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233 results on '"Suárez, José I."'

6. Impact of Antithrombotic Medications and Reversal Strategies on the Surgical Management and Outcomes of Traumatic Acute Subdural Hematoma

Author

Vattipally, Vikas N., Ran, Kathleen R., Giwa, Ganiat A., Myneni, Saket, Dardick, Joseph M., Rincon-Torroella, Jordina, Ye, Xiaobu, Byrne, James P., Suarez, Jose I., Lin, Shih-Chun, Jackson, Christopher M., Mukherjee, Debraj, Gallia, Gary L., Huang, Judy, Weingart, Jon D., Azad, Tej D., and Bettegowda, Chetan

Published
2024
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9. A Physiology-Driven Computational Model for Post-Cardiac Arrest Outcome Prediction

Author

Kim, Han B., Nguyen, Hieu, Jin, Qingchu, Tamby, Sharmila, Romer, Tatiana Gelaf, Sung, Eric, Liu, Ran, Greenstein, Joseph, Suarez, Jose I., Storm, Christian, Winslow, Raimond, and Stevens, Robert D.

Subjects
Computer Science - Machine Learning, Statistics - Machine Learning, J.3, I.2.1, I.6.4, G.3
Abstract

Patients resuscitated from cardiac arrest (CA) face a high risk of neurological disability and death, however pragmatic methods are lacking for accurate and reliable prognostication. The aim of this study was to build computational models to predict post-CA outcome by leveraging high-dimensional patient data available early after admission to the intensive care unit (ICU). We hypothesized that model performance could be enhanced by integrating physiological time series (PTS) data and by training machine learning (ML) classifiers. We compared three models integrating features extracted from the electronic health records (EHR) alone, features derived from PTS collected in the first 24hrs after ICU admission (PTS24), and models integrating PTS24 and EHR. Outcomes of interest were survival and neurological outcome at ICU discharge. Combined EHR-PTS24 models had higher discrimination (area under the receiver operating characteristic curve [AUC]) than models which used either EHR or PTS24 alone, for the prediction of survival (AUC 0.85, 0.80 and 0.68 respectively) and neurological outcome (0.87, 0.83 and 0.78). The best ML classifier achieved higher discrimination than the reference logistic regression model (APACHE III) for survival (AUC 0.85 vs 0.70) and neurological outcome prediction (AUC 0.87 vs 0.75). Feature analysis revealed previously unknown factors to be associated with post-CA recovery. Results attest to the effectiveness of ML models for post-CA predictive modeling and suggest that PTS recorded in very early phase after resuscitation encode short-term outcome probabilities., Comment: 51 pages, 7 figures, 4 supplementary figures

Published
2020
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11. The Neurological Pupil index for outcome prognostication in people with acute brain injury (ORANGE): a prospective, observational, multicentre cohort study

Author

Abed-Maillard, Samia, Anderloni, Marco, Beretta, Alessandra, Cho, Sung-Min, Del Bianco, Silvia, Favre, Eva, Greil, Madeline E., Guglielmi, Angelo, Higuera Lucas, Juan, Iacca, Cosimo, Kuramatsu, Joji B., Lundberg, Linda Marie, Magni, Federico, Malgeri, Letterio, Mangili, Paolo, Melchionda, Isabella, Miroz, John-Paul, Monleón, Berta, Randazzo, Dominica, Salah, Samia, Scavone, Angela, Schilte, Clothilde, Silva, Serena, Sunde, Kjetil, Wang, Ruihao, Oddo, Mauro, Taccone, Fabio S, Petrosino, Matteo, Badenes, Rafael, Blandino-Ortiz, Aaron, Bouzat, Pierre, Caricato, Anselmo, Chesnut, Randall M, Feyling, Anders C, Ben-Hamouda, Nawfel, Hemphill, J Claude, Koehn, Julia, Rasulo, Frank, Suarez, Jose I, Elli, Francesca, Vargiolu, Alessia, Rebora, Paola, Galimberti, Stefania, and Citerio, Giuseppe

Published
2023
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12. Neurology

Author

Dekker, Simone E., Glenn, Chad A., Bershad, Eric M., Suarez, Jose I., Bambakidis, Nicholas C., editor, Megerian, Cliff A., editor, and Spetzler, Robert F., editor

Published
2022
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22. Intracranial pressure monitoring in patients with acute brain injury in the intensive care unit (SYNAPSE-ICU): an international, prospective observational cohort study

