Michalis E. Zervakis

144 papers B 6C 28Misc 3Journal 47Unranked 57

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Position Paper: Artificial Intelligence in Medical Image Analysis: Advances, Clinical Translation, and Emerging Frontiers. IEEE J. Biomed. Health Informatics Andreas S. Panayides, Hao Chen, Nenad D. Filipovic, Tijana Geroski, Junlin Hou, Karim Lekadir, Kostas Marias, George K. Matsopoulos, Giorgos Papanastasiou, Pinaki Sarder, Georgia D. Tourassi, Sotirios A. Tsaftaris, Huazhu Fu, Efthyvoulos C. Kyriacou, Christos P. Loizou, Michalis E. Zervakis, Joel H. Saltz, Farah E. Shamout, Ken C. L. Wong, Jianhua Yao, Amir A. Amini, Dimitrios I. Fotiadis, Constantinos S. Pattichis, Marios S. Pattichis
2025	—	`conf`	Automated Mosaic Tesserae Segmentation via Deep Learning Techniques. IST Charilaos Kapelonis, Marios Antonakakis, Konstantinos Politof, Aristomenis Antoniadis, Michalis E. Zervakis
2025	J	`jnl`	Automated Mosaic Tesserae Segmentation via Deep Learning Techniques. CoRR Charilaos Kapelonis, Marios Antonakakis, Konstantinos Politof, Aristomenis Antoniadis, Michalis E. Zervakis
2025	—	`conf`	Detecting Mild Traumatic Brain Injuries on Magnetoencephalography using Graph Convolutional Networks and Phase Synchronization. MeMeA Sotiris Kavvouras, Marios Antonakakis, Konstantinos Politof, Stavros I. Dimitriadis, Andrew C. Papanicolaou, Michalis E. Zervakis, George Zouridakis
2025	—	`conf`	EEGCA-Net: Channel-Attention Framework with Subject-Wise Fine-Tuning for Motor Imagery Classification. MeMeA Unnati Chaurasia, Himanshu Kumar Pathak, Koushlendra Kumar Singh, Marios Antonakakis, Michalis E. Zervakis
2025	C	`conf`	Emotional State Alterations in Immersive Projection Environments: An Eeg Study. BIBE Christina Chatzianagnostou, Alexandra Tsipourakis, Klea Biniakou, Jesús Poza Crespo, Carlos Gómez Peña, Konstantinos-Alketas Oungrinis, Michalis E. Zervakis, Marios Antonakakis
2025	C	`conf`	LungCLR: A Two-Stage Framework with Contrastive Pretraining for Low Data Lung Cancer Histopathology Classification. BIBE Keshav Trivedi, Himanshu Kumar Pathak, Ishaan Pathak, Koushlendra Kumar Singh, Marios Antonakakis, Michalis E. Zervakis
2025	J	`jnl`	Semi-Supervised anomaly detection for the prediction and detection of pediatric focal epileptic seizures on fused EEG and ECG data. Biomed. Signal Process. Control. Apostolos Karasmanoglou, Giorgos A. Giannakakis, Pelagia Vorgia, Marios Antonakakis, Michalis E. Zervakis
2024	—	`conf`	Emotion Recognition Based on EEG Signals and Deep Neural Networks Architectures. ACII (Workshops and Demos) Giorgos A. Giannakakis, Apostolos Karasmanoglou, Marios Antonakakis, Pelagia Vorgia, Michalis E. Zervakis
2024	C	`ed.`	Management of Digital EcoSystems - 15th International Conference, MEDES 2023, Heraklion, Crete, Greece, May 5-7, 2023, Revised Selected Papers MEDES Richard Chbeir, Djamal Benslimane, Michalis E. Zervakis, Yannis Manolopoulos, Ngoc Thanh Nguyen, Joe Tekli
2024	C	`conf`	Pulsense: An AI-Driven Cardiovascular Monitoring and Arrhythmia Detection System. BIBE Evangelos Katsoupis, Apostolos Karasmanoglou, Michalis E. Zervakis, Marios Antonakakis
2024	C	`conf`	The Effect of Multi-Channel tDCS on the Directed Connectivity Patterns of a Case with Focal Epilepsy Using a Multi-Feature Machine Learning Evaluation. BIBE Alexandra Tsipourakis, Marios Antonakakis, Fabian Kaiser, Stefan Rampp, Stjepana Kovac, Christoph Kellinghaus, Gabriel Möddel, Carsten H. Wolters, Michalis E. Zervakis
2023	—	`conf`	A Content Recommendation Platform for People with Intellectual Disability. ICUFN Maria Papadogiorgaki, Konstantinos Apostolidis, George Livanos, Ekaterini S. Bei, Stylianos Zafeiris, Georgios A. Klados, Vasileios Mezaris, Michalis E. Zervakis
2023	—	`conf`	A Two-Phase ResNet for Object Detection in Aerial Images. IST Marios Antonakakis, Christos Trimas, Michalis E. Zervakis
2023	J	`jnl`	A UAV Intelligent System for Greek Power Lines Monitoring. Sensors Aikaterini Tsellou, George Livanos, Dimitris Ramnalis, Vasilis Polychronos, Georgios Plokamakis, Michalis E. Zervakis, Konstantia Moirogiorgou
