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Alexandros T. Tzallas

University of Ioannina

36H-index
250Paper Count
5.4KCitation Count
Published Papers 58
Publication Date
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The AHEPA EEG benchmark: setting the standard for machine learning in dementia diagnosis, a scoping review
errCognitive Neurodynamics
IF3.9
err2026-05-18
err0
errOAAI
errAndreas Miltiadous; Aimilia Ntetska; Vasileios Aspiotis; Efthalia Moustakli; Markos G. Tsipouras; Alexandros T. Tzallas; Nikolaos Giannakeas; Euripidis Glavas; Pantelis Angelidis; Katerina D. Tzimourta
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The exposome of brain aging across 34 countries
errNature Medicine
IF50
err2026-04-03
err0
PREAI
errAgustina Legaz; Sebastian Moguilner; Pablo Barttfeld; Jhosmary Cuadros Castro; Dante Sebastián Galván Rial; Joaquin Migeot; Francesca R. Farina; Raul Gonzalez-Gomez; Salomón Salazar-Londoño; Tiago de Souza Azzi; Sarael Alcauter; Lucia Amoruso; Renato Anghinah; May Bakr; María Isabel Behrens; Martin A. Bruno; Juan Felipe Cardona; Christopher Chen; Olivier Colliot; Nilton Custodio; Quentin d’Acremont; Stéphanie Debette; Patrycja Dzianok; Bahar Güntekin; Jordi Huguet; Cecilia Jarne; Marc Joliot; Elissaios Karageorgiou; Eman M. Khedr; Sheri-Michelle Koopowitz; Ewa Kublik; Jinkook Lee; Leon Aksman; Susanna Lopez; Paula Margaretic; Diana Matallana; Sophie Matis; Andreas Miltiadous; Gabriela Novotni; Patricio Orio; Mario A. Parra; Simone Reppermund; Elisa de Paula França Resende; Giovanni Abrahão Salum; Andrea Slachevsky; Ana Luisa Sosa Ortiz; Leonel Tadao Takada; An Qi Toh; Alexandros Tzallas; Wei Wen; Robert Whelan; Görsev Yener; Jonathan Adrián Zegarra Valdivia; Athanasia Alexoudi; Faheem Arshad; Haisam Atta; Jose Alberto Avila-Funes; Jasmin Bonilla Santos; Ricardo Bruña; Sandra Milena Castelblanco-Toro; Brenda Nadia Chino Vilca; Carlos Coronel-Oliveros; Fabrice Crivello; Josephine Cruzat; Damián Dellavale; Catherina Dhooge; Gaetano Di Caterina; Javier Escudero; Juan Manuel Esquivias Farias; Laz Ude Eze; Tavia E. Evans; Temitope Farombi; Alberto Fernández; Sol Fittipaldi; Florencia Portillo; Gonzalo Forno Martinic; Adolfo M. García; Indira Garcia-Cordero; Rahul Gaurav; Maria Eugenia Godoy; Cecilia Gonzalez Campo; Alfredis González Hernández; Lütfü Hanoğlu; Jessica L. Hazelton; Rubén Herzog; Burcin Ikiz; Alfred Kongnyu Njamnshi; Ramon Landin-Romero; María Eugenia López; Marcelo Adrián Maito; Vicente Medel; Juan Pablo Morales Sepúlveda; John Fredy Ochoa Gómez; Chukwuanugo Ogbuagu; Maira Okada de Oliveira; Mehmet Ozansoy; Javier Palma-Espinosa; Saima Hilal; Juan Helen Zhou; Stefanie Danielle Piña Escudero; Julie Kay Pitman; Pavel Prado; Diego Ramírez González; Pablo Reyes; Hernando Santamaría García; Johannes Schröder; Jacobo Diego Sitt; Radwa Kamel Soliman; Marcio Soto-Añari; Nithin Thanissery; Lucas Toshio Ito; Ami Tsuchida; Christophe Tzourio; Harun Yırıkoğulları; Jennifer S. Yokoyama; David Aguillon; Bruce Miller; Suvarna Alladi; Yang Jiang; Arcadi Navarro; Claudio Babiloni; David Huepe Artigas; Olivier Piguet; Pedro Antonio Valdes Sosa; Cyprian M. Mostert; Masoud Tahmasian; Peng Li; Kun Hu; Sarah Genon; Dan J. Stein; Fernando Maestú; Michela Pievani; Mohamed Salama; Henry Brodaty; Perminder S. Sachdev; Brian Lawlor; Harris A. Eyre; J. Jaime Miranda; Sandra Baez; Enzo Tagliazucchi; Claudia Duran-Aniotz; Hernan Hernandez; Agustin Ibanez
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A Preliminary Machine Learning Assessment of Oxidation-Reduction Potential and Classical Sperm Parameters as Predictors of Sperm DNA Fragmentation Index
errDNA
IF0
err2026-01-08
err1
errOAAI
errOikonomou, Emmanouil D.; Moustakli, Efthalia; Zikopoulos, Athanasios; Dafopoulos, Stefanos; Prapa, Ermioni; Gkountis, Antonis-Marios; Zachariou, Athanasios; Pantou, Agni; Giannakeas, Nikolaos; Pantos, Konstantinos; Tzallas, Alexandros T.; Dafopoulos, Konstantinos
