Vassilis D. Tsakanikas

ScholarGPS® ID: 68555677370168

Affiliation
University of Ioannina, Ioannina, Greece
Affiliation History

Field
Engineering and Computer Science
Discipline
Materials Science and Engineering
Top Specialties
Intravascular Ultrasound | Tomography | Ultrasound | Angiography | Common Carotid Artery
Metrics Summary
Publication Count
48
Predicted Citations
288
Predicted h-index
10
Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

  • Publications
  • Books
  • Patents
  • NIH/NSF
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Prediction of Stroke Risk Within 7-Years Follow Up Using Machine Learning Models* (conference)
Tsarapatsani, Konstantina-Helen | Sakellarios, Antonis | Tsakanikas, Vasilis D | Rudolf, Henrik | Trampisch, Hans J. | Pezoulas, Vasileios C. | Matsopoulos, George K. | Fotiadis, Dimitrios I.
2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology (2023)
Malta
10.1109/IEEECONF58974.2023.10404260
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Early Diagnosis of Carotid Artery Disease based on non-imaging data (conference)
Kigka, Vassiliki I. | Sakellarios, Antonis I. | Tsakanikas, Vassilis D. | Potsika, Vassiliki T. | Koncar, Igor | Fotiadis, Dimitrios I.
2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology (2023)
Malta
10.1109/IEEECONF58974.2023.10404873
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Machine Learning Models Predict Fatal Myocardial Infarction Within 10-Years Follow-Up Utilizing Explainable AI (conference)
Tsarapatsani, Konstantina-Helen | Sakellarios, Antonis | Tsakanikas, Vasilis D. | Kleber, Marcus | Marz, Winfried | Fotiadis, Dimitrios I.
2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE) (2023)
Dayton, OH, USA
10.1109/BIBE60311.2023.00059
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TAXINOMISIS: A cloud – based platform for risk profiling and patient specific management of the carotid artery disease (conference)
Tsakanikas, Vassilis D. | Siogkas, Panagiotis K. | Potsika, Vassiliki T. | Sakellarios, Antonis I. | Pleouras, Dimitris S. | Kigka, Vassiliki I. | Exarchos, Themis P. | Koncar, Igor B. | Fotiadis, Dimitrios I.
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2023)
Sydney, Australia
10.1109/EMBC40787.2023.10340947
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A Machine Learning Model for the prediction of the progression of carotid arterial stenoses (conference)
Siogkas, Panagiotis K. | Pleouras, Dimitrios S. | Tsakanikas, Vasilis D. | Potsika, Vassiliki T. | Tsiouris, Kostas M. | Sakellarios, Antonis | Karamouzi, Evdokia | Lagiou, Foteini | Charalampopoulos, George | Galyfos, George | ... | Fotiadis, Dimitrios I.
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2023)
Sydney, Australia
10.1109/EMBC40787.2023.10340383
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Machine Learning Models Predict the Need of Amputation and/or Peripheral Artery Revascularization in Hypertensive Patients Within 7-Years Follow-Up (conference)
Tsarapatsani, Konstantina | Sakellarios, Antonis I. | Tsakanikas, Vassilis D. | Trampisch, Hans J. | Rudolf, Henrik | Tachos, Nikolaos | Kleber, Marcus E. | März, Winfried | Fotiadis, Dimitrios I.
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2023)
Sydney, Australia
10.1109/EMBC40787.2023.10340447
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Enhancing risk prediction capabilities in patients with carotid artery disease using a 2-level computational approach (conference)
Siogkas, Panagiotis K. | Pleouras, Dimitrios S. | Tsakanikas, Vasilis D. | Mantzaris, Michalis D. | Potsika, Vassiliki T. | Sakellarios, Antonis | Charalampopoulos, George | Galyfos, George | Sigala, Fragiska | Fotiadis, Dimitrios I.
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2023)
Sydney, Australia
10.1109/EMBC40787.2023.10340085
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Accurate adventitia reconstruction; significant or not in atherosclerotic plaque growth simulationsƒ A comparative study (conference)
Pleouras, Dimitrios S. | Siogkas, Panagiotis K. | Tsakanikas, Vasilis D. | Mantzaris, Michalis D. | Potsika, Vassiliki T. | Sakellarios, Antonis | Sigala, Fragiska | Fotiadis, Dimitrios I.
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2023)
Sydney, Australia
10.1109/EMBC40787.2023.10340557
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Evaluating Gait Impairment in Parkinson’s Disease from Instrumented Insole and IMU Sensor Data (journal article)
Tsakanikas, Vassilis | Ntanis, Adamantios | Rigas, George | Androutsos, Christos | Boucharas, Dimitrios | Tachos, Nikolaos | Skaramagkas, Vasileios | Chatzaki, Chariklia | Kefalopoulou, Zinovia | Tsiknakis, Manolis | Fotiadis, Dimitrios
Sensors, volume 23, issue 8, pages 3902- (2023).
10.3390/s23083902
Cited by (6) | Cite | Source