2023	J	`jnl`	Chronic Mild Traumatic Brain Injury: Aberrant Static and Dynamic Connectomic Features Identified Through Machine Learning Model Fusion. Neuroinformatics Nicholas John Simos, Katina Manolitsi, Andrea I. Luppi, Antonios Kagialis, Marios Antonakakis, Michalis E. Zervakis, Despina Antypa, Eleftherios Kavroulakis, Thomas G. Maris, Antonios Vakis, Emmanuel A. Stamatakis, Efrosini Papadaki
2023	C	`conf`	Colour Prediction using Vision Transformer and Continous Wavelet Transform on EEG signals. BIBE Puranjay Mishra, Marios Antonakakis, Koushlendra Kumar Singh, Michalis E. Zervakis
2023	—	`conf`	Comparing YOLO-based Detectors for Pedestrian and Car Detection in Aerial Static Video: An Evaluation of Generalization Capacity and Performance. IST Georgios Tzedakis, Eleftheria Tzamali, Emmanouil G. Spanakis, Marios Antonakakis, Michalis E. Zervakis, Vangelis Sakkalis
2023	—	`conf`	Design of a Multi-Feature Classification Scheme for Infant Epileptic Seizures. EMBC Ioannis Torakis, Marios Antonakakis, Ekaterini S. Bei, Petros Gikas, Vangelis Sakkalis, Michalis E. Zervakis
2023	—	`conf`	EEG Source Analysis with a Convolutional Neural Network and Finite Element Analysis. EMBC Thanos Delatolas, Marios Antonakakis, Carsten H. Wolters, Michalis E. Zervakis
2023	J	`jnl`	Novel Meta-Learning Techniques for the Multiclass Image Classification Problem. Sensors Antonios Vogiatzis, Stavros Orfanoudakis, Georgios Chalkiadakis, Konstantia Moirogiorgou, Michalis E. Zervakis
2023	C	`conf`	Unsupervised Detection of Seizure-Related Dynamic Alterations with Autoencoder-Derived Deep Features. BIBE Apostolos Karasmanoglou, Marios Antonakakis, Michalis E. Zervakis
2023	—	`conf`	Wildforest Fire Detection with ShRe-Xception Network on Aerial Optical and Infrared Images. IST Emmanouil E. Zachariadis, Marios Antonakakis, Michalis E. Zervakis
2022	—	`conf`	A platform for health emergency warning and wandering behaviour detection supporting people with Intellectual Disability. PETRA Athina Grammatikopoulou, Nikos Grammalidis, Maria Papadogiorgaki, Michalis E. Zervakis
2022	—	`conf`	Aerial video inspection of Greek power lines structures using machine learning techniques. IST Aikaterini Tsellou, Konstantia Moirogiorgou, Georgios Plokamakis, George Livanos, Kostas Kalaitzakis, Michalis E. Zervakis
2022	—	`conf`	Heatmap-based Explanation of YOLOv5 Object Detection with Layer-wise Relevance Propagation. IST Apostolos Karasmanoglou, Marios Antonakakis, Michalis E. Zervakis
2022	—	`conf`	Intelligent robotic system for urban waste recycling. IST Konstantia Moirogiorgou, Freiderikos Raptopoulos, George Livanos, Stavros Orfanoudakis, Maria Papadogiorgaki, Michalis E. Zervakis, Michail Maniadakis
2022	—	`conf`	Neuro-inspired Image Compression Architectures. IST Anastasios Papanastasiou, Effrosyni Doutsi, Michalis E. Zervakis, Panagiotis Tsakalides
2022	—	`conf`	Real-Time Object Detection using an Ultra-High-Resolution Camera on Embedded Systems. IST Marios Antonakakis, Aimilios Tzavaras, Konstantinos Tsakos, Emmanouil G. Spanakis, Vangelis Sakkalis, Michalis E. Zervakis, Euripides G. M. Petrakis
2022	—	`conf`	Tsakaneli Stavroula. BHI Tsakaneli Stavroula, Ekaterini S. Bei, Michalis E. Zervakis
2021	C	`conf`	A New Multi-Feature Classification Scheme for Normal and Abnormal Respiratory Sounds Discrimination. BIBE Marios Antonakakis, Konstantinos Politof, Georgios A. Klados, Glykeria Sdoukopoulou, Sophia Schiza, Maria Papadogiorgaki, Christina Farmaki, Matthew Pediaditis, Michalis E. Zervakis, Vangelis Sakkalis
2021	—	`conf`	A Novel One-vs-Rest Classification Framework for Mutually Supported Decisions by Independent Parallel Classifiers. IST Antonios Vogiatzis, Georgios Chalkiadakis, Konstantia Moirogiorgou, Michalis E. Zervakis
2021	—	`conf`	A Platform for Health Record Management of the Conscripts in the Hellenic Navy. MIE Olympia Giannakopoulou, Petros Toumpaniaris, Ioannis N. Kouris, Konstantia Moirogiorgou, Nansy Karanasiou, Vasiliki Aisopou, George K. Matsopoulos, Ageliki Chandrinou, Nikolaos Anousakis-Vlachochristou, Fotis Psarros, Pantelis Syringas, Vasiliki Karalidou, Nikolaos Costaridis, Michalis E. Zervakis, Dimitris Koutsouris