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Constructing Artificial Features with Grammatical Evolution for the Motor Symptoms of Parkinson’s Disease
errBioengineering 2025, Vol. 12, Page 1318
IF3.7
err2025-12-02
err0
errOAAI
errAimilios Psathas; Ioannis G. Tsoulos; Nikolaos Giannakeas; Alexandros Tzallas; Vasileios Charilogis
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Measurement of collagen concentration throughout the intestinal layers using Deep Learning: implications in Inflammatory Bowel Disease (IBD)
errJOURNAL OF CROHNS & COLITIS
IF8.7
err2025-01-22
err0
PREAI
errTsounis, E.; Forlano, R.; Voulgaris, T.; Bosgana, P.; Tsakai, O.; Giannakeas, N.; Kalafateli, M.; Aggeletopoulou, I; Pastras, P.; Diamantopoulou, G.; Tsolias, C.; Melachrinou, M.; Thomopoulos, K.; Theocharis, G.; Tzallas, A.; Goldin, R.; Manousou, P.; Triantos, C.
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Cognitive patterns and neural correlates in acquired phonological dyslexia. A pilot study in Greek patients after traumatic and non-traumatic brain disorders
errAPPLIED NEUROPSYCHOLOGY-ADULT
IF1.5
err2024-10-14
err0
PREAI
errZakopoulou, Victoria; Magou, Labrini; Christodoulides, Pavlos; Anagnostou, Iliana-Parthenia; Tzallas, Alexandros; Kostadima, Vasiliki; Ploumis, Avraam
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errSave
Empowering Individuals With Disabilities: A 4-DoF BCI Wheelchair Using MI and EOG Signals
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errGlavas, Kosmas; Tzimourta, Katerina D.; Tzallas, Alexandros T.; Giannakeas, Nikolaos; Tsipouras, Markos G.
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errSave
Adapting the Parameters of RBF Networks Using Grammatical Evolution
errAI
IF5
err2023-12-11
err0
errOAAI
errTsoulos, Ioannis G.; Tzallas, Alexandros; Karvounis, Evangelos
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Modelling the COVID-19 pandemic: Focusing on the case of Greece
errEPIDEMICS
IF2.4
err2023-09-01
err1
errOAAI
errViolaris, Ioannis G.; Lampros, Theodoros; Kalafatakis, Konstantinos; Ntritsos, Georgios; Kostikas, Konstantinos; Giannakeas, Nikolaos; Tsipouras, Markos; Glavas, Evripidis; Tsalikakis, Dimitrios; Tzallas, Alexandros
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Performance and early drop prediction for higher education students using machine learning
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-09-01
err9
PREAI
errChristou, Vasileios; Tsoulos, Ioannis; Loupas, Vasileios; Tzallas, Alexandros T.; Gogos, Christos; Karvelis, Petros S.; Antoniadis, Nikolaos; Glavas, Evripidis; Giannakeas, Nikolaos
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Training Artificial Neural Networks Using a Global Optimization Method That Utilizes Neural Networks
errAI
IF5
err2023-07-20
err2
errOAAI
errTsoulos, Ioannis G.; Tzallas, Alexandros
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errSave
Scalable Consensus Over Finite Capacities in Multiagent IoT Ecosystems
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2023-04-15
err4
PREAI
errAnagnostakis, Aristidis G.; Naxakis, Charilaos; Giannakeas, Nikolaos; Tsipouras, Markos G.; Tzallas, Alexandros T.; Glavas, Euripidis
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errSave
Variant-Related Differences in Laboratory Biomarkers among Patients Affected with Alpha, Delta and Omicron: A Retrospective Whole Viral Genome Sequencing and Hospital-Setting Cohort Study
errBIOMEDICINES
IF3.9
err2023-04-10
err3
errOAAI
errMeletis, Georgios; Tychala, Areti; Ntritsos, Georgios; Verrou, Eleni; Savvidou, Filio; Dermitzakis, Iasonas; Chatzidimitriou, Anastasia; Gkeka, Ioanna; Fyntanidou, Barbara; Gkarmiri, Sofia; Tzallas, Alexandros T.; Protonotariou, Efthymia; Makedou, Kali; Tsalikakis, Dimitrios G.; Skoura, Lemonia
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An Improved Medical Image Compression Method Based on Wavelet Difference Reduction
errIEEE ACCESS
IF3.6
err2023-01-01
err9
errOAAI
errZerva, Matina C. H.; Christou, Vasileios; Giannakeas, Nikolaos; Tzallas, Alexandros T.; Kondi, Lisimachos P.
