Augmented Curation of Unstructured Clinical Notes from a Massive EHR System Reveals Specific Phenotypic Signature of Impending COVID-19 Diagnosis

Autor: Shweta, FNU, Murugadoss, Karthik, Awasthi, Samir, Venkatakrishnan, AJ, Puranik, Arjun, Kang, Martin, Pickering, Brian W., O'Horo, John C., Bauer, Philippe R., Razonable, Raymund R., Vergidis, Paschalis, Temesgen, Zelalem, Rizza, Stacey, Mahmood, Maryam, Wilson, Walter R., Challener, Douglas, Anand, Praveen, Liebers, Matt, Doctor, Zainab, Silvert, Eli, Solomon, Hugo, Wagner, Tyler, Gores, Gregory J., Williams, Amy W., Halamka, John, Soundararajan, Venky, Badley, Andrew D.

Understanding the temporal dynamics of COVID-19 patient phenotypes is necessary to derive fine-grained resolution of pathophysiology. Here we use state-of-the-art deep neural networks over an institution-wide machine intelligence platform for the aug

Externí odkaz: http://arxiv.org/abs/2004.09338

Characteristics, Treatment Patterns, and Clinical Outcomes After Heart Failure Hospitalizations During the COVID-19 Pandemic, March to October 2020

Autor: Yousufuddin, Mohammed, Yamani, Mohamad H., Kashani, Kianoush B., Zhu, Ye, Wang, Zhen, Seshadri, Ashok, Blocker, Katherine R., Peters, Jessica L., Doss, Jewell M., Karam, Dhauna, Khandelwal, Kanika, Sharma, Umesh M., Dudenkov, Daniel V., Mehmood, Tahir, Pagali, Sandeep R., Nanda, Sanjeev, Abdalrhim, Ahmed D., Cummings, Nichole, Dugani, Sagar B., Smerina, Michael, Prokop, Larry J., Keenan, Lawrence R., Bhagra, Sumit, Jahangir, Arshad, Bauer, Philippe R., Fonarow, Gregg C., Murad, Mohammad Hassan

Publikováno v: In Mayo Clinic Proceedings January 2023 98(1):31-47

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Geoeconomic variations in epidemiology, ventilation management, and outcomes in invasively ventilated intensive care unit patients without acute respiratory distress syndrome: a pooled analysis of four observational studies

Autor: Martinez, Amadeu, Leal, Livia, Jorge Pereira, Antonio, de Oliveira Maia, Marcelo, Neto, Josè Aires, Piras, Claudio, Caser, Eliana Bernadete, Moreira, Cora Lavigne, Braga Gusman, Pablo, Dalcomune, Dyanne Moysés, Ribeiro de Carvalho, Alexandre Guilherme, Gondim, Louise Aline Romão, Castelo Branco Reis, Lívia Mariane, da Cunha Ribeiro, Daniel, de Assis Simões, Leonardo, Campos, Rafaela Siqueira, Fernandez Versiani dos Anjos, José Carlos, Bruzzi Carvalho, Frederico, Alves, Rossine Ambrosio, Nunes, Lilian Batista, Réa-Neto, Álvaro, de Oliveira, Mirella Cristine, Tannous, Luana, Cardoso Gomes, Brenno, Rodriguez, Fernando Borges, Abelha, Priscila, Lugarinho, Marcelo E, Japiassu, Andre, de Melo, Hélder Konrad, Lopes, Elton Afonso, Varaschin, Pedro, de Souza Dantas, Vicente Cés, Freitas Knibel, Marcos, Ponte, Micheli, de Azambuja Rodrigues, Pedro Mendes, Costa Filho, Rubens Carmo, Saddy, Felipe, Wanderley Castellões, Théia Forny, Silva, Suzana Alves, Osorio, Luiz Antonio Gomes, Mannarino, Dora, Espinoza, Rodolfo, Righy, Cassia, Soares, Marcio, Salluh, Jorge, Tanaka, Lilian, Aragão, Daniel, Tavares, Maria Eduarda, Kehdi, Maura Goncalves Pereira, Rezende, Valéria Maria Campos, Carbonell, Roberto Carlos Cruz, Teixeira, Cassiano, de Oliveira, Roselaine Pinheiro, Maccari, Juçara Gasparetto, Castro, Priscylla Souza, Berto, Paula, Schwarz, Patricia, Torelly, André Peretti, Lisboa, Thiago, Moraes, Edison, Dal-Pizzol, Felipe, Tomasi Damiani, Cristiane, Ritter, Cristiane, Ferreira, Juliana Carvalho, Teixeira Costa, Ramon, Caruso, Pedro, Amendola, Cristina Prata, de Oliveira, Amanda Maria R R, Silva, Ulysses V A, Sanches, Luciana Coelho, Almeida, Rosana D S, Azevedo, Luciano Cesar, Park, Marcelo, Schettino, Guilherme, Assunção, Murillo Santucci, Silva, Eliezer, Barboza, Carlos Eduardo, Junior, Antonio Paulo Nassar, Marzocchi Tierno, Paulo Fernando G M, Malbouisson, Luis Marcelo, Oliveira, Lucas, Cristovao, Davi, Neto, Manoel Leitão, Rego, Ênio, Fernandes, Fernanda 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Navasakulpong, Asma, Surasit, Karjbundid, Thwaites, Louise, Nadjm, Behzad, Vu Quoc, Dat, Nguyen Thi Thanh, Ha, Nguyen Van, Kinh, Duong Bich, Thuy, Lam Minh, Yen, Pisani, Luigi ^{*, *}, Algera, Anna Geke ^*, Azevedo, Luciano, Paulus, Frederique, de Abreu, Marcelo Gama, Pelosi, Paolo, Dondorp, Arjen M, Laffey, John G

Publikováno v: In The Lancet Global Health February 2022 10(2):e227-e235

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