Community Detection at scale (conference)
Kalogeras, Georgios | Tsakanikas, Vassilios | Ballas, Ioannis | Aggelopoulos, Vassilios | Tampakas, Vassilios
PCI 2022: 26th Pan-Hellenic Conference on Informatics (2022)
Athens Greece
10.1145/3575879.3575961
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Machine Learning Models to Predict Myocardial Infarction Within 10-Years Follow-up of Cardiovascular Disease Progression (conference)
Tsarapatsani, Konstantina-Helen | Sakellarios, Antonis | Pezoulas, Vasileios C. | Tsakanikas, Vasilis D. | Matsopoulos, George K. | Marz, Winfried | Kleber, Marcus | Fotiadis, Dimitrios I.
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (2022)
Ioannina, Greece
10.1109/BHI56158.2022.9926803
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MRI vs. US 3D computational models of carotid arteries: a proof-of-concept study (conference)
Siogkas, Panagiotis K. | Tsakanikas, Vassilis D | Sakellarios, Antonis I. | Potsika, Vassiliki T. | Galyfos, George | Sigala, Fragiska | Tomasevic, Smiljana | Djukic, Tijana | Filipovic, Nenad | Koncar, Igor | Fotiadis, Dimitrios I.
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (2022)
Ioannina, Greece
10.1109/BHI56158.2022.9926825
Cited by (1) | Cite | Source
Computational modeling of atherosclerotic plaque progression through an efficient 3D agent-based modeling approach (conference)
Tsompou, Panagiota I. | Potsika, Vassiliki T. | Petrovic, N. | Pezoulas, Vasileios C. | Siogkas, Panagiotis K. | Tsakanikas, Vassilis D. | Pleouras, Dimitrios S. | Papafaklis, Michael | Nikopoulos, Sotirios | Sakellarios, Antonis I. | Fotiadis, Dimitrios I.
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (2022)
Ioannina, Greece
10.1109/BHI56158.2022.9926888
Cited by (1) | Cite | Source
Patient-centered cardiac rehabilitation by AI-powered lifestyle intervention – the timely approach (journal article)
Schmitz, B. | Gatsios, D. | Peña-Gil, C. | Juanatey, J.R.G. | Prieto, D.C. | Tsakanikas, V. | Scharnagl, H. | Habibovic, M. | Schmidt, M. | Kleber, M.E. | ... | Bosch, J.
Atherosclerosis, volume 355 (2022).
10.1016/j.atherosclerosis.2022.06.959
Cited by (4) | Cite | Source
Machine Learning Models for Cardiovascular Disease Events Prediction (conference)
Tsarapatsani, Konstantina | Sakellarios, Antonis I. | Pezoulas, Vasileios C. | Tsakanikas, Vassilis D. | Kleber, Marcus E. | Marz, Winfried | Michalis, Lampros K. | Fotiadis, Dimitrios I.
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)
Glasgow, Scotland, United Kingdom
10.1109/EMBC48229.2022.9871121
Cited by (5) | Cite | Source
Emotional Models for the Estimation of Arousal and Pleasure in Older Adults During Balance Rehabilitation Training (conference)
Tsiouris, Kostas M. | Tsakanikas, Vassilios D. | Gatsios, Dimitrios | Pavlou, Marousa | Fotiadis, Dimitrios I.
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)
Glasgow, Scotland, United Kingdom
10.1109/EMBC48229.2022.9871660
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Detection of Asymptomatic Carotid Artery Stenosis through Machine Learning (conference)
Kigka, Vassiliki I. | Sakellarios, Antonis I. | Tsakanikas, Vassilis D. | Potsika, Vassiliki T. | Koncar, Igor | Fotiadis, Dimitrios I.
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)
Glasgow, Scotland, United Kingdom
10.1109/EMBC48229.2022.9870927
Cited by (3) | Cite | Source
Prediction of the atherosclerotic plaque development in carotid arteries; the effect of T-cells (conference)
Pleouras, Dimitrios S. | Mantzaris, Michalis D. | Siogkas, Panagiotis K. | Tsakanikas, Vasilis D. | Potsika, Vassiliki T. | Sakellarios, Antonis | Tsompou, Panagiota | Sigala, Fragiska | Fotiadis, Dimitrios I.
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)
Glasgow, Scotland, United Kingdom
10.1109/EMBC48229.2022.9871632
Cited by (4) | Cite | Source
Analysis of the sentiments of the participants in a clinical study to evaluate a balance rehabilitation intervention delivered by a Virtual Coach (conference)
Roumpi, Maria | Gatsios, Dimitrios | Tsakanikas, Vassilios D. | Tsiouris, Kostas M. | Georga, Eleni I. | Bamiou, Doris-Eva | Pavlou, Marousa | Nikitas, Christos | Kikidis, Dimitris | Walz, Isabelle | ... | Fotiadis, Dimitrios I.
2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON) (2022)
Palermo, Italy
10.1109/MELECON53508.2022.9842873
Cited by (1) | Cite | Source
Machine Learning Coronary Artery Disease Prediction Based on Imaging and Non-Imaging Data (journal article)
Kigka, Vassiliki I. | Georga, Eleni | Tsakanikas, Vassilis | Kyriakidis, Savvas | Tsompou, Panagiota | Siogkas, Panagiotis | Michalis, Lampros K. | Naka, Katerina K. | Neglia, Danilo | Rocchiccioli, Silvia | ... | Sakellarios, Antonis
Diagnostics, volume 12, issue 6, pages 1466- (2022).
10.3390/diagnostics12061466
Cited by (4) | Cite | Source