Thomas Bocklitz

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 10

Top Topics

Transfer Learning

Semantic Segmentation

Progressive Sampling

Cancer Detection

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

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) (2024)
Pegah Dehbozorgi, Oleg Ryabchykov, Thomas Bocklitz
A Systematic Investigation of Image Pre-Processing on Image Classification. IEEE Access 12 (2024)
Ruihao Luo, Shuxia Guo, Thomas Bocklitz
Sample Size Estimation of Transfer Learning for Colorectal Cancer Detection. ICPRAM (2024)
Jhonatan Contreras, Thomas Bocklitz
Agnostic eXplainable Artificial Intelligence (XAI) Method Based on Volterra Series. ICPRAM (2023)
Rodrigo Escobar Díaz Guerrero, Yubraj Gupta, Thomas Bocklitz, José Luís Oliveira
A Multimodal Image Registration System for Histology Images. CBMS (2023)
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)
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 (2020)
Thomas Bocklitz
Understanding of Non-linear Parametric Regression and Classification Models: A Taylor Series based Approach. ICPRAM (2019)
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)
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)
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) (2014)