Predicting single-cell gene expression profiles of imaging flow cytometry data with machine learning

por Chlis, Nikolaos-Kosmas, Rausch, Lisa, Brocker, Thomas, Kranich, Jan, Theis, Fabian J
Publicado 2020

A sparse deep learning approach for automatic segmentation of human vasculature in multispectral optoacoustic tomography

por Chlis, Nikolaos-Kosmas, Karlas, Angelos, Fasoula, Nikolina-Alexia, Kallmayer, Michael, Eckstein, Hans-Henning, Theis, Fabian J., Ntziachristos, Vasilis, Marr, Carsten
Publicado 2020

Explainable machine learning for profiling the immunological synapse and functional characterization of therapeutic antibodies

por Shetab Boushehri, Sayedali, Essig, Katharina, Chlis, Nikolaos-Kosmas, Herter, Sylvia, Bacac, Marina, Theis, Fabian J., Glasmacher, Elke, Marr, Carsten, Schmich, Fabian
Publicado 2023

In vivo identification of apoptotic and extracellular vesicle-bound live cells using image-based deep learning

por Kranich, Jan, Chlis, Nikolaos-Kosmas, Rausch, Lisa, Latha, Ashretha, Schifferer, Martina, Kurz, Tilman, Foltyn-Arfa Kia, Agnieszka, Simons, Mikael, Theis, Fabian J., Brocker, Thomas
Publicado 2020