Nikos Giannakeas

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Citations	2194	1972
h-index	27	24
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Alexandros T. TzallasAssociate Professor, Department of Informatics & Telecommunications, University of Ioannina, GreeceVerified email at uoi.gr
Markos G. TsipourasProfessor, Dept. of Electrical & Computer Engineering, Univ. of Western MacedoniaVerified email at uowm.gr
Katerina D. TzimourtaPostDoctoral Researcher, Dept. of Electrical & Computer Eng., University of Western MacedoniaVerified email at uowm.gr
E GlavasProfessor, Department of Informatics & Telecommunications, University of Ioannina, GreeceVerified email at uoi.gr
Pinelopi ManousouConsultant at Imperial College Healthcare NHS Trust and Hon Associate Professor at ILDH, UCLVerified email at IMPERIAL.AC.UK
Roberta Forlano, MD, PhDHonorary Clinical Lecturer and Consultant Hepatologist, Imperial College LondonVerified email at imperial.ac.uk
Vasileios ChristouUniversity of IoanninaVerified email at uoi.gr
Dimitrios G. TsalikakisAssistant Prof, Dep. of Electrical & Computer Engineering, University of Western Macedonia, GreeceVerified email at uowm.gr
DI FotiadisUnit of Medical Technology and Intelligent Information Systems, University of Ioannina & FORTHVerified email at cc.uoi.gr
Loukas G. AstrakasMedical Physics, University of IoanninaVerified email at uoi.gr
Konstantinos KalafatakisAssistant Professor (UK Lecturer) in Medical NeurosciencesVerified email at qmul.ac.uk
Andreas MiltiadousDept Of Informatics and Telecommunications, University of IoanninaVerified email at uoi.gr
Georgios NtritsosLecturer & Post-Doctoral Research Fellow at University of IoanninaVerified email at uoi.gr
Mark ThurszProfessor of Hepatology, Imperial CollegeVerified email at imperial.ac.uk
Alexandros Bantaloukas-ArjmandUniversity of IoanninaVerified email at uoi.gr
Themis ExarchosDept. of Informatics, Ionian UniversityVerified email at ionio.gr
Fanis KalatzisUniversity of Ioannina, The Unit of Medical Technology and Intelligent Information SystemsVerified email at uoi.gr
Petros KarvelisAssistant Professor, Department of Informatics & Telecommunications, University of Ioannina, GreeceVerified email at uoi.gr

Nikos Giannakeas

Department of Informatics and Telecommunications, University of Ioannina, Greece

Verified email at uoi.gr

Image & Signal Processing Machine Learning Biomedical Engineering Bioinformatics


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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	125	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	117	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	93	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	74	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	70	2019
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
EEG-based automatic sleep stage classification KD Tzimourta, A Tsilimbaris, K Tzioukalia, AT Tzallas, MG Tsipouras, ... Biomed J 1 (6), 2018	68	2018
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	64	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	62	2019
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	56	2020
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
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	51	2009
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	50	2023
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	50	2023
Quantification of liver fibrosis—A comparative study A Arjmand, MG Tsipouras, AT Tzallas, R Forlano, P Manousou, ... Applied Sciences 10 (2), 447, 2020	45	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	44	2019
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
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	41	2015
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
Wavelet based classification of epileptic seizures in EEG signals KD Tzimourta, LG Astrakas, MG Tsipouras, N Giannakeas, AT Tzallas, ... 2017 IEEE 30th International Symposium on Computer-Based Medical Systems …, 2017	38	2017

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