Theo dõi
Nikos Giannakeas
Nikos Giannakeas
Department of Informatics and Telecommunications, University of Ioannina, Greece
Email được xác minh tại uoi.gr
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
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
1322020
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
1172019
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
1122021
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
812022
EEG-based automatic sleep stage classification
KD Tzimourta, A Tsilimbaris, K Tzioukalia, AT Tzallas, MG Tsipouras, ...
Biomed J 1 (6), 2018
762018
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
742023
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
712019
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
692018
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
662021
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 11, 71840-71858, 2023
652023
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
602020
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
572019
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
522021
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
522009
Quantification of liver fibrosis—A comparative study
A Arjmand, MG Tsipouras, AT Tzallas, R Forlano, P Manousou, ...
Applied Sciences 10 (2), 447, 2020
502020
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
452019
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
422015
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
412019
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
402023
A dataset of EEG recordings from: Alzheimer’s disease, Frontotemporal dementia and Healthy subjects
A Miltiadous, KD Tzimourta, T Afrantou, P Ioannidis, N Grigoriadis, ...
OpenNeuro 1, 88, 2023
402023
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