Concepedia

Nikolaos‐Kosmas Chlis

NC

6

Publications

172

Citations

6

H-Index

2016

Active since

Affiliations

Helmholtz Zentrum München(Current)

Technical University of Munich

Roche Pharma AG (Germany)

Roche (Switzerland)

Institute of Biological and Medical Imaging

Nikolaos‐Kosmas Chlis is an author at Helmholtz Zentrum München specializing in biostatistics, engineering, and medicine.

Top concepts

MedicineEngineeringBiostatisticsBioinformaticsSystems BiologyFunctional GenomicsComputational BiologyMedical Image ComputingOmicsDiabetes

Publications per year

2016–2023

6

Publications

6

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

Nikolaos‐Kosmas Chlis, Angelos Karlas, Nikolina‐Alexia Fasoula et al. · Photoacoustics · 2020 · 37 citations · Full text

<i>In vivo</i> identification of apoptotic and extracellular vesicle‐bound live cells using image‐based deep learning

Jan Kranich, Nikolaos‐Kosmas Chlis, Lisa Rausch et al. · Journal of Extracellular Vesicles · 2020 · 34 citations · Full text

Dermal features derived from optoacoustic tomograms via machine learning correlate microangiopathy phenotypes with diabetes stage

Angelos Karlas, Nikoletta Katsouli, Nikolina‐Alexia Fasoula et al. · Nature Biomedical Engineering · 2023 · 32 citations · Full text

Engineering, Diagnosis, Biomedical Engineering +19

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

Nikolaos‐Kosmas Chlis, Lisa Rausch, Thomas Brocker et al. · Nucleic Acids Research · 2020 · 27 citations · Full text

Engineering, Machine Learning, Spatial Omics +21

Introducing a Stable Bootstrap Validation Framework for Reliable Genomic Signature Extraction

Nikolaos‐Kosmas Chlis, Ekaterini S. Bei, Michalis Zervakis · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2016 · 23 citations

Engineering, Genetics, Genetic Epidemiology +23

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