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errSave
Machine Learning Algorithms for Epilepsy Detection Based on Published EEG Databases: A Systematic Review
errIEEE ACCESS
IF3.6
err2023-01-01
err17
errOAAI
errMiltiadous, Andreas; Tzimourta, Katerina D.; Giannakeas, Nikolaos; Tsipouras, Markos G.; Glavas, Euripidis; Kalafatakis, Konstantinos; Tzallas, Alexandros T.
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errSave
DICE-Net: A Novel Convolution-Transformer Architecture for Alzheimer Detection in EEG Signals
errIEEE ACCESS
IF3.6
err2023-01-01
err43
errOAAI
errMiltiadous, Andreas; Gionanidis, Emmanouil; Tzimourta, Katerina D.; Giannakeas, Nikolaos; Tzallas, Alexandros T.
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errSave
Evaluating the Window Size's Role in Automatic EEG Epilepsy Detection
errSENSORS
IF3.5
err2022-11-27
err12
errOAAI
errChristou, Vasileios; Miltiadous, Andreas; Tsoulos, Ioannis; Karvounis, Evaggelos; Tzimourta, Katerina D.; Tsipouras, Markos G.; Anastasopoulos, Nikolaos; Tzallas, Alexandros T.; Giannakeas, Nikolaos
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errSave
Heterogeneous hybrid extreme learning machine for temperature sensor accuracy improvement
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-10-01
err4
PREAI
errChristou, Vasileios; Koritsoglou, Kyriakos; Ntritsos, Georgios; Tsoumanis, Georgios; Tsipouras, Markos G.; Giannakeas, Nikolaos; Glavas, Evripidis; Tzallas, Alexandros T.
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Assessing Electroencephalography as a Stress Indicator: A VR High-Altitude Scenario Monitored through EEG and ECG
errSENSORS
IF3.5
err2022-08-03
err21
errOAAI
errAspiotis, Vasileios; Miltiadous, Andreas; Kalafatakis, Konstantinos; Tzimourta, Katerina D.; Giannakeas, Nikolaos; Tsipouras, Markos G.; Peschos, Dimitrios; Glavas, Euripidis; Tzallas, Alexandros T.
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Classification of EEG signals from young adults with dyslexia combining a Brain Computer Interface device and an Interactive Linguistic Software Tool
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2022-07-01
err18
PREAI
errChristodoulides, Pavlos; Miltiadous, Andreas; Tzimourta, Katerina D.; Peschos, Dimitrios; Ntritsos, Georgios; Zakopoulou, Victoria; Giannakeas, Nikolaos; Astrakas, Loukas G.; Tsipouras, Markos G.; Tsamis, Konstantinos I.; Glavas, Euripidis; Tzallas, Alexandros T.
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Research Directions

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Co-authors
Cooperation Journals
D
Dan J. Stein
H-index: 249 · Papers: 4.2K
P
Perminder S. Sachdev
H-index: 147 · Papers: 1.8K
S
S. Goy López
H-index: 138 · Papers: 1.9K
H
Henry Brodaty
H-index: 126 · Papers: 1.4K
C
Christophe Tzourio
H-index: 124 · Papers: 794
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