The Role of Baroreflex Sensitivity in Acute Hypotensive Episodes Prediction in the Intensive Care Unit von Angelotti, G., Morandini, P., Mark, Roger G, Barbieri, R., Lehman, Li-Wei

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Machine Learning for Pulmonary and Critical Care Medicine: A Narrative Review von Mlodzinski, Eric, Stone, David J, Celi, Leo A

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Post-extrasystolic characteristics in the arterial blood pressure waveform are associated with right ventricular dysfunction in intensive care patients von Vistisen, Simon T, Moody, Benjamin, Celi, Leo A, Chen, Christina

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Applying machine learning to continuously monitored physiological data von Rush, Barret, Celi, Leo A, Stone, David J

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Predicting vital sign deterioration with artificial intelligence or machine learning von Vistisen, Simon T, Johnson, Alistair Edward William, Scheeren, Thomas W L

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Circadian rhythm in critically ill patients: Insights from the eICU Database von Beyer, Sebastian E., Salgado, Catia, Garçao, Ines, Celi, Leo Anthony G., Vieira, Susana

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Varying association of laboratory values with reference ranges and outcomes in critically ill patients: an analysis of data from five databases in four countries across Asia, Europ... von Xu, Haoran, Agha-Mir-Salim, Louis, O’Brien, Zachary, Huang, Dora C, Li, Peiyao, Gómez, Josep, Liu, Xiaoli, Liu, Tongbo, Yeung, Wesley, Thoral, Patrick, Elbers, Paul, Zhang, Zhengbo, Saera, María Bodí, Celi, Leo Anthony

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Understanding critically ill sepsis patients with normal serum lactate levels: results from U.S. and European ICU cohorts von Sauer, Christopher M., Gómez, Josep, Botella, Manuel Ruiz, Ziehr, David R., Oldham, William M., Gavidia, Giovana, Rodríguez, Alejandro, Elbers, Paul, Girbes, Armand, Bodi, Maria, Celi, Leo Anthony

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Predicting hypoglycemia in critically Ill patients using machine learning and electronic health records von Mantena, Sreekar, Arévalo, Aldo R., Maley, Jason H., da Silva Vieira, Susana M., Mateo-Collado, Roselyn, da Costa Sousa, João M., Celi, Leo A.

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Deidentification of free-text medical records using pre-trained bidirectional transformers von Johnson, Alistair, Bulgarelli, Lucas, Pollard, Tom

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Sociodemographic disparities in ophthalmological clinical trials von Nakayama, Luis Filipe, Mitchell, William Greig, Shapiro, Skyler, Santiago, Alvina Pauline D., Phanphruk, Warachaya, Kalua, Khumbo, Celi, Leo Anthony, Regatieri, Caio Vinicius Saito

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Impact of macrolide treatment on long-term mortality in patients admitted to the ICU due to CAP: a targeted maximum likelihood estimation and survival analysis von Reyes, Luis F., Garcia, Esteban, Ibáñez-Prada, Elsa D., Serrano-Mayorga, Cristian C., Fuentes, Yuli V., Rodríguez, Alejandro, Moreno, Gerard, Bastidas, Alirio, Gómez, Josep, Gonzalez, Angélica, Frei, Christopher R., Celi, Leo A., Martin-Loeches, Ignacio, Waterer, Grant

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Disparities in Receipt of Mental Health Services and Mental Distress Among Patients with Chronic Obstructive Pulmonary Disease von Patel, Tej A., Jain, Bhav, Eala, Michelle A. B., Manlongat, Katherine D., Vapiwala, Neha, Celi, Leo A., Dee, Edward C.

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Fairness and generalizability of OCT normative databases: a comparative analysis von Nakayama, Luis F., Zago Ribeiro, Lucas, de Oliveira, Juliana A. E., de Matos, João C. R. G., Mitchell, William G., Malerbi, Fernando K., Celi, Leo A., Regatieri, Caio V. S.

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Bacterial endophthalmitis following anti-VEGF intravitreal injections: a retrospective case series von Bergamo, Vinicius C., Nakayama, Luis F., Moraes, Nilva S. B. D., Yu, Maria C. Z., Höfling-Lima, Ana L., Maia, Maurício

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Exploring disease axes as an alternative to distinct clusters for characterizing sepsis heterogeneity von Zhang, Zhongheng, Chen, Lin, Liu, Xiaoli, Yang, Jie, Huang, Jiajie, Yang, Qiling, Hu, Qichao, Jin, Ketao, Celi, Leo A., Hong, Yucai

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Digital Education for the Deployment of Artificial Intelligence in Health Care von Malerbi, Fernando Korn, Nakayama, Luis Filipe, Gayle Dychiao, Robyn, Zago Ribeiro, Lucas, Villanueva, Cleva, Celi, Leo Anthony, Regatieri, Caio Vinicius

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Delivering on NIH data sharing requirements: avoiding Open Data in Appearance Only von Watson, Hope, Gallifant, Jack, Lai, Yuan, Radunsky, Alexander P., Villanueva, Cleva, Martinez, Nicole, Gichoya, Judy, Huynh, Uyen Kim, Celi, Leo Anthony

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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The Digital Divide in Brazil and Barriers to Telehealth and Equal Digital Health Care: Analysis of Internet Access Using Publicly Available Data von Nakayama, Luis Filipe, Binotti, William Warr, Link Woite, Naira, Fernandes, Chrystinne Oliveira, Alfonso, Pia Gabrielle, Celi, Leo Anthony, Regatieri, Caio Vinicius

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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Fairness and generalisability in deep learning of retinopathy of prematurity screening algorithms: a literature review von Nakayama, Luis Filipe, Mitchell, William Greig, Ribeiro, Lucas Zago, Dychiao, Robyn Gayle, Phanphruk, Warachaya, Celi, Leo Anthony, Kalua, Khumbo, Santiago, Alvina Pauline Dy, Regatieri, Caio Vinicius Saito, Moraes, Nilva Simeren Bueno

Weitere Verfasser: “… Harvard--MIT Program in Health Sciences and Technology. Laboratory for Computational Physiology …”
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