2021	C	`conf`	An FPGA-Based System for Video Processing to Detect Holes in Aquaculture Nets. BIBE Theofilos Zacheilas, Konstantia Moirogiorgou, Nikos Papandroulakis, Euripides Sotiriades, Michalis E. Zervakis, Apostolos Dollas
2021	—	`conf`	Automatic aortic valve area detection in echocardiography images using convolutional neural networks and U-net architecture for bicuspid aortic valve recognition. IST Katerina Giannakaki, Konstantia Moirogiorgou, Michalis E. Zervakis, Nikolaos Anousakis-Vlachochristou, George K. Matsopoulos, Christoforos Komporozos, Vasileios Sourides, Georgios Katsimagklis, Maria Drakopoulou, Konstantinos Toutouzas, Catherine Avgeropoulou, Aristeidis Androulakis
2021	C	`conf`	Heart Rate Classification Using ECG Signal Processing and Machine Learning Methods. BIBE Maria Papadogiorgaki, Maria Venianaki, Paulos Charonyktakis, Marios Antonakakis, Ioannis Tsamardinos, Michalis E. Zervakis, Vangelis Sakkalis
2021	C	`conf`	Interictal Spike Classification in Pharmacoresistant Epilepsy using Combined EEG and MEG. BIBE Glykeria Sdoukopoulou, Marios Antonakakis, Gabriel Möddel, Carsten H. Wolters, Michalis E. Zervakis
2021	—	`conf`	Machine Learning Model for Predicting CVD Risk on NHANES Data. EMBC Georgios A. Klados, Konstantinos Politof, Ekaterini S. Bei, Konstantia Moirogiorgou, Nikolaos Anousakis-Vlachochristou, George K. Matsopoulos, Michalis E. Zervakis
2021	—	`conf`	Reconstruction of the Very Early Thalamo-Cortical Network with Combined EEG and MEG on Realistic Head Modeling. NER Konstantinos Politof, Marios Antonakakis, Andreas Wollbrink, Carsten H. Wolters, Michalis E. Zervakis
2020	J	`jnl`	AI in Medical Imaging Informatics: Current Challenges and Future Directions. IEEE J. Biomed. Health Informatics Andreas S. Panayides, Amir A. Amini, Nenad D. Filipovic, Ashish Sharma, Sotirios A. Tsaftaris, Alistair A. Young, David J. Foran, Nhan Do, Spyretta Golemati, Tahsin M. Kurç, Kun Huang, Konstantina S. Nikita, Ben P. Veasey, Michalis E. Zervakis, Joel H. Saltz, Constantinos S. Pattichis
2020	J	`jnl`	Automated fish cage net inspection using image processing techniques. IET Image Process. Stavros Paspalakis, Konstantia Moirogiorgou, Nikos Papandroulakis, George C. Giakos, Michalis E. Zervakis
2020	—	`conf`	Extraction of Reflectance Maps for Smart Farming Applications Using Unmanned Aerial Vehicles. CSNDSP Georgios Livanos, Dimitris Ramnalis, Vasilis Polychronos, Panagiota Balomenou, Panagiotis G. Sarigiannidis, Giorgos Kakamoukas, Thomi Karamitsou, Pantelis Angelidis, Michalis E. Zervakis
2020	J	`jnl`	Inter-Subject Variability of Skull Conductivity and Thickness in Calibrated Realistic Head Models. NeuroImage Marios Antonakakis, Sophie Schrader, Ümit Aydin, Asad Khan, Joachim Gross, Michalis E. Zervakis, Stefan Rampp, Carsten H. Wolters
2020	—	`conf`	Quality of life support system for people with intellectual disability. PETRA Maria Papadogiorgaki, Vasileios Mezaris, Nikos Grammalidis, Kostas Grigoriadis, Ekaterini S. Bei, George Livanos, Michalis E. Zervakis
2019	J	`jnl`	Aberrant Whole-Brain Transitions and Dynamics of Spontaneous Network Microstates in Mild Traumatic Brain Injury. Frontiers Comput. Neurosci. Marios Antonakakis, Stavros I. Dimitriadis, Michalis E. Zervakis, Andrew C. Papanicolaou, George Zouridakis
2019	C	`conf`	Automatic Absence Seizure Detection Evaluating Matching Pursuit Features of EEG Signals. BIBE Katerina Giannakaki, Giorgos A. Giannakakis, Pelagia Vorgia, Manousos A. Klados, Michalis E. Zervakis
2019	J	`jnl`	Bootstrap clustering approaches for organization of data: Application in improving grade separability in cervical neoplasia. Biomed. Signal Process. Control. Ioanna Vourlaki, Costas Balas, George Livanos, Manos Vardoulakis, George C. Giakos, Michalis E. Zervakis
2019	C	`conf`	Combined EEG/MEG Source Reconstruction of Epileptic Activity using a Two-Phase Spike Clustering Approach. BIBE Vasileios S. Dimakopoulos, Marios Antonakakis, Gabriel Moeddel, Jörg Wellmer, Stefan Rampp, Michalis E. Zervakis, Carsten H. Wolters
2019	C	`conf`	Effective Connectivity in the Primary Somatosensory Network using Combined EEG and MEG. BIBE Konstantinos Politof, Marios Antonakakis, Andreas Wollbrink, Michalis E. Zervakis, Carsten H. Wolters
