Personalized treatment for coronary artery disease patients: a machine learning approach
Bertsimas, Dimitris, Orfanoudaki, Agni, Weiner, Rory B.
Published in Health care management science (01.12.2020)
Published in Health care management science (01.12.2020)
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Journal Article
Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports
Ong, Charlene Jennifer, Orfanoudaki, Agni, Zhang, Rebecca, Caprasse, Francois Pierre M, Hutch, Meghan, Ma, Liang, Fard, Darian, Balogun, Oluwafemi, Miller, Matthew I, Minnig, Margaret, Saglam, Hanife, Prescott, Brenton, Greer, David M, Smirnakis, Stelios, Bertsimas, Dimitris, Peng, Yifan
Published in PloS one (19.06.2020)
Published in PloS one (19.06.2020)
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Journal Article
From predictions to prescriptions: A data-driven response to COVID-19
Bertsimas, Dimitris, Boussioux, Leonard, Cory-Wright, Ryan, Delarue, Arthur, Digalakis, Vassilis, Jacquillat, Alexandre, Kitane, Driss Lahlou, Lukin, Galit, Li, Michael, Mingardi, Luca, Nohadani, Omid, Orfanoudaki, Agni, Papalexopoulos, Theodore, Paskov, Ivan, Pauphilet, Jean, Lami, Omar Skali, Stellato, Bartolomeo, Bouardi, Hamza Tazi, Carballo, Kimberly Villalobos, Wiberg, Holly, Zeng, Cynthia
Published in Health care management science (01.06.2021)
Published in Health care management science (01.06.2021)
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Journal Article
Personalized prescription of ACEI/ARBs for hypertensive COVID-19 patients
Bertsimas, Dimitris, Borenstein, Alison, Mingardi, Luca, Nohadani, Omid, Orfanoudaki, Agni, Stellato, Bartolomeo, Wiberg, Holly, Sarin, Pankaj, Varelmann, Dirk J., Estrada, Vicente, Macaya, Carlos, Gil, Iván J. Núñez
Published in Health care management science (01.06.2021)
Published in Health care management science (01.06.2021)
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Journal Article
Abstract 1122‐000089: Characterization of Critical Sequelae in Ischemic Stroke Using Natural Language Processing
Miller, Matthew I, Orfanoudaki, Agni, Brush, Benjamin, Saglam, Hanife, Balogun, Oluwafemi, Tzalidi, Maria, Vasilopoulos, Kyriakos, Fanaropoulou, Georgia, Fanaropoulou, Nina, Cronin, Michael, Greer, David, Smirnakis, Stelios, Ong, Charlene
Published in Stroke: vascular and interventional neurology (01.11.2021)
Published in Stroke: vascular and interventional neurology (01.11.2021)
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Journal Article
Optimal survival trees
Bertsimas, Dimitris, Dunn, Jack, Gibson, Emma, Orfanoudaki, Agni
Published in Machine learning (01.08.2022)
Published in Machine learning (01.08.2022)
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Journal Article
Ensemble machine learning for personalized antihypertensive treatment
Bertsimas, Dimitris, Borenstein, Alison Rose Ann, Dauvin, Antonin, Orfanoudaki, Agni
Published in Naval research logistics (01.08.2022)
Published in Naval research logistics (01.08.2022)
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Journal Article
COVID-19 mortality risk assessment: An international multi-center study
Bertsimas, Dimitris, Lukin, Galit, Mingardi, Luca, Nohadani, Omid, Orfanoudaki, Agni, Stellato, Bartolomeo, Wiberg, Holly, Gonzalez-Garcia, Sara, Parra-Calderón, Carlos Luis, Robinson, Kenneth, Schneider, Michelle, Stein, Barry, Estirado, Alberto, A Beccara, Lia, Canino, Rosario, Dal Bello, Martina, Pezzetti, Federica, Pan, Angelo
Published in PloS one (09.12.2020)
Published in PloS one (09.12.2020)
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Journal Article
Machine learning models for mitral valve replacement: A comparative analysis with the Society of Thoracic Surgeons risk score
Orfanoudaki, Agni, Giannoutsou, Aikaterini, Hashim, Sabet, Bertsimas, Dimitris, Hagberg, Robert C.
Published in Journal of cardiac surgery (01.01.2022)
Published in Journal of cardiac surgery (01.01.2022)
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Journal Article
Improving Quality in Cardiothoracic Surgery: Exploiting the Untapped Potential of Machine Learning
Orfanoudaki, Agni, Dearani, Joseph A., Shahian, David M., Badhwar, Vinay, Fernandez, Felix, Habib, Robert, Bowdish, Michael E., Bertsimas, Dimitris
Published in The Annals of thoracic surgery (01.12.2022)
Published in The Annals of thoracic surgery (01.12.2022)
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Journal Article
Abstract 153: Novel Machine Learning Proves Stroke Risk is Not Linear
Orfanoudaki, Agni, Nouh, Amre M, Chesley, Emma, Cadisch, Christian, Stein, Barry, Alberts, Mark, Bertsimas, Dimitris
Published in Stroke (1970) (01.02.2020)
Published in Stroke (1970) (01.02.2020)
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Journal Article
Diabetes mellitus and blood glucose variability increases the 30-day readmission rate after kidney transplantation
Orfanoudaki, Agni, Cook, Curtiss B, Saghafian, Soroush, Castro, Janna, Kosiorek, Heidi E, Chakkera, Harini A
Published in Clinical transplantation (01.01.2024)
Published in Clinical transplantation (01.01.2024)
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Journal Article
Natural Language Processing of Radiology Reports to Detect Complications of Ischemic Stroke
Miller, Matthew I., Orfanoudaki, Agni, Cronin, Michael, Saglam, Hanife, So Yeon Kim, Ivy, Balogun, Oluwafemi, Tzalidi, Maria, Vasilopoulos, Kyriakos, Fanaropoulou, Georgia, Fanaropoulou, Nina M., Kalin, Jack, Hutch, Meghan, Prescott, Brenton R., Brush, Benjamin, Benjamin, Emelia J., Shin, Min, Mian, Asim, Greer, David M., Smirnakis, Stelios M., Ong, Charlene J.
Published in Neurocritical care (01.08.2022)
Published in Neurocritical care (01.08.2022)
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Journal Article
Abstract 11213: Personalized Treatment for Coronary Artery Disease: A Machine Learning Approach
Bertsimas, Dimitris, Orfanoudaki, Agni, Weiner, Rory B
Published in Circulation (New York, N.Y.) (06.11.2018)
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Published in Circulation (New York, N.Y.) (06.11.2018)
Journal Article
Local Causal Discovery for Structural Evidence of Direct Discrimination
Maasch, Jacqueline, Gan, Kyra, Chen, Violet, Orfanoudaki, Agni, Akpinar, Nil-Jana, Wang, Fei
Year of Publication 23.05.2024
Year of Publication 23.05.2024
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Journal Article