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The last 5 uploaded publications
Analysis and Prediction of COVID-19 Using SIR, SEIQR, and Machine Learning Models: Australia, Italy, and UK Cases
Iman Rahimi, Amir Gandomi, Panagiotis G. Asteris, Chen Fang (2021). Analysis and Prediction of COVID-19 Using SIR, SEIQR, and Machine Learning Models: Australia, Italy, and UK Cases. Information, 12(3), pp. 109-109, DOI: 10.3390/info12030109.
Article170 days agoGenetic prediction of ICU hospitalization and mortality in COVID‐19 patients using artificial neural networks
Panagiotis G. Asteris, Eleni Gavriilaki, Tasoula Touloumenidou, Evaggelia‐Evdoxia Koravou, Maria Koutra, Penelope Georgia Papayanni, Alexandros Pouleres, Vassiliki Karali, Minas E. Lemonis, Anna Mamou, Athanasia D. Skentou, Apostolia Papalexandri, Christos Varelas, Fani Chatzopoulou, Maria Chatzidimitriou, Dimitrios Chatzidimitriou, Anastasia Veleni, Evdoxia Rapti, Ioannis Kioumis, Evangelos Kaimakamis, Milly Bitzani, Dimitrios T. Boumpas, Argyris Tsantes, Damianos Sotiropoulos, Αναστασία Παπαδοπούλου, Ioannis Kalantzis, Lydia A. Vallianatou, Danial Jahed Armaghani, Liborio Cavaleri, Amir Gandomi, Mohsen Hajihassani, Mahdi Hasanipanah, Mohammadreza Koopialipoor, Paulo B. Lourénço, Pijush Samui, Jian Zhou, Ioanna Sakellari, Serena Valsami, Marianna Politou, Styliani Kokoris, Αchilles Anagnostopoulos (2022). Genetic prediction of ICU hospitalization and mortality in COVID‐19 patients using artificial neural networks. Journal of Cellular and Molecular Medicine, 26(5), pp. 1445-1455, DOI: 10.1111/jcmm.17098.
Article170 days agoGenetic justification of <scp>COVID</scp>‐19 patient outcomes using <scp>DERGA</scp>, a novel data ensemble refinement greedy algorithm
Panagiotis G. Asteris, Amir Gandomi, Danial Jahed Armaghani, Markos Z. Tsoukalas, Eleni Gavriilaki, Gloria F. Gerber, Gerasimos Konstantakatos, Athanasia D. Skentou, Leonidas Triantafyllidis, Nikolaos Kotsiou, Evan M. Braunstein, Hang Chen, Robert A. Brodsky, Tasoula Touloumenidou, Ioanna Sakellari, Nizar Faisal Alkayem, Abidhan Bardhan, Maosen Cao, Liborio Cavaleri, Antonio Formisano, Deniz Güney, Mahdi Hasanipanah, Manoj Khandelwal, Ahmed Salih Mohammed, Pijush Samui, Jian Zhou, Evangelos Terpos, Meletios Α. Dimopoulos (2024). Genetic justification of <scp>COVID</scp>‐19 patient outcomes using <scp>DERGA</scp>, a novel data ensemble refinement greedy algorithm. Journal of Cellular and Molecular Medicine, 28(4), DOI: 10.1111/jcmm.18105.
Article170 days agoPrognosis of COVID-19 severity using DERGA, a novel machine learning algorithm
Panagiotis G. Asteris, Amir Gandomi, Danial Jahed Armaghani, Styliani Kokoris, Anastasia T Papandreadi, Anna Roumelioti, Stefanos Papanikolaou, Markos Z. Tsoukalas, Leonidas Triantafyllidis, Evangelos I. Koutras, Abidhan Bardhan, Ahmed Salih Mohammed, Hosein Naderpour, Satish Paudel, Pijush Samui, Ioannis Ntanasis‐Stathopoulos, Meletios Α. Dimopoulos, Evangelos Terpos (2024). Prognosis of COVID-19 severity using DERGA, a novel machine learning algorithm. European Journal of Internal Medicine, 125, pp. 67-73, DOI: 10.1016/j.ejim.2024.02.037.
Article170 days agoRevealing the nature of cardiovascular disease using DERGA, a novel data ensemble refinement greedy algorithm
Panagiotis G. Asteris, Eleni Gavriilaki, Polydoros N. Kampaktsis, Amir Gandomi, Danial Jahed Armaghani, Markos Z. Tsoukalas, Dimitrios V. Avgerinos, Savvas Grigoriadis, Nikolaos Kotsiou, E. Yannaki, Anastasios Drougkas, Abidhan Bardhan, Liborio Cavaleri, Antonio Formisano, Ahmed Salih Mohammed, Bhatawdekar Ramesh Murlidhar, Satish Paudel, Pijush Samui, Jian Zhou, Pantelis Sarafidis, Agostino Virdis, Εugenia Gkaliagkousi (2024). Revealing the nature of cardiovascular disease using DERGA, a novel data ensemble refinement greedy algorithm. International Journal of Cardiology, 412, pp. 132339-132339, DOI: 10.1016/j.ijcard.2024.132339.
Article170 days ago