Search Results - "Skaramagkas, Vasileios"

Multi-modal Deep Learning Diagnosis of Parkinson's Disease - A Systematic Review by Skaramagkas, Vasileios, Pentari, Anastasia, Kefalopoulou, Zinovia, Tsiknakis, Manolis

“…Parkinson's Disease (PD) is among the most frequent neurological disorders. Approaches that employ artificial intelligence and notably deep learning, have been…”
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Review of Eye Tracking Metrics Involved in Emotional and Cognitive Processes by Skaramagkas, Vasileios, Giannakakis, Giorgos, Ktistakis, Emmanouil, Manousos, Dimitris, Karatzanis, Ioannis, Tachos, Nikolaos, Tripoliti, Evanthia, Marias, Kostas, Fotiadis, Dimitrios I., Tsiknakis, Manolis

“…Eye behaviour provides valuable information revealing one's higher cognitive functions and state of affect. Although eye tracking is gaining ground in the…”
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The Smart-Insole Dataset: Gait Analysis Using Wearable Sensors with a Focus on Elderly and Parkinson's Patients by Chatzaki, Chariklia, Skaramagkas, Vasileios, Tachos, Nikolaos, Christodoulakis, Georgios, Maniadi, Evangelia, Kefalopoulou, Zinovia, Fotiadis, Dimitrios I, Tsiknakis, Manolis

“…Gait analysis is crucial for the detection and management of various neurological and musculoskeletal disorders. The identification of gait events is valuable…”
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Detecting Minor Symptoms of Parkinson’s Disease in the Wild Using Bi-LSTM with Attention Mechanism by Skaramagkas, Vasileios, Boura, Iro, Spanaki, Cleanthi, Michou, Emilia, Karamanis, Georgios, Kefalopoulou, Zinovia, Tsiknakis, Manolis

“…Parkinson’s disease (PD) is a neurodegenerative disorder characterized by motor and nonmotor impairment with various implications on patients’ quality of life…”
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Evaluating Gait Impairment in Parkinson's Disease from Instrumented Insole and IMU Sensor Data by Tsakanikas, Vassilis, Ntanis, Adamantios, Rigas, George, Androutsos, Christos, Boucharas, Dimitrios, Tachos, Nikolaos, Skaramagkas, Vasileios, Chatzaki, Chariklia, Kefalopoulou, Zinovia, Tsiknakis, Manolis, Fotiadis, Dimitrios

“…Parkinson's disease (PD) is characterized by a variety of motor and non-motor symptoms, some of them pertaining to gait and balance. The use of sensors for the…”
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Can Gait Features Help in Differentiating Parkinson's Disease Medication States and Severity Levels? A Machine Learning Approach by Chatzaki, Chariklia, Skaramagkas, Vasileios, Kefalopoulou, Zinovia, Tachos, Nikolaos, Kostikis, Nicholas, Kanellos, Foivos, Triantafyllou, Eleftherios, Chroni, Elisabeth, Fotiadis, Dimitrios I, Tsiknakis, Manolis

“…Parkinson's disease (PD) is one of the most prevalent neurological diseases, described by complex clinical phenotypes. The manifestations of PD include both…”
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Towards Essential Hand Tremor Suppression via Pneumatic Artificial Muscles by Skaramagkas, Vasileios, Andrikopoulos, George, Manesis, Stamatis

“…Essential tremor (ET) is one of the most common movement disorders and can occur unexpectedly and develop indefinitely to any population unit. According to the…”
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A Study on the Essential and Parkinson’s Arm Tremor Classification by Skaramagkas, Vasileios, Andrikopoulos, George, Kefalopoulou, Zinovia, Polychronopoulos, Panagiotis

“…In this article, the challenge of discriminating between essential and Parkinson’s tremor is addressed. Although a variety of methods have been proposed for…”
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eSEE-d: Emotional State Estimation Based on Eye-Tracking Dataset by Skaramagkas, Vasileios, Ktistakis, Emmanouil, Manousos, Dimitris, Kazantzaki, Eleni, Tachos, Nikolaos S, Tripoliti, Evanthia, Fotiadis, Dimitrios I, Tsiknakis, Manolis

“…Affective state estimation is a research field that has gained increased attention from the research community in the last decade. Two of the main catalysts…”
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The utility of diaphragm ultrasound thickening indices for assessing respiratory decompensation in amyotrophic lateral sclerosis by Spiliopoulos, Kanellos C., Lykouras, Dimosthenis, Veltsista, Dimitra, Skaramagkas, Vasileios, Karkoulias, Kiriakos, Tzouvelekis, Argyrios, Chroni, Elisabeth