2019	J	`jnl`	Functional Connectivity Analysis of Cerebellum Using Spatially Constrained Spectral Clustering. IEEE J. Biomed. Health Informatics Vasileios C. Pezoulas, Kostas Michalopoulos, Manousos A. Klados, Sifis Micheloyannis, Nikolaos G. Bourbakis, Michalis E. Zervakis
2019	C	`conf`	Seizure Detection using Common Spatial Patterns and Classification Techniques. BIBE Giorgos A. Giannakakis, Nikolaos V. Tsekos, Katerina Giannakaki, Kostas Michalopoulos, Pelagia Vorgia, Michalis E. Zervakis
2019	C	`conf`	Towards a Novel Way to Predict Deficits After a Brain Lesion: A Stroke Example. BIBE Georgios A. Klados, Michalis E. Zervakis, Rosalía Dacosta-Aguayo, Antonio Fratini, Manousos A. Klados
2018	J	`jnl`	A Long Short-Term Memory deep learning network for the prediction of epileptic seizures using EEG signals. Comput. Biol. Medicine Kostas M. Tsiouris, Vasileios C. Pezoulas, Michalis E. Zervakis, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
2018	—	`conf`	Application of ANN and ANFIS for detection of brain tumors in MRIs by using DWT and GLCM texture analysis. IST Eleftheria Sergaki, Georgios Spiliotis, Ioannis O. Vardiambasis, Theodoros Kapetanakis, Antonios Krasoudakis, George C. Giakos, Michalis E. Zervakis, Alexios Polydorou
2018	—	`conf`	FCLAB: An EEGLAB module for performing functional connectivity analysis on single-subject EEG data. BHI Vasileios C. Pezoulas, Alkinoos Athanasiou, Guido Nolte, Michalis E. Zervakis, Antonio Fratini, Dimitrios I. Fotiadis, Manousos A. Klados
2018	J	`jnl`	Fusing Georeferenced and Stereoscopic Image Data for 3D Building Façade Reconstruction. ISPRS Int. J. Geo Inf. Konstantinos Bacharidis, Froso Sarri, Vassilis Paravolidakis, Lemonia Ragia, Michalis E. Zervakis
2018	J	`jnl`	Glioma growth modeling based on the effect of vital nutrients and metabolic products. Medical Biol. Eng. Comput. Maria Papadogiorgaki, Panagiotis Koliou, Michalis E. Zervakis
2018	J	`jnl`	Guest Editorial IEEE BHI 2017. IEEE J. Biomed. Health Informatics Jie Liang, Michalis E. Zervakis, Julien Penders
2018	—	`conf`	Integration of Bioinspired Vision Principles Towards the Design of Autonomous Guidance, Navigation, and Control Systems. IISA George C. Giakos, Tannaz Farrahi, Nicolas Douard, Michael Surovich, Suman Shrestha, Gloria Bauman, Anthony Beninati, Hussam Eldin Mohamed, Zoe Giakos, Ying Na, Michalis E. Zervakis, George Livanos
2018	—	`conf`	Intelligent Navigation and Control of a Prototype Autonomous Underwater Vehicle for Automated Inspection of Aquaculture net pen cages. IST George Livanos, Michalis E. Zervakis, Vaggelis Chalkiadakis, Konstantia Moirogiorgou, George C. Giakos, Nikos Papandroulakis
2018	J	`jnl`	Introducing a Stable Bootstrap Validation Framework for Reliable Genomic Signature Extraction. IEEE ACM Trans. Comput. Biol. Bioinform. Nikolaos-Kosmas Chlis, Ekaterini S. Bei, Michalis E. Zervakis
2018	J	`jnl`	Label-free discrimination of lung cancer cells through mueller matrix decomposition of diffuse reflectance imaging. Biomed. Signal Process. Control. Suman Shrestha, Aditi Deshpande, Tannaz Farrahi, Thomas Cambria, Tri Quang, Joseph Majeski, Ying Na, Michalis E. Zervakis, Georgios Livanos, George C. Giakos
2018	—	`conf`	Power Transmission Lines Inspection using Properly Equipped Unmanned Aerial Vehicle (UAV). IST Alexandros Zormpas, Konstantia Moirogiorgou, Kostas Kalaitzakis, George A. Plokamakis, Panayotis Partsinevelos, George C. Giakos, Michalis E. Zervakis
2018	—	`conf`	Space Target Motion Salient Classification using Polarimetric Retina Vision Sensing Principles. IST Anthony Beninati, Nicolas Douard, Gloria Bauman, Jonathan Hoogerhyde, Anargiros Passalaris, Zoe Giakos, Martin Nowak, Suman Shrestha, Hussam Eldin Mohamed, Michalis E. Zervakis, Georgios Livanos, George C. Giakos
2018	J	`jnl`	Stereo System for Remote Monitoring of River Flows. Multim. Tools Appl. Konstantinos Bacharidis, Konstantia Moirogiorgou, Georgia Koukiou, George C. Giakos, Michalis E. Zervakis
2018	—	`conf`	Virtual Video Synthesis for Personalized Training. IST Filippos Markolefas, Konstantia Moirogiorgou, George C. Giakos, Michalis E. Zervakis
