4 papers
Transformer-Based Classification of Bacterial Raman Spectra with LOOCV
Jamile Mohammad Jafari, Thomas Bocklitz
Transformer-based models have recently attracted increasing attention for Raman spectral classification. In this study, a transformer-based approach was systematically evaluated us…
LEO: An Open-Source Platform for Linking OMERO with Lab Notebooks and Heterogeneous Metadata Sources
Rodrigo Escobar DÃaz Guerrero, Jamile Mohammad Jafari, Tobias Meyer-Zedler +3
In the interdisciplinary field of microscopy research, managing and integrating large volumes of data stored across disparate platforms remains a major challenge. Data types such a…
Multi-Marker Similarity enables reduced-reference and interpretable image quality assessment in optical microscopy
Elena Corbetta, Thomas Bocklitz
Optical microscopy contributes to the ever-increasing progress in biological and biomedical studies, as it allows the implementation of minimally invasive experimental pipelines to…
Nonlinear Inference Capacity of Fiber-Optical Extreme Learning Machines
Sobhi Saeed, Mehmet Müftüoglu, Glitta R. Cheeran +3
The intrinsic complexity of nonlinear optical phenomena offers a fundamentally new resource to analog brain-inspired computing, with the potential to address the pressing energy re…