“…Introduction/Aims Amyotrophic lateral sclerosis (ALS) leads to diaphragmatic weakness at some point during its course, which is a major cause of respiratory…”
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COLET: A dataset for COgnitive workLoad estimation based on eye-tracking by Ktistakis, Emmanouil, Skaramagkas, Vasileios, Manousos, Dimitris, Tachos, Nikolaos S., Tripoliti, Evanthia, Fotiadis, Dimitrios I., Tsiknakis, Manolis

“…•The dataset combines both objective and subjective performance evaluation.•Wide variety of eye tracking data, high number of participants.•Statistically…”
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An Experimental Investigation of Essential Hand Tremor Suppression via a Soft Exoskeletal Glove by Skaramagkas, Vasileios, Andrikopoulos, George, Manesis, Stamatis

“…In this article, a soft exoskeletal glove is proposed for investigating the potential of utilizing Pneumatic Artificial Muscles (PAMs) for suppressing hand…”
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Towards Differential Diagnosis of Essential and Parkinson's Tremor via Machine Learning by Skaramagkas, Vasileios, Andrikopoulos, George, Kefalopoulou, Zinovia, Polychronopoulos, Panagiotis

“…In this article, the challenge of identifying between Essential and Parkinson's tremor is addressed. To this goal, a clinical analysis was performed, where a…”
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Using the recurrence plots as indicators for the recognition of Parkinson's disease through phonemes assessment by Skaramagkas, Vasileios, Pentari, Anastasia, Fotiadis, Dimitrios I., Tsiknakis, Manolis

“…Parkinson's disease (PD) is considered to be the second most common neurodegenerative disease which affects the patients' life throughout the years. As a…”
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Smart Insole: A Gait Analysis Monitoring Platform Targeting Parkinson Disease Patients Based on Insoles by Boucharas, Dimitrios, Androutsos, Christos, Gkois, George, Tsakanikas, Vassilis, Pezoulas, Vasileios, Manousos, Dimitrios, Skaramagkas, Vasileios, Chatzaki, Chariklia, Kontogiannis, Stathis, Spandonidis, Christos, Pantazis, Alexandros, Tachos, Nikolaos, Tsiknakis, Manolis, Fotiadis, Dimitrios

“…During the preceding decades, human gait analysis has been the center of attention for the scientific community, while the association between gait analysis…”
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A machine learning approach to predict emotional arousal and valence from gaze extracted features by Skaramagkas, Vasileios, Ktistakis, Emmanouil, Manousos, Dimitris, Tachos, Nikolaos S., Kazantzaki, Eleni, Tripoliti, Evanthia E., Fotiadis, Dimitrios I., Tsiknakis, Manolis

“…In the last years, many studies have been investigating emotional arousal and valence. Most of them have focused on the use of physiological signals such as…”
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Cognitive workload level estimation based on eye tracking: A machine learning approach by Skaramagkas, Vasileios, Ktistakis, Emmanouil, Manousos, Dimitris, Tachos, Nikolaos S., Kazantzaki, Eleni, Tripoliti, Evanthia E., Fotiadis, Dimitrios I., Tsiknakis, Manolis

“…Cognitive workload is a critical feature in related psychology, ergonomics, and human factors for understanding performance. However, it still is difficult to…”
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AI Methods for Personalized Suggestions on Smart Glasses Based on Human Activity Recognition by Boucharas, Dimitrios G., Androutsos, Christos, Tachos, Nikolaos S., Tripoliti, Evanthia E., Manousos, Dimitrios, Skaramagkas, Vasileios, Ktistakis, Emmanouil, Marias, Kostas, Tsiknakis, Manolis, Fotiadis, Dimitrios I.

“…Smart wearables are becoming an irreplaceable part of daily living by supporting their users to maintain or adopt healthier lifestyles and monitor their…”
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Gait and balance patterns related to Free-Walking and TUG tests in Parkinson's Disease based on plantar pressure data by Tsakanikas, Vassilis D., Dimopoulos, Dimitrios G., Tachos, Nikolaos S., Chatzaki, Chariklia, Skaramagkas, Vasileios, Christodoulakis, Georgios, Tsiknakis, Manolis, Fotiadis, Dimitrios I.

“…Continuous monitoring of patients with Parkinson's Disease (PD) is critical for their effective management, as early detection of improvement or degradation…”
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Exploring Artificial Intelligence methods for recognizing human activities in real time by exploiting inertial sensors by Boucharas, Dimitrios, Androutsos, Christos, Tachos, Nikolaos S., Tripolitit, Evanthia E., Manousos, Dimitrios, Skaramagkas, Vasileios, Ktistakis, Emmanouil, Tsiknakis, Manolis, Fotiadis, Dimitrios I.

“…The aim of this work is to present two different algorithmic pipelines for human activity recognition (HAR) in real time, exploiting inertial measurement unit…”
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