2017	—	`conf`	Assembly of Gene Expression Networks Based on a Breast Cancer Signature. IWBBIO (2) Dimitrios Apostolos Chalepakis Ntellis, Ekaterini S. Bei, Dimitris Kafetzopoulos, Michalis E. Zervakis
2017	B	`conf`	Discrimination of Preictal and Interictal Brain States from Long-Term EEG Data. CBMS Kostas M. Tsiouris, Vasileios C. Pezoulas, Dimitrios D. Koutsouris, Michalis E. Zervakis, Dimitrios I. Fotiadis
2016	—	`conf`	3D Building Reconstruction using Stereo Camera and Edge Detection. VISIGRAPP (4: VISAPP) Konstantinos Bacharidis, Lemonia Ragia, Marios Politis, Konstantia Moirogiorgou, Michalis E. Zervakis
2016	—	`conf`	Automated Waterline Extraction for Optimal Land Use - A Case Study in Crete. GISTAM Lemonia Ragia, Vassilis Paravolidakis, Konstantia Moirogiorgou, Michalis E. Zervakis
2016	—	`conf`	Biclustering strategies for genetic marker selection in gynecologic tumor cell lines. EMBC Androniki Alevyzaki, Stelios Sfakianakis, Ekaterini S. Bei, Eva Obermayr, Robert Zeillinger, Dimitrios I. Fotiadis, Michalis E. Zervakis
2016	J	`jnl`	Classification of EEG Single Trial Microstates Using Local Global Graphs and Discrete Hidden Markov Models. Int. J. Neural Syst. Kostas Michalopoulos, Michalis E. Zervakis, Marie-Pierre Deiber, Nikolaos G. Bourbakis
2016	J	`jnl`	MinePath: Mining for Phenotype Differential Sub-paths in Molecular Pathways. PLoS Comput. Biol. Lefteris Koumakis, Alexandros Kanterakis, Evgenia Kartsaki, Maria Chatzimina, Michalis E. Zervakis, Manolis Tsiknakis, Despoina Vassou, Dimitris Kafetzopoulos, Kostas Marias, Vassilis Moustakis, George Potamias
2016	—	`conf`	Mining cross-frequency coupling microstates from resting state MEG: An application to mild traumatic brain injury. EMBC Marios Antonakakis, Stavros I. Dimitriadis, Michalis E. Zervakis, Andrew C. Papanicolaou, George Zouridakis
2015	J	`jnl`	A Glycolysis-Based In Silico Model for the Solid Tumor Growth. IEEE J. Biomed. Health Informatics Maria Papadogiorgaki, Michail G. Kounelakis, Panagiotis Koliou, Michalis E. Zervakis
2015	—	`conf`	A network-based approach to enrich gene signatures for the prediction of breast cancer metastases. EMBC Stelios Sfakianakis, Ekaterini S. Bei, Michalis E. Zervakis, Dimitris Kafetzopoulos
2015	J	`jnl`	Bridging miRNAs and pathway analysis in clinical decision support: a case study in nephroblastoma. Netw. Model. Anal. Health Informatics Bioinform. Lefteris Koumakis, Kamana Sigdel, George Potamias, Stelios Sfakianakis, Jasper van Leeuwen, George Zacharioudakis, Vassilis Moustakis, Michalis E. Zervakis, Anca I. D. Bucur, Kostas Marias, Norbert M. Graf, Manolis Tsiknakis
2015	—	`conf`	Comparison of brain network models using cross-frequency coupling and attack strategies. EMBC Marios Antonakakis, Stavros I. Dimitriadis, Michalis E. Zervakis, Roozbeh Rezaie, Abbas Babajani-Feremi, Sifis Micheloyannis, George Zouridakis, Andrew C. Papanicolaou
2015	—	`conf`	Extracting reliable gene expression signatures through Stable Bootstrap Validation. EMBC Nikolaos-Kosmas Chlis, Ekaterini S. Bei, Konstantia Moirogiorgou, Michalis E. Zervakis
2014	B	`conf`	A Minimal Spanning Tree Analysis of EEG Responses to Complex Visual Stimuli. ICTAI Marios Antonakakis, Michalis E. Zervakis, Vaso Tsirka, Sifis Micheloyannis
2014	B	`conf`	Intelligent Management of Brain Markers for Early Prognosis of the Spatiotemporal Growth of Gliomas. ICTAI Petros Toumpaniaris, Dimitris Verganelakis, Nikos Spanoudakis, Michalis E. Zervakis
2014	J	`jnl`	Nonparametric Network Design and Analysis of Disease Genes in Oral Cancer Progression. IEEE J. Biomed. Health Informatics K. D. Kalantzaki, Ekaterini S. Bei, Konstantinos P. Exarchos, Michalis E. Zervakis, Minos N. Garofalakis, Dimitrios I. Fotiadis
2014	J	`jnl`	On the Identification of Circulating Tumor Cells in Breast Cancer. IEEE J. Biomed. Health Informatics Stelios Sfakianakis, Ekaterini S. Bei, Michalis E. Zervakis, Despoina Vassou, Dimitris Kafetzopoulos
2014	Misc	`conf`	Solar Radiation Time-Series Prediction Based on Empirical Mode Decomposition and Artificial Neural Networks. AIAI Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Nikolaos Georgoulas, Michalis E. Zervakis, Nikolaos Nikolaidis
