Παρακολούθηση
Nikolaos-Kosmas Chlis
Nikolaos-Kosmas Chlis
Roche Pharma Research and Early Development
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα roche.com - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
A Sparse Deep Learning Approach for Automatic Segmentation of Human Vasculature in Multispectral Optoacoustic Tomography
NK Chlis, A Karlas, NA Fasoula, M Kallmayer, HH Eckstein, FJ Theis, ...
bioRxiv, 833251, 2019
382019
In vivo identification of apoptotic and extracellular vesicle-bound live cells using image-based deep learning
J Kranich, NK Chlis, L Rausch, A Latha, M Schifferer, T Kurz, ...
Journal of extracellular vesicles 9 (1), 1792683, 2020
272020
Introducing a stable bootstrap validation framework for reliable genomic signature extraction
NK Chlis, ES Bei, M Zervakis
IEEE/ACM Transactions on Computational Biology and Bioinformatics 15 (1 …, 2016
222016
Model-based branching point detection in single-cell data by K-branches clustering
NK Chlis, FA Wolf, FJ Theis
Bioinformatics 33 (20), 3211-3219, 2017
192017
Predicting single-cell gene expression profiles of imaging flow cytometry data with machine learning
NK Chlis, L Rausch, T Brocker, J Kranich, FJ Theis
Nucleic Acids Research 48 (20), 11335-11346, 2020
172020
Dermal features derived from optoacoustic tomograms via machine learning correlate microangiopathy phenotypes with diabetes stage
A Karlas, N Katsouli, NA Fasoula, M Bariotakis, NK Chlis, M Omar, H He, ...
Nature Biomedical Engineering 7 (12), 1667-1682, 2023
152023
Explainable machine learning for profiling the immunological synapse and functional characterization of therapeutic antibodies
S Shetab Boushehri, K Essig, NK Chlis, S Herter, M Bacac, FJ Theis, ...
Nature Communications 14 (1), 7888, 2023
72023
Comparison of statistical methods for genomic signature extraction
NK Chlis
Tech. Univ. Crete, Chania, Greece, Tech. Rep, 2013
62013
A generic framework for the elicitation of stable and reliable gene expression signatures
NK Chlis, S Sfakianakis, ES Bei, M Zervakis
13th IEEE International Conference on BioInformatics and BioEngineering, 1-6, 2013
52013
Machine learning methods for genomic signature extraction
N Chlis
Technical University of Crete, School of Electronic and Computer Engineering …, 2015
32015
Searching For Significant Genes In Cancer Metastasis By Tissue Comparisons
NK Chlis, S Sfakianakis, ES Bei, D Iliopoulou, D Kafetzopoulos, ...
6th European Conference of the International Federation for Medical and …, 2015
32015
Extracting reliable gene expression signatures through stable bootstrap validation
NK Chlis, ES Bei, K Moirogiorgou, M Zervakis
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
22015
scifAI: Explainable machine learning for profiling the immunological synapse and functional characterization of therapeutic antibodies
SS Boushehri, K Essig, NK Chlis, S Herter, M Bacac, FJ Theis, ...
bioRxiv, 2022.10. 24.513494, 2022
12022
From RNA-sequencing to imaging flow cytometry: Profiling large single-cell datasets with machine learning
NK Chlis
Technische Universität München, 2020
2020
Analysis of EV-decorated CD8+ T cells during viral infection
L Rausch, J Kranich, NK Chlis, M Schifferer, M Simons, F Theis, T Brocker
EUROPEAN JOURNAL OF IMMUNOLOGY 49, 88-88, 2019
2019
Activated CD8+ T cells extensively bind extracellular vesicles during acute viral infections
J Kranich, NK Chlis, L Rausch, A Latha, M Schifferer, T Kurz, A Kia, ...
EUROPEAN JOURNAL OF IMMUNOLOGY 49, 43-43, 2019
2019
Supplementary Materials for Model-based branching point detection in single-cell data by K-Branches clustering
NK Chlis, FA Wolf, FJ Theis
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