Thomas Bocklitz

25 papers B 1C 6Journal 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Denoising and Baseline Correction of Low-Scan FTIR Spectra: A Benchmark of Deep Learning Models Against Traditional Signal Processing. CoRR Azadeh Mokari, Shravan Raghunathan, Artem Shydliukh, Oleg Ryabchykov, Christoph Krafft, Thomas Bocklitz
2025	J	`jnl`	A comparative study of statistical, radiomics, and deep learning feature extraction techniques for medical image classification in optical and radiological modalities. Comput. Biol. Medicine Pegah Dehbozorgi, Oleg Ryabchykov, Thomas Bocklitz
2025	J	`jnl`	Adapting Image-Based Models for 1D Data via Spider Plot Transformation and Transfer Learning. Adv. Intell. Syst. Azadeh Mokari, Oleg Ryabchykov, Thomas Bocklitz
2025	J	`jnl`	ChemRxivQuest: A Curated Chemistry Question-Answer Database Extracted from ChemRxiv Preprints. CoRR Mahmoud Amiri, Thomas Bocklitz
2025	J	`jnl`	Chunk Twice, Embed Once: A Systematic Study of Segmentation and Representation Trade-offs in Chemistry-Aware Retrieval-Augmented Generation. CoRR Mahmoud Amiri, Thomas Bocklitz
2025	J	`jnl`	GFSR-Net: Guided Focus via Segment-Wise Relevance Network for Interpretable Deep Learning in Medical Imaging. CoRR Jhonatan Contreras, Thomas Bocklitz
2025	J	`jnl`	Inverse Modeling for Artifact Removal in Photonic Data: A Computational Physics and Transfer Learning-Based Approach. J. Chem. Inf. Model. Ravi Teja Vulchi, Volodymyr Morgunov, Julian Hniopek, Oleg Ryabchykov, Thomas Bocklitz
2025	J	`jnl`	LEO: An Open-Source Platform for Linking OMERO with Lab Notebooks and Heterogeneous Metadata Sources. CoRR Rodrigo Escobar Díaz Guerrero, Jamile Mohammad Jafari, Tobias Meyer-Zedler, Michael Schmitt, Jürgen Popp, Thomas Bocklitz
2025	J	`jnl`	Lightweight CycleGAN Models for Cross-Modality Image Transformation and Experimental Quality Assessment in Fluorescence Microscopy. CoRR Mohammad Soltaninezhad, Yashar Rouzbahani, Jhonatan Contreras, Rohan Chippalkatti, Daniel Kwaku Abankwa, Christian Eggeling, Thomas Bocklitz
2025	J	`jnl`	Machine Learning-Based Estimation of Experimental Artifacts and Image Quality in Fluorescence Microscopy. Adv. Intell. Syst. Elena Corbetta, Thomas Bocklitz
2025	J	`jnl`	Systematic Evaluation of Preprocessing Techniques for Accurate Image Registration in Digital Pathology. CoRR Fatemehzahra Darzi, Rodrigo Escobar Díaz Guerrero, Thomas Bocklitz
2025	J	`jnl`	Transfer-Learning Deep Raman Models Using Semiempirical Quantum Chemistry. J. Chem. Inf. Model. Jawad Kamran, Julian Hniopek, Thomas Bocklitz
2025	J	`jnl`	μDeepIQA: deep learning-based fast and robust image quality assessment with local predictions for optical microscopy. CoRR Elena Corbetta, Thomas Bocklitz
2024	J	`jnl`	A Data Augmentation Methodology to Reduce the Class Imbalance in Histopathology Images. J. Imaging Inform. Medicine Rodrigo Escobar Díaz Guerrero, Lina Carvalho, Thomas Bocklitz, Jürgen Popp, José Luís Oliveira
2024	J	`jnl`	A Systematic Investigation of Image Pre-Processing on Image Classification. IEEE Access Pegah Dehbozorgi, Oleg Ryabchykov, Thomas Bocklitz
2024	J	`jnl`	MMIR: an open-source software for the registration of multimodal histological images. BMC Medical Informatics Decis. Mak. Rodrigo Escobar Díaz Guerrero, José Luís Oliveira, Jürgen Popp, Thomas Bocklitz
2024	C	`conf`	Sample Size Estimation of Transfer Learning for Colorectal Cancer Detection. ICPRAM Ruihao Luo, Shuxia Guo, Thomas Bocklitz
2023	B	`conf`	A Multimodal Image Registration System for Histology Images. CBMS Rodrigo Escobar Díaz Guerrero, Yubraj Gupta, Thomas Bocklitz, José Luís Oliveira
2023	C	`conf`	Agnostic eXplainable Artificial Intelligence (XAI) Method Based on Volterra Series. ICPRAM Jhonatan Contreras, Thomas Bocklitz
2021	C	`conf`	Data Fusion of Histological and Immunohistochemical Image Data for Breast Cancer Diagnostics using Transfer Learning. ICPRAM Pranita Pradhan, Katharina Köhler, Shuxia Guo, Olga Rosin, Jürgen Popp, Axel Niendorf, Thomas Bocklitz
2020	J	`jnl`	Predictive Modeling of Antibiotic Susceptibility in E. Coli Strains Using the U-Net Network and One-Class Classification. IEEE Access Nairveen Ali, Johanna Kirchhoff, Patrick Igoche Onoja, Astrid Tannert, Ute Neugebauer, Jürgen Popp, Thomas Bocklitz
2019	C	`conf`	Semantic Segmentation of Non-linear Multimodal Images for Disease Grading of Inflammatory Bowel Disease: A SegNet-based Application. ICPRAM Pranita Pradhan, Tobias Meyer, Michael Vieth, Andreas Stallmach, Maximilian Waldner, Michael Schmitt, Jürgen Popp, Thomas Bocklitz
2019	C	`conf`	Understanding of Non-linear Parametric Regression and Classification Models: A Taylor Series based Approach. ICPRAM Thomas Bocklitz
2016	C	`conf`	Leukocyte subtypes classification by means of image processing. FedCSIS Oleg Ryabchykov, Anuradha Ramoji, Thomas Bocklitz, Martin Foerster, Stefan Hagel, Claus Kroegel, Michael Bauer, Ute Neugebauer, Jürgen Popp
2014	J	`jnl`	Raman-Spectroscopy Based Cell Identification on a Microhole Array Chip. Micromachines Ute Neugebauer, Christian M. Kurz, Thomas Bocklitz, Tina Berger, Thomas Velten, Joachim H. Clement, Christoph Krafft, Jürgen Popp