2014	—	`conf`	Statistical Estimation of Fluid Flow: An Image Restoration Approach. ISVC (1) Konstantia Moirogiorgou, Michalis E. Zervakis, Andreas E. Savakis, Ioannis Sibetheros
2014	J	`jnl`	Temporal and Spatial Patterns of Gene Profiles during Chondrogenic Differentiation. IEEE J. Biomed. Health Informatics Georgia Skreti, Ekaterini S. Bei, K. D. Kalantzaki, Michalis E. Zervakis
2014	C	`conf`	miRNA Based Pathway Analysis Tool in Nephroblastoma as a Proof of Principle for other Cancer Domains. BIBE Lefteris Koumakis, George Potamias, Stelios Sfakianakis, Vassilis Moustakis, Michalis E. Zervakis, Norbert M. Graf, Manolis Tsiknakis
2013	C	`conf`	A generic framework for the elicitation of stable and reliable gene expression signatures. BIBE Nikolaos-Kosmas Chlis, Stelios Sfakianakis, Ekaterini S. Bei, Michalis E. Zervakis
2013	C	`conf`	An in-silico model for solid tumor growth based on the concept of glycolysis. BIBE Michail G. Kounelakis, Maria Papadogiorgaki, Michalis E. Zervakis
2013	C	`conf`	Experimental model construction and validation of the ErbB signaling pathway. BIBE K. D. Kalantzaki, Lefteris Koumakis, Ekaterini S. Bei, Michalis E. Zervakis, George Potamias, Dimitris Kafetzopoulos
2013	J	`jnl`	Measurement Methodologies for Assessing the Glycolysis Effect in the Discrimination and Therapy of Brain Gliomas. Int. J. Monit. Surveillance Technol. Res. Michail G. Kounelakis, Ekaterini S. Bei, Michalis E. Zervakis, Georgios C. Giakos, Lin Zhang, Chaya Narayan, Dimitris Kafetzopoulos
2013	C	`conf`	Modeling stent deployment in realistic arterial segment geometries: The effect of the plaque composition. BIBE Georgia S. Karanasiou, Antonios I. Sakellarios, Evanthia E. Tripoliti, Euripides G. M. Petrakis, Michalis E. Zervakis, Francesco Migliavacca, Gabriele Dubini, Elena Dordoni, Lampros K. Michalis, Dimitrios I. Fotiadis
2013	J	`jnl`	On the Relevance of Glycolysis Process on Brain Gliomas. IEEE J. Biomed. Health Informatics Michail G. Kounelakis, Michalis E. Zervakis, George C. Giakos, Geert J. Postma, Lutgarde M. C. Buydens, X. Kotsiakis
2013	C	`conf`	Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties. BIBE Marios Antonakakis, Giorgos A. Giannakakis, Manolis Tsiknakis, Sifis Micheloyannis, Michalis E. Zervakis
2012	C	`conf`	Biological interaction networks based on sparse temporal expansion of graphical models. BIBE K. D. Kalantzaki, Ekaterini S. Bei, Minos N. Garofalakis, Michalis E. Zervakis
2012	—	`conf`	Coupling Regulatory Networks and Microarays: Revealing Molecular Regulations of Breast Cancer Treatment Responses. SETN Lefteris Koumakis, Vassilis Moustakis, Michalis E. Zervakis, Dimitris Kafetzopoulos, George Potamias
2012	C	`conf`	Decomposition and evaluation of activity in multiple event-related trials. BIBE Kostas Michalopoulos, Michalis E. Zervakis, Nikolaos G. Bourbakis, Panteleimon Giannakopoulos, Marie-Pierre Deiber
2012	J	`jnl`	High-Grade Glioma Diffusive Modeling Using Statistical Tissue Information and Diffusion Tensors Extracted from Atlases. IEEE Trans. Inf. Technol. Biomed. Alexandros Roniotis, Georgios C. Manikis, Vangelis Sakkalis, Michalis E. Zervakis, Ioannis Karatzanis, Kostas Marias
2012	J	`jnl`	In-Depth Analysis and Evaluation of Diffusive Glioma Models. IEEE Trans. Inf. Technol. Biomed. Alexandros Roniotis, Vangelis Sakkalis, Ioannis Karatzanis, Michalis E. Zervakis, Kostas Marias
2012	—	`conf`	Shape-influenced clustering of dynamic patterns of gene profiles. EMBC Georgia Skreti, Ekaterini S. Bei, Michalis E. Zervakis
2012	—	`conf`	Solving the PIHNA model while accounting for radiotherapy. IARWISOI Alexandros Roniotis, Vangelis Sakkalis, Eleftheria Tzamali, Georgios Tzedakis, Michalis E. Zervakis, Kostas Marias
2011	—	`conf`	A disease annotation study of gene signatures in a breast cancer microarray dataset. EMBC Foivos Gypas, Ekaterini S. Bei, Michalis E. Zervakis, Stelios Sfakianakis
2011	J	`jnl`	Brain lesion classification using 3T MRS spectra and paired SVM kernels. Biomed. Signal Process. Control. Ioannis N. Dimou, Ioannis Tsougos, Evaggelia E. Tsolaki, Evanthia Kousi, Eftychia E. Kapsalaki, Kyriaki Theodorou, Michail G. Kounelakis, Michalis E. Zervakis
