michael Vieth, Andreas Stallmach, Maximilian Waldner, Michael Schmitt, Jürgen Popp, Thomas Bocklitz:
Semantic Segmentation of Non-linear Multimodal Images for Disease Grading of Inflammatory Bowel Disease: A SegNet-based Application. ICPRAM 2019: 396-405 - [c2]Thomas Bocklitz:
Understanding of Non-linear Parametric Regression and Classification Models: A Taylor Series based Approach. ICPRAM 2019: 874-880 - 2016
- [c1]Oleg Ryabchykov, Anuradha Ramoji, Thomas Bocklitz, Martin Foerster, Stefan Hagel, Claus Kroegel, Michael Bauer, Ute Neugebauer, Jürgen Popp:
Leukocyte subtypes classification by means of image processing. FedCSIS 2016: 309-316
Coauthor Index
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