Zobrazeno 1 - 10
of 169
pro vyhledávání: '"OSTROPOLETS, Anna"'
Autor:
Reps, Jenna M, Kim, Chungsoo, Williams, Ross D, Markus, Aniek F, Yang, Cynthia, Duarte-Salles, Talita, Falconer, Thomas, Jonnagaddala, Jitendra, Williams, Andrew, Fernández-Bertolín, Sergio, DuVall, Scott L, Kostka, Kristin, Rao, Gowtham, Shoaibi, Azza, Ostropolets, Anna, Spotnitz, Matthew E, Zhang, Lin, Casajust, Paula, Steyerberg, Ewout W, Nyberg, Fredrik, Kaas-Hansen, Benjamin Skov, Choi, Young Hwa, Morales, Daniel, Liaw, Siaw-Teng, Abrahão, Maria Tereza Fernandes, Areia, Carlos, Matheny, Michael E, Lynch, Kristine E, Aragón, María, Park, Rae Woong, Hripcsak, George, Reich, Christian G, Suchard, Marc A, You, Seng Chan, Ryan, Patrick B, Prieto-Alhambra, Daniel, Rijnbeek, Peter R
Publikováno v:
JMIR Medical Informatics, Vol 9, Iss 4, p e21547 (2021)
BackgroundSARS-CoV-2 is straining health care systems globally. The burden on hospitals during the pandemic could be reduced by implementing prediction models that can discriminate patients who require hospitalization from those who do not. The COVID
Externí odkaz:
https://doaj.org/article/66b2213a810647dabf79dcb9e72da9f0
Autor:
Ostropolets, Anna
A growing body of evidence generated from observational data has demonstrated the potential to influence decision-making and improve patient outcomes. For observational evidence to be actionable, however, it must be generated reliably and in a timely
Autor:
Adams, Griffin, Nguyen, Bichlien H, Smith, Jake, Xia, Yingce, Xie, Shufang, Ostropolets, Anna, Deb, Budhaditya, Chen, Yuan-Jyue, Naumann, Tristan, Elhadad, Noémie
Summarization models often generate text that is poorly calibrated to quality metrics because they are trained to maximize the likelihood of a single reference (MLE). To address this, recent work has added a calibration step, which exposes a model to
Externí odkaz:
http://arxiv.org/abs/2305.07615
Autor:
Zhang, Linying, Richter, Lauren R., Wang, Yixin, Ostropolets, Anna, Elhadad, Noemie, Blei, David M., Hripcsak, George
Healthcare continues to grapple with the persistent issue of treatment disparities, sparking concerns regarding the equitable allocation of treatments in clinical practice. While various fairness metrics have emerged to assess fairness in decision-ma
Externí odkaz:
http://arxiv.org/abs/2211.11183
Autor:
Callahan, Tiffany J., Stefanski, Adrianne L., Wyrwa, Jordan M., Zeng, Chenjie, Ostropolets, Anna, Banda, Juan M., Baumgartner Jr., William A., Boyce, Richard D., Casiraghi, Elena, Coleman, Ben D., Collins, Janine H., Deakyne-Davies, Sara J., Feinstein, James A., Haendel, Melissa A., Lin, Asiyah Y., Martin, Blake, Matentzoglu, Nicolas A., Meeker, Daniella, Reese, Justin, Sinclair, Jessica, Taneja, Sanya B., Trinkley, Katy E., Vasilevsky, Nicole A., Williams, Andrew, Zhang, Xingman A., Denny, Joshua C., Robinson, Peter N., Ryan, Patrick, Hripcsak, George, Bennett, Tellen D., Hunter, Lawrence E., Kahn, Michael G.