2011	J	`jnl`	Complementary Gene Signature Integration in Multiplatform Microarray Experiments. IEEE Trans. Inf. Technol. Biomed. Michalis E. Blazadonakis, Michalis E. Zervakis, Dimitris Kafetzopoulos
2011	J	`jnl`	Integration of gene signatures using biological knowledge. Artif. Intell. Medicine Michalis E. Blazadonakis, Michalis E. Zervakis, Dimitris Kafetzopoulos
2011	J	`jnl`	Multi-platform Data Integration in Microarray Analysis. IEEE Trans. Inf. Technol. Biomed. Georgia Tsiliki, Michalis E. Zervakis, Marina Ioannou, Elias Sanidas, Efstathios Stathopoulos, George Potamias, Manolis Tsiknakis, Dimitris Kafetzopoulos
2010	J	`jnl`	Combination of multiple classifiers for post-placement quality inspection of components: A comparative study. Inf. Fusion Stefanos Goumas, Ioannis N. Dimou, Michalis E. Zervakis
2010	J	`jnl`	Efficient Molecular Imaging Techniques Using Optically Active Molecules. IEEE Trans. Instrum. Meas. George C. Giakos, S. Atreya Paturi, Keerthisrivatsav Valluru, P. Bathini, V. Adya, Srinivas Sukumar, K. Ambadipudi, B. Mandadi, M. Becker, S. Athawale, P. Farajipour, S. Marotta, Daniel B. Sheffer, Georgios Livanos, Michalis E. Zervakis
2009	J	`jnl`	Assessment of Linear and Nonlinear Synchronization Measures for Analyzing EEG in a Mild Epileptic Paradigm. IEEE Trans. Inf. Technol. Biomed. Vangelis Sakkalis, Ciprian Doru Giurcaneanu, Petros Xanthopoulos, Michalis E. Zervakis, Vassilis Tsiaras, Yinghua Yang, Eleni Karakonstantaki, Sifis Micheloyannis
2009	—	`ch.`	Bioprofiling over Grid for Personalised eHealthcare for AD. Computational Intelligence and Bioengineering Emmanuel C. Ifeachor, Pin Hu, Lingfen Sun, Nigel R. Hudson, Michalis E. Zervakis
2009	—	`conf`	Decomposition Methods for Detailed Analysis of Content in ERP Recordings. ICANN (2) Vasiliki Iordanidou, Kostas Michalopoulos, Vangelis Sakkalis, Michalis E. Zervakis
2009	J	`jnl`	Error bounds of decision templates and support vector machines in decision fusion. Int. J. Knowl. Eng. Soft Data Paradigms Ioannis N. Dimou, Michalis E. Zervakis
2009	J	`jnl`	Outcome prediction based on microarray analysis: a critical perspective on methods. BMC Bioinform. Michalis E. Zervakis, Michalis E. Blazadonakis, Georgia Tsiliki, Vasiliki Danilatou, Manolis Tsiknakis, Dimitris Kafetzopoulos
2009	—	`ch.`	Pattern Recognition Methods for Acute Myeloid Leukemia (AML) Induction-Treatment Analysis. Computational Intelligence and Bioengineering Georgios C. Manikis, Michail G. Kounelakis, Michalis E. Zervakis
2008	C	`conf`	Identification of significant metabolic markers from MRSI data for brain cancer classification. BIBE Michail G. Kounelakis, Michalis E. Zervakis, Michalis E. Blazadonakis, Geert J. Postma, Lutgarde M. C. Buydens, Arend Heerschap, X. Kotsiakis
2008	B	`conf`	Multiple description based image transmission with Low Density Parity Check codes. ICIP Grigorios Tsagkatakis, Michalis E. Zervakis, Andreas E. Savakis
2008	J	`jnl`	Parametric and Nonparametric EEG Analysis for the Evaluation of EEG Activity in Young Children with Controlled Epilepsy. Comput. Intell. Neurosci. Vangelis Sakkalis, Tracey Cassar, Michalis E. Zervakis, Kenneth P. Camilleri, Simon G. Fabri, Cristin Bigan, Eleni Karakonstantaki, Sifis Micheloyannis
2008	C	`conf`	Performance validation of microarray analysis methods. BIBE Michalis E. Zervakis, Michalis E. Blazadonakis, A. Banti, Dimitris Kafetzopoulos, Vasiliki Danilatou, Manolis Tsiknakis
2008	—	`conf`	Revealing Significant Biological Knowledge via Gene Ontologies and Pathways. BMEI (1) Michalis E. Blazadonakis, Michalis E. Zervakis
2008	—	`ch.`	Support Vector Machines and Neural Networks as Marker Selectors in Cancer Gene Analysis. Intelligent Techniques and Tools for Novel System Architectures Michalis E. Blazadonakis, Michalis E. Zervakis
2008	C	`conf`	Support Vector Machines versus Decision Templates in Biomedical Decision Fusion. ICMLA Ioannis N. Dimou, Michalis E. Zervakis
2008	J	`jnl`	The linear neuron as marker selector and clinical predictor in cancer gene analysis. Comput. Methods Programs Biomed. Michalis E. Blazadonakis, Michalis E. Zervakis
2008	J	`jnl`	Wrapper filtering criteria via linear neuron and kernel approaches. Comput. Biol. Medicine Michalis E. Blazadonakis, Michalis E. Zervakis
