Search Results - "Koutsouris, D."

Individual Variability in Brain Connectivity Patterns and Driving-Fatigue Dynamics by Giannakopoulou, Olympia, Kakkos, Ioannis, Dimitrakopoulos, Georgios N, Tarousi, Marilena, Sun, Yu, Bezerianos, Anastasios, Koutsouris, Dimitrios D, Matsopoulos, George K

“…Mental fatigue during driving poses significant risks to road safety, necessitating accurate assessment methods to mitigate potential hazards. This study…”
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Multiple Image Watermarking Applied to Health Information Management by Giakoumaki, A., Pavlopoulos, S., Koutsouris, D.

“…Information technology advances have brought forth new challenges in healthcare information management, due to the vast amount of medical data that needs to be…”
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A Multisensor System Embedded in a Computer Mouse for Occupational Stress Detection by Androutsou, Thelma, Angelopoulos, Spyridon, Hristoforou, Evangelos, Matsopoulos, George K, Koutsouris, Dimitrios D

“…Occupational stress is a major challenge in modern societies, related with many health and economic implications. Its automatic detection in an office…”
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Development of Machine-Learning Models for Tinnitus-Related Distress Classification Using Wavelet-Transformed Auditory Evoked Potential Signals and Clinical Data by Manta, Ourania, Sarafidis, Michail, Schlee, Winfried, Mazurek, Birgit, Matsopoulos, George K, Koutsouris, Dimitrios D

“…Tinnitus is a highly prevalent condition, affecting more than 1 in 7 adults in the EU and causing negative effects on sufferers' quality of life. In this…”
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PD_Manager: an mHealth platform for Parkinson's disease patient management by Tsiouris, Kostas M, Gatsios, Dimitrios, Rigas, George, Miljkovic, Dragana, Koroušić Seljak, Barbara, Bohanec, Marko, Arredondo, Maria T, Antonini, Angelo, Konitsiotis, Spyros, Koutsouris, Dimitrios D, Fotiadis, Dimitrios I

“…PD_Manager is a mobile health platform designed to cover most of the aspects regarding the management of Parkinson's disease (PD) in a holistic approach…”
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Development and Evaluation of Automated Tools for Auditory-Brainstem and Middle-Auditory Evoked Potentials Waves Detection and Annotation by Manta, Ourania, Sarafidis, Michail, Vasileiou, Nikolaos, Schlee, Winfried, Consoulas, Christos, Kikidis, Dimitris, Vassou, Evgenia, Matsopoulos, George K, Koutsouris, Dimitrios D

“…Auditory evoked potentials (AEPs) are brain-derived electrical signals, following an auditory stimulus, utilised to examine any obstructions along the brain…”
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Mining Balance Disorders′ data for the development of Diagnostic Decision Support Systems by Exarchos, T.P, Rigas, G, Bibas, A, Kikidis, D, Nikitas, C, Wuyts, F.L, Ihtijarevic, B, Maes, L, Cenciarini, M, Maurer, C, Macdonald, N, Bamiou, D.-E, Luxon, L, Prasinos, M, Spanoudakis, G, Koutsouris, D.D, Fotiadis, D.I

“…Abstract In this work we present the methodology for the development of the EMBalance diagnostic Decision Support System (DSS) for balance disorders. Medical…”
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Secure and efficient health data management through multiple watermarking on medical images by Giakoumaki, A, Pavlopoulos, S, Koutsouris, D

“…The landscape of healthcare delivery and medical data management has significantly changed over the last years, as a result of the significant advancements in…”
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An integrated computer supported acquisition, handling, and characterization system for pigmented skin lesions in dermatological images by Maglogiannis, I., Pavlopoulos, S., Koutsouris, D.

“…This paper describes an integrated prototype computer-based system for the characterization of skin digital images. The first stage includes an image…”
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A Long Short-Term Memory deep learning network for the prediction of epileptic seizures using EEG signals by Tsiouris, Κostas Μ., Pezoulas, Vasileios C., Zervakis, Michalis, Konitsiotis, Spiros, Koutsouris, Dimitrios D., Fotiadis, Dimitrios I.

“…The electroencephalogram (EEG) is the most prominent means to study epilepsy and capture changes in electrical brain activity that could declare an imminent…”
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ISWLS: Novel Algorithm for Image Reconstruction in PET by Karali, E, Pavlopoulos, S, Lambropoulou, S, Koutsouris, D

“…The purpose of this study is to introduce a novel empirical iterative algorithm for medical image reconstruction, under the short name ISWLS (image space…”
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Classification algorithms for microcalcifications in mammograms (Review) by Sakka, E, Prentza, A, Koutsouris, D

“…Early detection is the key to improve breast cancer prognosis. The only proven effective method of breast cancer early detection is mammography. An early sign…”
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Multi-purpose HealthCare Telemedicine Systems with mobile communication link support by Kyriacou, E, Pavlopoulos, S, Berler, A, Neophytou, M, Bourka, A, Georgoulas, A, Anagnostaki, A, Karayiannis, D, Schizas, C, Pattichis, C, Andreou, A, Koutsouris, D

“…The provision of effective emergency telemedicine and home monitoring solutions are the major fields of interest discussed in this study. Ambulances, Rural…”
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Time-Dependent Adaptations of Brain Networks in Driving Fatigue by Olympia Giannakopoulou, Ioannis Kakkos, Georgios N. Dimitrakopoulos, Yu Sun, George K. Matsopoulos, Dimitrios D. Koutsouris

“…Driving with fatigue is a major contributor to traffic accidents and is closely linked to central nervous system functions. To investigate the evolution of…”
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Using key performance indicators as knowledge-management tools at a regional health-care authority level by Berler, A., Pavlopoulos, S., Koutsouris, D.

“…The advantages of the introduction of information and communication technologies in the complex health-care sector are already well-known and well-stated in…”
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HOLOBALANCE: An Augmented Reality virtual trainer solution forbalance training and fall prevention by Kouris, I., Sarafidis, M., Androutsou, T., Koutsouris, D.

“…Balance disorders affect a large number of older people, leading to falls. To promote independence, self-care and the quality of living of the long-lived…”
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Evaluating the effect of various background correction methods regarding noise reduction, in two-channel microarray data by Sifakis, E.G, Prentza, A, Koutsouris, D, Chatziioannou, A.A

“…Abstract In this work, two novel background correction (BC) methods, along with several commonly used ones, are evaluated regarding noise reduction in eleven…”
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Prognostic factors of Rapid symptoms progression in patients with newly diagnosed parkinson’s disease by Tsiouris, Kostas M., Konitsiotis, Spiros, Koutsouris, Dimitrios D., Fotiadis, Dimitrios I.

“…•Introducing machine learning techniques in the search for prognostic factors of rapid progression in PD.•Evaluate a comprehensive set of 601 baseline features…”
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Elastic models: a comparative study applied to retinal images by Karali, E, Lambropoulou, S, Koutsouris, D

“…In this work various methods of parametric elastic models are compared, namely the classical snake, the gradient vector field snake (GVF snake) and the…”
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Computerised intrapartum diagnosis of fetal hypoxia based on fetal heart rate monitoring and fetal pulse oximetry recordings utilising wavelet analysis and neural networks by Salamalekis, E, Thomopoulos, P, Giannaris, D, Salloum, I, Vasios, G, Prentza, A, Koutsouris, D

“…To develop a computerised system that will assist the early diagnosis of fetal hypoxia and to investigate the relationship between the fetal heart rate…”
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