Nikos Giannakeas

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Coauteurs

Alexandros T. TzallasAssociate Professor, Department of Informatics & Telecommunications, University of Ioannina, GreeceAdresse e-mail validée de uoi.gr
Markos G. TsipourasProfessor, Dept. of Electrical & Computer Engineering, Univ. of Western MacedoniaAdresse e-mail validée de uowm.gr
Katerina D. TzimourtaPostDoctoral Researcher, Dept. of Electrical & Computer Eng., University of Western MacedoniaAdresse e-mail validée de uowm.gr
E GlavasProfessor, Department of Informatics & Telecommunications, University of Ioannina, GreeceAdresse e-mail validée de uoi.gr
Pinelopi ManousouConsultant at Imperial College Healthcare NHS Trust and Hon Associate Professor at ILDH, UCLAdresse e-mail validée de IMPERIAL.AC.UK
Roberta Forlano, MD, PhDHonorary Clinical Lecturer and Consultant Hepatologist, Imperial College LondonAdresse e-mail validée de imperial.ac.uk
Vasileios ChristouUniversity of IoanninaAdresse e-mail validée de uoi.gr
Dimitrios G. TsalikakisAssistant Prof, Dep. of Electrical & Computer Engineering, University of Western Macedonia, GreeceAdresse e-mail validée de uowm.gr
DI FotiadisUnit of Medical Technology and Intelligent Information Systems, University of Ioannina & FORTHAdresse e-mail validée de cc.uoi.gr
Loukas G. AstrakasMedical Physics, University of IoanninaAdresse e-mail validée de uoi.gr
Andreas MiltiadousDept Of Informatics and Telecommunications, University of IoanninaAdresse e-mail validée de uoi.gr
Konstantinos KalafatakisResident Neurologist & Visiting Associate Professor of Biomedical SciencesAdresse e-mail validée de uoi.gr
Georgios NtritsosLecturer & Post-Doctoral Research Fellow at University of IoanninaAdresse e-mail validée de uoi.gr
Mark ThurszProfessor of Hepatology, Imperial CollegeAdresse e-mail validée de imperial.ac.uk
Alexandros Bantaloukas-ArjmandUniversity of IoanninaAdresse e-mail validée de uoi.gr
Themis ExarchosDept. of Informatics, Ionian UniversityAdresse e-mail validée de ionio.gr
Fanis KalatzisUniversity of Ioannina, The Unit of Medical Technology and Intelligent Information SystemsAdresse e-mail validée de uoi.gr
Petros KarvelisAssistant Professor, Department of Informatics & Telecommunications, University of Ioannina, GreeceAdresse e-mail validée de uoi.gr

