Thomas Bocklitz

According to our database, Thomas Bocklitz authored at least 11 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

MMIR: an open-source software for the registration of multimodal histological images.

Rodrigo Escobar Díaz Guerrero, José Luís Oliveira, Jürgen Popp, Thomas Bocklitz

BMC Medical Informatics Decis. Mak., December, 2024

A Systematic Investigation of Image Pre-Processing on Image Classification.

Pegah Dehbozorgi, Oleg Ryabchykov, Thomas Bocklitz

IEEE Access, 2024

Sample Size Estimation of Transfer Learning for Colorectal Cancer Detection.

Ruihao Luo, Shuxia Guo, Thomas Bocklitz

Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

2023

Agnostic eXplainable Artificial Intelligence (XAI) Method Based on Volterra Series.

Jhonatan Contreras, Thomas Bocklitz

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

A Multimodal Image Registration System for Histology Images.

Rodrigo Escobar Díaz Guerrero, Yubraj Gupta, Thomas Bocklitz, José Luís Oliveira

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2021

Data Fusion of Histological and Immunohistochemical Image Data for Breast Cancer Diagnostics using Transfer Learning.

Pranita Pradhan, Katharina Köhler, Shuxia Guo, Olga Rosin, Jürgen Popp, Axel Niendorf, Thomas Bocklitz

Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021

2020

Predictive Modeling of Antibiotic Susceptibility in E. Coli Strains Using the U-Net Network and One-Class Classification.

Nairveen Ali, Johanna Kirchhoff, Patrick Igoche Onoja, Astrid Tannert, Ute Neugebauer, Jürgen Popp, Thomas Bocklitz

IEEE Access, 2020

2019

Semantic Segmentation of Non-linear Multimodal Images for Disease Grading of Inflammatory Bowel Disease: A SegNet-based Application.

Pranita Pradhan, Tobias Meyer, Michael Vieth, Andreas Stallmach, Maximilian Waldner, Michael Schmitt, Jürgen Popp, Thomas Bocklitz

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

Understanding of Non-linear Parametric Regression and Classification Models: A Taylor Series based Approach.

Thomas Bocklitz

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

2016

Leukocyte subtypes classification by means of image processing.

Oleg Ryabchykov, Anuradha Ramoji, Thomas Bocklitz, Martin Foerster, Stefan Hagel, Claus Kroegel, Michael Bauer, Ute Neugebauer, Jürgen Popp

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

2014

Raman-Spectroscopy Based Cell Identification on a Microhole Array Chip.

Ute Neugebauer, Christian M. Kurz, Thomas Bocklitz, Tina Berger, Thomas Velten, Joachim H. Clement, Christoph Krafft, Jürgen Popp

Micromachines, 2014