Author

Abdelaty, M., Abed Maillard, S., Ahmed, H., Albrecht, L., Alsudani, A., Amundarain, E.D., Anand, S., Andersen, J.B., Anglada, M., Arabi, Y, Aragao, I., Arias Verdu, M.D., Asehnoune, K., Assunção, F., Audibert, G., Badenes, R., Bajracharya, T., Banco, P., Batista, D., Bertellini, E., Berty Gutiérrez, H., Besch, G., Biston, P., Blandino Ortiz, A., Blazquez, V., Bloria, S., Bonetti, C., Bresil, P., Brunetti, I., Buldini, V., Caillard, A., Calamai, I., Carbonara, M., Caricato, A., Casadio, M.C., Casanova, M., Cavaleiro, P., Celaya Lopez, M., Chan, C.Y., Chauhan, R., Cinotti, R., Corral, L., Cortegiani, A., Cotoia, A., Crippa, I.A., Davidovich, V., Del Bianco, S., Diakaki, C., Dibu, J., Dimoula, A., Domeniconi, G., Dominguez, L.J.Y., Dovbysh, N., Duque, P., Eddelien, H.S., Efthymiou, A., Egmose Larsen, T., Elhadi, M., Favre Eva, E., Fencl, M., Forjan, P., Freitas, R., Fuest, K., Fumale, M., Gakuba, C., Galarza, L., García, M.F., Gasca López, G.A., Gelormini, C., Gempeler, A., Giannopoulos, A., Giménez, M.E., Giugni, A., Glorieux, D., Gonzalez Perez, M.I., Gradisek, P., Grandis, M., Griesdale, D., Gritsan, A., Grotheer, S., Gupta, D., Hallt, E.D., Hawthorne, C., Helbok, R., Holm, M.O., Iasonidou, C., Idowu, O., Ioannoni, E., Izzi, A., Jibaja, M., Kafle, P., Kandamby, D.H., Khan, M.M., Khomiakov, S., Kilapong, B., Kletecka, J., Kojder, K., Kolias, A., Kontoudaki, E., Koukoulitsios, G., Kovac, N., Kozar, S., Krieg, S.M., Kurtz, P., Kyriazopoulos, G., Lamperti, M., Lavicka, P., Lencastre, L., Levin, M., Lightfoot, R., Lindner, A., López Ojeda, P., Lores, A., Lucca, M., Luthra, A., Magni, F., Majholm, B., Makris, D., Maldonado, F., Marudi, A., Maskey, S., Mebis, L., Mejia-Mantilla, J.H., Mendoza, R., Milivojevic, N., Miroz, J.P., Monleon, B., Montes, J.M., Morelli, P., Motta, A., Mouloudi, E., Muehlschlegel, S., Ñamendys Silva, S.A., Nardai, G., Nilam, K., Olson, D., Ozair, A., Pacheco, C., Padilla Juan, J., Palli, E., Panda, N., Pantelas, N., Pariente, L., Pearson, D., Pérez-Araos, R., Picetti, E., Pinedo Portilla, J.L., Pons, B., Pozzi, F., Provaznikova, E., Quartarone, M.C., Quintard, H., Rajbanshi, L., Reade, M., Ribaric, S.F., Rigamonti, A., Rivera, L.L., Roberts, J., Roka, Y.B., Sabelnikovs, O., Sapra, H., Schaller, S.J., Sekhon, M., Sellami, W., Seppelt, I., Serrano, A., Sharma, K., Shrestha, G.S., Shum, H.P., Silva, S., Simoes, M., Sivakumar, S., Siviter, R., Skola, J., Škoti, M., Smitt, M., Soley, R., Sonneville, R., Soragni, A., Soyer, B., Spatenkova, V., Stamou, E.E., Stival, E., Olson, Z., Tánczos, K., Thompson, C., Thomsen, J., Tsikriki, S., Van De Velde, S., Videtta, W., Villa, F., Vrbica, K., Vrettou, C., Westy Hoffmeyer, H., Wolf, S., Yasin Wayhs, S., Zerbi, S.M., Robba, Chiara, Graziano, Francesca, Rebora, Paola, Elli, Francesca, Giussani, Carlo, Oddo, Mauro, Meyfroidt, Geert, Helbok, Raimund, Taccone, Fabio S, Prisco, Lara, Vincent, Jean-Louis, Suarez, Jose I, Stocchetti, Nino, and Citerio, Giuseppe

Published
2021
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36. Multidisciplinary Protocol for Rapid Head Computed Tomography Turnaround Time in Acute Stroke Patients

Author

Bershad, Eric M., Rao, Chethan P. Venkatasubba, Vuong, Kevin Dat, Mazabob, Janine, Brown, Gerard, Styron, Suzan L., Nguyen, Thuy, Delledera, Elizabeth, Smirnakis, Stelios M., Lazaridis, Christos, Georgiadis, Alexandros L., Mokracek, Marilyn, Seipel, Timothy J., Nisbet, John J., Baskaran, Visveshwar, Chang, Andrew H., Stewart, Patrick, and Suarez, Jose I.

Published
2015
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44. Coma and Brain Death

Author

Georgiadis, Alexandros L., Geocadin, Romergryko, Suarez, Jose I., Zaidat, Osama O., Tarsy, Daniel, editor, and Suarez, Jose I., editor

Published
2004
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