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COLET: A dataset for COgnitive workLoad estimation based on eye-tracking.
Ktistakis E, Skaramagkas V, Manousos D, Tachos NS, Tripoliti E, Fotiadis DI, Tsiknakis M. Ktistakis E, et al. Among authors: tachos ns. Comput Methods Programs Biomed. 2022 Sep;224:106989. doi: 10.1016/j.cmpb.2022.106989. Epub 2022 Jul 3. Comput Methods Programs Biomed. 2022. PMID: 35870415 Free article.
In silico assessment of the effects of material on stent deployment.
Karanasiou GS, Tachos NS, Sakellarios A, Michalis LK, Conway C, Edelman ER, Fotiadis DI. Karanasiou GS, et al. Among authors: tachos ns. Proc IEEE Int Symp Bioinformatics Bioeng. 2017 Oct;2017:462-467. doi: 10.1109/BIBE.2017.00-11. Epub 2018 Jan 11. Proc IEEE Int Symp Bioinformatics Bioeng. 2017. PMID: 30079407 Free PMC article.
A Machine Learning Approach for the Prediction of the Progression of Cardiovascular Disease based on Clinical and Non-Invasive Imaging Data.
Kigka VI, Georga EI, Sakellarios AI, Tachos NS, Andrikos I, Tsompou P, Rocchiccioli S, Pelosi G, Parodi O, Michalis LK, Fotiadis DI. Kigka VI, et al. Among authors: tachos ns. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:6108-6111. doi: 10.1109/EMBC.2018.8513620. Annu Int Conf IEEE Eng Med Biol Soc. 2018. PMID: 30441728
Review of Eye Tracking Metrics Involved in Emotional and Cognitive Processes.
Skaramagkas V, Giannakakis G, Ktistakis E, Manousos D, Karatzanis I, Tachos N, Tripoliti E, Marias K, Fotiadis DI, Tsiknakis M. Skaramagkas V, et al. IEEE Rev Biomed Eng. 2023;16:260-277. doi: 10.1109/RBME.2021.3066072. Epub 2023 Jan 5. IEEE Rev Biomed Eng. 2023. PMID: 33729950 Review.
A computational pipeline for data augmentation towards the improvement of disease classification and risk stratification models: A case study in two clinical domains.
Pezoulas VC, Grigoriadis GI, Gkois G, Tachos NS, Smole T, Bosnić Z, Pičulin M, Olivotto I, Barlocco F, Robnik-Šikonja M, Jakovljevic DG, Goules A, Tzioufas AG, Fotiadis DI. Pezoulas VC, et al. Among authors: tachos ns. Comput Biol Med. 2021 Jul;134:104520. doi: 10.1016/j.compbiomed.2021.104520. Epub 2021 Jun 6. Comput Biol Med. 2021. PMID: 34118751 Free article.
A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy.
Smole T, Žunkovič B, Pičulin M, Kokalj E, Robnik-Šikonja M, Kukar M, Fotiadis DI, Pezoulas VC, Tachos NS, Barlocco F, Mazzarotto F, Popović D, Maier L, Velicki L, MacGowan GA, Olivotto I, Filipović N, Jakovljević DG, Bosnić Z. Smole T, et al. Among authors: tachos ns. Comput Biol Med. 2021 Aug;135:104648. doi: 10.1016/j.compbiomed.2021.104648. Epub 2021 Jul 12. Comput Biol Med. 2021. PMID: 34280775 Free article.
41 results