Suivre

Nikos Giannakeas

Department of Informatics and Telecommunications, University of Ioannina, Greece

Adresse e-mail validée de uoi.gr

Image & Signal Processing Machine Learning Biomedical Engineering Bioinformatics


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
High-throughput, machine learning–based quantification of steatosis, inflammation, ballooning, and fibrosis in biopsies from patients with nonalcoholic fatty liver disease R Forlano, BH Mullish, N Giannakeas, JB Maurice, N Angkathunyakul, ... Clinical Gastroenterology and Hepatology 18 (9), 2081-2090. e9, 2020	131	2020
A robust methodology for classification of epileptic seizures in EEG signals KD Tzimourta, AT Tzallas, N Giannakeas, LG Astrakas, DG Tsalikakis, ... Health and Technology 9, 135-142, 2019	120	2019
Alzheimer’s disease and frontotemporal dementia: A robust classification method of EEG signals and a comparison of validation methods A Miltiadous, KD Tzimourta, N Giannakeas, MG Tsipouras, T Afrantou, ... Diagnostics 11 (8), 1437, 2021	114	2021
Deep learning on histopathological images for colorectal cancer diagnosis: a systematic review A Davri, E Birbas, T Kanavos, G Ntritsos, N Giannakeas, AT Tzallas, ... Diagnostics 12 (4), 837, 2022	82	2022
EEG window length evaluation for the detection of Alzheimer’s disease over different brain regions KD Tzimourta, N Giannakeas, AT Tzallas, LG Astrakas, T Afrantou, ... Brain sciences 9 (4), 81, 2019	74	2019
EEG-based automatic sleep stage classification KD Tzimourta, A Tsilimbaris, K Tzioukalia, AT Tzallas, MG Tsipouras, ... Biomed J 1 (6), 2018	73	2018
Epileptic seizures classification based on long-term EEG signal wavelet analysis KD Tzimourta, AT Tzallas, N Giannakeas, LG Astrakas, DG Tsalikakis, ... Precision Medicine Powered by pHealth and Connected Health: ICBHI 2017 …, 2018	70	2018
A dataset of scalp EEG recordings of Alzheimer’s disease, frontotemporal dementia and healthy subjects from routine EEG A Miltiadous, KD Tzimourta, T Afrantou, P Ioannidis, N Grigoriadis, ... Data 8 (6), 95, 2023	69	2023
EEG-based eye movement recognition using brain–computer interface and random forests E Antoniou, P Bozios, V Christou, KD Tzimourta, K Kalafatakis, ... Sensors 21 (7), 2339, 2021	66	2021
Analysis of electroencephalographic signals complexity regarding Alzheimer's Disease KD Tzimourta, T Afrantou, P Ioannidis, M Karatzikou, AT Tzallas, ... Computers & Electrical Engineering 76, 198-212, 2019	63	2019
DICE-net: a novel convolution-transformer architecture for Alzheimer detection in EEG signals A Miltiadous, E Gionanidis, KD Tzimourta, N Giannakeas, AT Tzallas IEEE Access, 2023	61	2023
Machine Learning Algorithms and Statistical Approaches for Alzheimer's Disease Analysis based on resting-state EEG Recordings: A Systematic Review KD Tzimourta, V Christou, AT Tzallas, N Giannakeas, LG Astrakas, ... International Journal of Neural Systems, 2020	60	2020
An automated method for gridding and clustering-based segmentation of cDNA microarray images N Giannakeas, DI Fotiadis Computerized Medical Imaging and Graphics 33 (1), 40-49, 2009	52	2009
Continuous non-invasive glucose monitoring via contact lenses: Current approaches and future perspectives D Bamgboje, I Christoulakis, I Smanis, G Chavan, R Shah, M Malekzadeh, ... Biosensors 11 (6), 189, 2021	51	2021
Quantification of liver fibrosis—A comparative study A Arjmand, MG Tsipouras, AT Tzallas, R Forlano, P Manousou, ... Applied Sciences 10 (2), 447, 2020	49	2020
A low-cost indoor activity monitoring system for detecting frailty in older adults T Tegou, I Kalamaras, M Tsipouras, N Giannakeas, K Votis, D Tzovaras Sensors 19 (3), 452, 2019	45	2019
A clustering based method for collagen proportional area extraction in liver biopsy images N Giannakeas, MG Tsipouras, AT Tzallas, K Kyriakidi, ZE Tsianou, ... 2015 37th Annual International Conference of the IEEE Engineering in …, 2015	43	2015
Derivation and validation of a cardiovascular risk score for prediction of major acute cardiovascular events in non‐alcoholic fatty liver disease; the importance of an elevated … RD Abeles, BH Mullish, R Forlano, T Kimhofer, M Adler, A Tzallas, ... Alimentary pharmacology & therapeutics 49 (8), 1077-1085, 2019	41	2019
Segmentation of microarray images using pixel classification—Comparison with clustering-based methods N Giannakeas, PS Karvelis, TP Exarchos, FG Kalatzis, DI Fotiadis Computers in biology and medicine 43 (6), 705-716, 2013	40	2013
Deep learning for lung cancer diagnosis, prognosis and prediction using histological and cytological images: a systematic review A Davri, E Birbas, T Kanavos, G Ntritsos, N Giannakeas, AT Tzallas, ... Cancers 15 (15), 3981, 2023	38	2023

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