Zobrazeno 1 - 10 of 44 pro vyhledávání: '"Fanis G. Kalatzis"'
1
Overcoming the Barriers That Obscure the Interlinking and Analysis of Clinical Data Through Harmonization and Incremental Learning
Autor: Salvatore De Vita, Fanis G. Kalatzis, Themis P. Exarchos, E. Zampeli, Dimitrios I. Fotiadis, Konstantina Kourou, Andreas V. Goules, Fotini N. Skopouli, Saviana Gandolfo, Chiara Baldini, Athanasios G. Tzioufas, Vasileios C. Pezoulas
Publikováno v: IEEE Open Journal of Engineering in Medicine and Biology, Vol 1, Pp 83-90 (2020)
Goal: To present a framework for data sharing, curation, harmonization and federated data analytics to solve open issues in healthcare, such as, the development of robust disease prediction models. Methods: Data curation is applied to remove data inc
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e3a58a60f0cc7a8e03007c831b4bfcdd
https://doi.org/10.1109/ojemb.2020.2981258
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2
Dealing with Open Issues and Unmet Needs in Healthcare Through Ontology Matching and Federated Learning
Autor: Salvatore De Vita, Athanasios G. Tzioufas, Saviana Gandolfo, Vasileios C. Pezoulas, Themis P. Exarchos, Dimitrios I. Fotiadis, Fanis G. Kalatzis, E. Zampeli, Andreas V. Goules, Fotini N. Skopouli
Publikováno v: 8th European Medical and Biological Engineering Conference ISBN: 9783030646097
IFMBE Proceedings
IFMBE Proceedings-8th European Medical and Biological Engineering Conference
Open issues and unmet needs in healthcare include the enhancement of the statistical power of the clinical outcomes along with the development of prediction models for effective disease management, the detection of prominent factors for disease progr
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a80b179bcb357b881334e770c9cdaadd
http://hdl.handle.net/11390/1196047
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3
Medical data quality assessment: On the development of an automated framework for medical data curation
Autor: Fotini N. Skopouli, Themis P. Exarchos, Saviana Gandolfo, Dimitrios I. Fotiadis, Aliki Venetsanopoulou, Konstantina Kourou, Salvatore De Vita, E. Zampeli, Vasileios C. Pezoulas, Fanis G. Kalatzis, Athanasios G. Tzioufas
Publikováno v: Computers in Biology and Medicine
Data quality assessment has gained attention in the recent years since more and more companies and medical centers are highlighting the importance of an automated framework to effectively manage the quality of their big data. Data cleaning, also know
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0cc9316e41ed74bd863cd02d0be13aca
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5
Predicting adherence of patients with HF through machine learning techniques
Autor: Aris Bechlioulis, Evanthia E. Tripoliti, Abdelhamid Errachid, Theofilos G. Papadopoulos, Georgia S. Karanasiou, D.I. Fotiadis, Yorgos Goletsis, Katerina K. Naka, Fanis G. Kalatzis
Publikováno v: Healthcare Technology Letters
Healthcare Technology Letters, 2016, 3 (3), pp.165-170. ⟨10.1049/htl.2016.0041⟩
Healthcare Technology Letters, The Institution of Engineering and Technology, 2016, 3 (3), pp.165-170. ⟨10.1049/htl.2016.0041⟩
International audience; Heart failure (HF) is a chronic disease characterised by poor quality of life, recurrent hospitalisation and high mortality. Adherence of patient to treatment suggested by the experts has been proven a significant deterrent of
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6bcc3064b9190e25b510a8fb244fb04b
https://doi.org/10.1049/htl.2016.0041
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6
HEARTEN KMS - A knowledge management system targeting the management of patients with heart failure
Autor: Yorgos Goletsis, Evanthia E. Tripoliti, Georgia S. Karanasiou, Dimitrios I. Fotiadis, Fanis G. Kalatzis, Katerina K. Naka, Aris Bechlioulis
Publikováno v: Journal of biomedical informatics. 94
The aim of this work is to present the HEARTEN Knowledge Management System, one of the core modules of the HEARTEN platform. The HEARTEN platform is an mHealth collaborative environment enabling the Heart Failure patients to self-manage the disease a
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::570d77a8c0c5c94319deb1bff1d47fd8
https://pubmed.ncbi.nlm.nih.gov/31071455
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8
A generalized methodology for the gridding of microarray images with rectangular or hexagonal grid
Autor: Dimitrios I. Fotiadis, Fanis G. Kalatzis, Nikolaos Giannakeas, Markos G. Tsipouras
Publikováno v: Signal, Image and Video Processing. 10:719-728
Microarrays provide a simple way to measure the level of hybridization of known probes of interest with one or more samples under different conditions. The rapid development of microarray technology requires the implementation of smart and flexible a
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::f2c11e3749995c844e623ba460289b8c
https://doi.org/10.1007/s11760-015-0800-6
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10
The Evolution of mHealth Solutions for Heart Failure Management
Autor: Evanthia E, Tripoliti, Georgia S, Karanasiou, Fanis G, Kalatzis, Katerina K, Naka, Dimitrios I, Fotiadis
Publikováno v: Advances in experimental medicine and biology. 1067
In the last decade, the uptake of information and communication technologies and the advent of mobile internet resulted in improved connectivity and penetrated different fields of application. In particular, the adoption of the mobile devices is expe
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::cfb00049f291b6c91a4f85c94016fe26
https://pubmed.ncbi.nlm.nih.gov/28980271
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