2007	C	`conf`	Polynomial and RBF Kernels as Marker Selection Tools-A Breast Cancer Case Study. ICMLA Michalis E. Blazadonakis, Michalis E. Zervakis
2006	—	`conf`	Bioprofiling over Grid for eHealthcare. HealthGrid Lingfen Sun, Pin Hu, Cindy Goh, Brahim Hamadicharef, Emmanuel C. Ifeachor, Ioannis S. Barbounakis, Michalis E. Zervakis, N. Nurminen, Alpo Varri, Riccardo Fontanelli, Sergio Di Bona, Davide Guerri, Serena La Manna, K. Cerbioni, E. Palanca, Antonina Starita
2006	—	`conf`	Bioprofiling over grid for early detection of dementia. Infoscale Zhuoqun Sun, Pin Hu, Cindy Goh, Brahim Hamadicharef, M. Hess, Emmanuel C. Ifeachor, Ioannis S. Barbounakis, Michalis E. Zervakis, N. Nurminen, Alpo Varri
2006	—	`conf`	Classifier Fusion Approaches for Diagnostic Cancer Models. EMBC Ioannis N. Dimou, Georgios C. Manikis, Michalis E. Zervakis
2006	—	`conf`	Early Detection of Winding Faults in Windmill Generators Using Wavelet Transform and ANN Classification. ICANN (2) Zacharias Gketsis, Michalis E. Zervakis, George S. Stavrakakis
2006	—	`conf`	Laparoscopic Image Analysis for Robotic Arm Guidance. EMBC Zacharias Gketsis, Dimitrios Tzagkas, Petros V. Hatzilias, Michalis E. Zervakis
2006	—	`conf`	Modeling the time-varying microstructure of simulated sleep EEG spindles using time-frequency analysis methods. EMBC Petros Xanthopoulos, Spyretta Golemati, Vangelis Sakkalis, Periklis Y. Ktonas, Michalis E. Zervakis, Constantin R. Soldatos
2006	—	`conf`	Time-significant Wavelet Coherence for the Evaluation of Schizophrenic Brain Activity using a Graph theory approach. EMBC Vangelis Sakkalis, Theofanis Oikonomou, Ellie Pachou, Ioannis G. Tollis, Sifis Micheloyannis, Michalis E. Zervakis
2005	B	`conf`	Design of a Hybrid Object Detection Scheme for Video Sequences. ACIVS Nikolaos Markopoulos, Michalis E. Zervakis
2005	—	`conf`	Robust optical flow estimation in MPEG sequences. ICASSP (2) Konstantinos Rapantzikos, Michalis E. Zervakis
2004	J	`jnl`	A hybrid neural network/genetic algorithm approach to optimizing feature extraction for signal classification. IEEE Trans. Syst. Man Cybern. Part B George A. Rovithakis, Michail Maniadakis, Michalis E. Zervakis
2004	—	`conf`	Adaptive Methods for Motion Characterization and Segmentation of MPEG Compressed Frame Sequences. ICIAR (1) C. Doulaverakis, S. Vagionitis, Michalis E. Zervakis, Euripides G. M. Petrakis
2004	B	`conf`	Reduced dimensionality space for post placement quality inspection of components based on neural networks. ESANN Stefanos Goumas, Michalis E. Zervakis, George A. Rovithakis
2003	J	`jnl`	A survey on industrial vision systems, applications, tools. Image Vis. Comput. Elias N. Malamas, Euripides G. M. Petrakis, Michalis E. Zervakis, Laurent Petit, Jean-Didier Legat
2003	J	`jnl`	Detection and segmentation of drusen deposits on human retina: Potential in the diagnosis of age-related macular degeneration. Medical Image Anal. Konstantinos Rapantzikos, Michalis E. Zervakis, K. Balas
2001	—	`conf`	Nonlinear enhancement and segmentation algorithm for the detection of age-related macular degeneration (AMD) in human eye's retina. ICIP (3) Konstantinos Rapantzikos, Michalis E. Zervakis
2000	—	`conf`	A Genetically Optimized Artificial Neural Network Structure for Feature Extraction and Classification of Vascular Tissue Fluorescence Spectrums. CAMP George A. Rovithakis, Michail Maniadakis, Michalis E. Zervakis
2000	Misc	`conf`	Artificial neural networks for feature extraction and classification of vascular tissue fluorescence spectrums. ICASSP George A. Rovithakis, Michail Maniadakis, Michalis E. Zervakis
1992	J	`jnl`	Design of a new restoration algorithm based on the constrained mean-square-error criterion. Multidimens. Syst. Signal Process. Michalis E. Zervakis, Anastasios N. Venetsanopoulos
1991	Misc	`conf`	A new regularized approach and its applications in image restoration. ICASSP Michalis E. Zervakis, Anastasios N. Venetsanopoulos
1991	J	`jnl`	Convergence properties of Gauss-Newton iterative algorithms in nonlinear image restoration. Multidimens. Syst. Signal Process. Michalis E. Zervakis, Anastasios N. Venetsanopoulos