A feasible machine learning framework for diagnosing stroke patients versus mimic conditions incorporating extracellular vesicle characterization and EHR features fusion
Year: 2025
Type: article
Language: en
Topic: Extracellular vesicles in disease
Authors and affiliations:
raw_author_name: Vasileios E. Katsigiannis
raw_affiliation_strings: Biomedical Engineering Laboratory, Institute of Communication and Computer Systems, Patission 42, 10682, Athens, Greece
Biomedical Engineering Laboratory, National Technical University of Athens, 9, Iroon Polytechniou Str, Zografos, 15773, Athens, Greece
raw_author_name: Ioannis Kakkos
raw_affiliation_strings: Biomedical Engineering Laboratory, Institute of Communication and Computer Systems, Patission 42, 10682, Athens, Greece
Biomedical Engineering Laboratory, National Technical University of Athens, 9, Iroon Polytechniou Str, Zografos, 15773, Athens, Greece
raw_author_name: Stavros Theofanis Miloulis
raw_affiliation_strings: Biomedical Engineering Laboratory, Institute of Communication and Computer Systems, Patission 42, 10682, Athens, Greece
Biomedical Engineering Laboratory, National Technical University of Athens, 9, Iroon Polytechniou Str, Zografos, 15773, Athens, Greece
raw_author_name: Ioannis A. Vezakis
raw_affiliation_strings: Biomedical Engineering Laboratory, Institute of Communication and Computer Systems, Patission 42, 10682, Athens, Greece
Biomedical Engineering Laboratory, National Technical University of Athens, 9, Iroon Polytechniou Str, Zografos, 15773, Athens, Greece
raw_author_name: Ourania Petropoulou
raw_affiliation_strings: Biomedical Engineering Laboratory, Institute of Communication and Computer Systems, Patission 42, 10682, Athens, Greece
Biomedical Engineering Laboratory, National Technical University of Athens, 9, Iroon Polytechniou Str, Zografos, 15773, Athens, Greece
raw_author_name: Joyce Rops
raw_affiliation_strings: Biomedical Engineering & Physics, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, Netherlands
Department of Neurology, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, Netherlands
Laboratory of Experimental Clinical Chemistry and Amsterdam Vesicle Center, Laboratory Specialized Diagnostics & Research, Department of Laboratory Medicine, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, Netherlands
raw_author_name: Naomi C. Buntsma
raw_affiliation_strings: Biomedical Engineering & Physics, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, Netherlands
Department of Neurology, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, Netherlands
Laboratory of Experimental Clinical Chemistry and Amsterdam Vesicle Center, Laboratory Specialized Diagnostics & Research, Department of Laboratory Medicine, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, Netherlands
raw_author_name: Edwin van der Pol
raw_affiliation_strings: Biomedical Engineering & Physics, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, Netherlands
Laboratory of Experimental Clinical Chemistry and Amsterdam Vesicle Center, Laboratory Specialized Diagnostics & Research, Department of Laboratory Medicine, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, Netherlands
raw_author_name: Dimitrios I. Fotiadis
raw_affiliation_strings: Unit of Medical Technology and Intelligent Information Systems, Dept. of Materials Science and Engineering, University of Ioannina, Ioannina, Greece
raw_author_name: George K. Matsopoulos
raw_affiliation_strings: Biomedical Engineering Laboratory, Institute of Communication and Computer Systems, Patission 42, 10682, Athens, Greece
Biomedical Engineering Laboratory, National Technical University of Athens, 9, Iroon Polytechniou Str, Zografos, 15773, Athens, Greece