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The last 5 uploaded publications
Genetic 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 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 agoPre-transplant and transplant parameters predict long-term survival after hematopoietic cell transplantation using machine learning
Panagiotis G. Asteris, Amir Gandomi, Danial Jahed Armaghani, Ahmed Salih Mohammed, Zoi Bousiou, Ioannis Batsis, Nikolaos Spyridis, Georgios Karavalakis, Anna Vardi, Evangelia Yannaki, Leonidas Triantafyllidis, Evangelos I. Koutras, Nikos Zygouris, Georgios A Drosopoulos, Nikolaos A. Fountas, Nikolaos M. Vaxevanidis, Abidhan Bardhan, Pijush Samui, George D. Hatzigeorgiou, Jian Zhou, Konstantina V Leontari, Paschalis Evangelidis, Ioanna Sakellari, Eleni Gavriilaki (2025). Pre-transplant and transplant parameters predict long-term survival after hematopoietic cell transplantation using machine learning. Transplant Immunology, pp. 102211-102211, DOI: 10.1016/j.trim.2025.102211.
Article170 days agoLong-Term Safety and Efficacy of Autologous Hematopoietic Cell Transplantation for Patients with Progressive Systemic Sclerosis
Eleni Gavriilaki, Despina Mallouri, Ioannis Batsis, Zoi Bousiou, Anna Vardi, Nikolaos Spyridis, Georgios Karavalakis, Alkistis Panteliadou, Panagiotis Dolgyras, Christos Varelas, Vlasios I. Alevizopoulos, Panagiotis Asteris, Panayiotis G. Vlachoyiannopoulos, Evangelia Yannaki, Damianos Sotiropoulos, Ioanna Sakellari (2024). Long-Term Safety and Efficacy of Autologous Hematopoietic Cell Transplantation for Patients with Progressive Systemic Sclerosis. , 144(Supplement 1), DOI: https://doi.org/10.1182/blood-2024-199262.
Article117 days ago