Federated learning of predictive models from federated Electronic Health Records
Brisimi, Theodora S., Chen, Ruidi, Mela, Theofanie, Olshevsky, Alex, Paschalidis, Ioannis Ch, Shi, Wei
Published in International journal of medical informatics (Shannon, Ireland) (01.04.2018)
Published in International journal of medical informatics (Shannon, Ireland) (01.04.2018)
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Focused grid-based resampling for protein docking and mapping
Mamonov, Artem B., Moghadasi, Mohammad, Mirzaei, Hanieh, Zarbafian, Shahrooz, Grove, Laurie E., Bohnuud, Tanggis, Vakili, Pirooz, Ch. Paschalidis, Ioannis, Vajda, Sandor, Kozakov, Dima
Published in Journal of computational chemistry (30.04.2016)
Published in Journal of computational chemistry (30.04.2016)
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The impact of payer status on hospital admissions: evidence from an academic medical center
Zhao, Yanying, Paschalidis, Ioannis Ch, Hu, Jianqiang
Published in BMC health services research (07.09.2021)
Published in BMC health services research (07.09.2021)
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The Importance of Agricultural Land Used in the Production of Agricultural Products in Greece
Paschalidis, Ch D, Petropoulos, D P, Ch, Paschalidis D, Sotiropoulos, S S, Chamurliev, G O, Papakonstantinou, L D
Published in Journal of Statistical and Econometric Methods (01.01.2021)
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Published in Journal of Statistical and Econometric Methods (01.01.2021)
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Early prediction of level-of-care requirements in patients with COVID-19
Hao, Boran, Sotudian, Shahabeddin, Wang, Taiyao, Xu, Tingting, Hu, Yang, Gaitanidis, Apostolos, Breen, Kerry, Velmahos, George C, Paschalidis, Ioannis Ch
Published in eLife (12.10.2020)
Published in eLife (12.10.2020)
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Journal Article
Achieving reliability and high accuracy in automated protein docking: Cluspro, PIPER, SDU, and stability analysis in CAPRI rounds 13-19
Kozakov, Dima, Hall, David R., Beglov, Dmitri, Brenke, Ryan, Comeau, Stephen R., Shen, Yang, Li, Keyong, Zheng, Jiefu, Vakili, Pirooz, Paschalidis, Ioannis Ch, Vajda, Sandor
Published in Proteins, structure, function, and bioinformatics (15.11.2010)
Published in Proteins, structure, function, and bioinformatics (15.11.2010)
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Prescriptive analytics for reducing 30-day hospital readmissions after general surgery
Bertsimas, Dimitris, Li, Michael Lingzhi, Paschalidis, Ioannis Ch, Wang, Taiyao
Published in PloS one (09.09.2020)
Published in PloS one (09.09.2020)
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Asymptotically Optimal Transmission Policies for Large-Scale Low-Power Wireless Sensor Networks
Paschalidis, I.Ch, Wei Lai, Starobinski, D.
Published in IEEE/ACM transactions on networking (01.02.2007)
Published in IEEE/ACM transactions on networking (01.02.2007)
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Journal Article
Learning from animals: How to Navigate Complex Terrains
Zhu, Henghui, Liu, Hao, Ataei, Armin, Munk, Yonatan, Daniel, Thomas, Paschalidis, Ioannis Ch
Published in PLoS computational biology (01.01.2020)
Published in PLoS computational biology (01.01.2020)
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Predicting polycystic ovary syndrome with machine learning algorithms from electronic health records
Zad, Zahra, Jiang, Victoria S, Wolf, Amber T, Wang, Taiyao, Cheng, J Jojo, Paschalidis, Ioannis Ch, Mahalingaiah, Shruthi
Published in Frontiers in endocrinology (Lausanne) (2024)
Published in Frontiers in endocrinology (Lausanne) (2024)
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Improved prediction of MHC-peptide binding using protein language models
Hashemi, Nasser, Hao, Boran, Ignatov, Mikhail, Paschalidis, Ioannis Ch, Vakili, Pirooz, Vajda, Sandor, Kozakov, Dima
Published in Frontiers in bioinformatics (17.08.2023)
Published in Frontiers in bioinformatics (17.08.2023)
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Attention hybrid variational net for accelerated MRI reconstruction
Shen, Guoyao, Hao, Boran, Li, Mengyu, Farris, Chad W., Paschalidis, Ioannis Ch, Anderson, Stephan W., Zhang, Xin
Published in APL machine learning (01.12.2023)
Published in APL machine learning (01.12.2023)
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