Background: Common data models solve many challenges of standardizing electronic health record (EHR) data, but are unable to semantically integrate all the resources needed for deep phenotyping. Open Biological and Biomedical Ontology (OBO) Foundry o
Externí odkaz:
http://arxiv.org/abs/2209.04732
Autor:
Cai, Cindy X., Nishimura, Akihiko, Bowring, Mary G., Westlund, Erik, Tran, Diep, Ng, Jia H., Nagy, Paul, Cook, Michael, McLeggon, Jody-Ann, DuVall, Scott L., Matheny, Michael E., Golozar, Asieh, Ostropolets, Anna, Minty, Evan, Desai, Priya, Bu, Fan, Toy, Brian, Hribar, Michelle, Falconer, Thomas, Zhang, Linying, Lawrence-Archer, Laurence, Boland, Michael V., Goetz, Kerry, Hall, Nathan, Shoaibi, Azza, Reps, Jenna, Sena, Anthony G., Blacketer, Clair, Swerdel, Joel, Jhaveri, Kenar D., Lee, Edward, Gilbert, Zachary, Zeger, Scott L., Crews, Deidra C., Suchard, Marc A., Hripcsak, George, Ryan, Patrick B.
Publikováno v:
In Ophthalmology Retina August 2024 8(8):733-743
Autor:
Zhang, Linying, Richter, Lauren R., Wang, Yixin, Ostropolets, Anna, Elhadad, Noémie, Blei, David M., Hripcsak, George
Publikováno v:
In Journal of Biomedical Informatics July 2024 155
Autor:
Zhang, Linying, Wang, Yixin, Ostropolets, Anna, Mulgrave, Jami J., Blei, David M., Hripcsak, George
The treatment effects of medications play a key role in guiding medical prescriptions. They are usually assessed with randomized controlled trials (RCTs), which are expensive. Recently, large-scale electronic health records (EHRs) have become availab
Externí odkaz:
http://arxiv.org/abs/1904.02098
Autor:
Voss, Erica A., Shoaibi, Azza, Yin Hui Lai, Lana, Blacketer, Clair, Alshammari, Thamir, Makadia, Rupa, Haynes, Kevin, Sena, Anthony G., Rao, Gowtham, van Sandijk, Sebastiaan, Fraboulet, Clement, Boyer, Laurent, Le Carrour, Tanguy, Horban, Scott, Morales, Daniel R., Martínez Roldán, Jordi, Ramírez-Anguita, Juan Manuel, Mayer, Miguel A., de Wilde, Marcel, John, Luis H., Duarte-Salles, Talita, Roel, Elena, Pistillo, Andrea, Kolde, Raivo, Maljković, Filip, Denaxas, Spiros, Papez, Vaclav, Kahn, Michael G., Natarajan, Karthik, Reich, Christian, Secora, Alex, Minty, Evan P., Shah, Nigam H., Posada, Jose D., Garcia Morales, Maria Teresa, Bosca, Diego, Cadenas Juanino, Honorio, Diaz Holgado, Antonio, Pedrera Jiménez, Miguel, Serrano Balazote, Pablo, García Barrio, Noelia, Şen, Selçuk, Üresin, Ali Yağız, Erdogan, Baris, Belmans, Luc, Byttebier, Geert, Malbrain, Manu L.N.G., Dedman, Daniel J., Cuccu, Zara, Vashisht, Rohit, Butte, Atul J., Patel, Ayan, Dahm, Lisa, Han, Cora, Bu, Fan, Arshad, Faaizah, Ostropolets, Anna, Nyberg, Fredrik, Hripcsak, George, Suchard, Marc A., Prieto-Alhambra, Dani, Rijnbeek, Peter R., Schuemie, Martijn J., Ryan, Patrick B.
Publikováno v:
In eClinicalMedicine April 2023 58
Autor:
Spotnitz, Matthew, Ostropolets, Anna, Castano, Victor G., Natarajan, Karthik, Waldman, Genna J., Argenziano, Michael, Ottman, Ruth, Hripcsak, George, Choi, Hyunmi, Youngerman, Brett E.
Publikováno v:
In Epilepsy & Behavior April 2022 129