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Sakellarios, Antonis I.
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1

Predicting early-stage coronary artery disease using machin..:

Koloi, Angela ; Loukas, Vasileios S ; Hourican, Cillian...
European Heart Journal - Digital Health.  , 2024
Link: https://doi.org/10.1093/..
 
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2

An All-in-One Tool for 2D Atherosclerotic Disease Assessmen..:

Kyriakidis, Savvas ; Rigas, George ; Kigka, Vassiliki...
Journal of Cardiovascular Development and Disease.  10 (2023)  3 - p. 130 , 2023
Link: https://doi.org/10.3390/..
 
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3

Synergistic-based Feature Selection for Online Learning wit..:

, In: 2023 IEEE Conference on Artificial Intelligence (CAI),
Tassi, Stavroula C. ; Zaridis, Dimitrios I. ; Fotiadis, Dimitrios I.. - p. 141-142 , 2023
Link: https://doi.org/10.1109/..
 
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4

Early Diagnosis of Carotid Artery Disease based on non-imag..:

, In: 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology,
Kigka, Vassiliki I. ; Sakellarios, Antonis I. ; Tsakanikas, Vassilis D.... - p. 129-130 , 2023
Link: https://doi.org/10.1109/..
 
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5

Cleverballoon: An integrated approach for developing a drug..:

, In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC),
Karanasiou, Georgia S. ; Loukas, Vasileios S. ; Siogkas, Panos... - p. 1-4 , 2023
Link: https://doi.org/10.1109/..
 
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6

Multiscale modelling in biomedical engineering 

IEEE Press series in biomedical engineering, 31
Fotiadis, Dimitrios Ioannou ; Sakellarios, Antonis I ; Potsika, Vassiliki T , 2023
Link: https://onlinelibrary.wi..
 
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7

TAXINOMISIS: A cloud – based platform for risk profiling an..:

, In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC),
Tsakanikas, Vassilis D. ; Siogkas, Panagiotis K. ; Potsika, Vassiliki T.... - p. 1-4 , 2023
Link: https://doi.org/10.1109/..
 
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8

Machine Learning Models Predict the Need of Amputation and/..:

, In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC),
Tsarapatsani, Konstantina ; Sakellarios, Antonis I. ; Tsakanikas, Vassilis D.... - p. 1-4 , 2023
Link: https://doi.org/10.1109/..
 
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9

Gaussian Process-based Active Learning for Efficient Cardio..:

, In: 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM),
Tassi, Stavroula C. ; Polyzos, Konstantinos D. ; Fotiadis, Dimitrios I.. - p. 3188-3193 , 2023
Link: https://doi.org/10.1109/..
 
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10

Graph-guided Gaussian Process-based Diagnosis of CVD Severi..:

, In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC),
Tassi, Stavroula ; Kigka, Vassiliki ; Siogkas, Panagiotis... - p. 1-4 , 2023
Link: https://doi.org/10.1109/..
 
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11

Detection of Asymptomatic Carotid Artery Stenosis through M..:

, In: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC),
Kigka, Vassiliki I. ; Sakellarios, Antonis I. ; Tsakanikas, Vassilis D.... - p. 1041-1044 , 2022
Link: https://doi.org/10.1109/..
 
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12

Metabolomics in the prediction of prodromal stages of carot..:

, In: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI),
Pezoulas, Vasileios ; Mishra, Pashupati P. ; Raitakari, Olli T.... - p. 1-4 , 2022
Link: https://doi.org/10.1109/..
 
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13

Segmentation of left atrium using CT images and a deep lear..:

, In: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC),
Grigoriadis, Grigoris I ; Zaridis, Dimitrios ; Pezoulas, Vaseilios C.... - p. 3839-3842 , 2022
Link: https://doi.org/10.1109/..
 
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14

Computational modeling of atherosclerotic plaque progressio..:

, In: 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI),
Tsompou, Panagiota I. ; Potsika, Vassiliki T. ; Petrovic, N.... - p. 01-04 , 2022
Link: https://doi.org/10.1109/..
 
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15

Machine Learning Models for Cardiovascular Disease Events P..:

, In: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC),
Tsarapatsani, Konstantina ; Sakellarios, Antonis I. ; Pezoulas, Vasileios C.... - p. 1066-1069 , 2022
Link: https://doi.org/10.1109/..
 
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