Realtime, multimodal invasive ventilation risk monitoring using language models and BoXHED

Autor: Pakbin, Arash, Su, Aaron, Lee, Donald K. K., Mortazavi, Bobak J.

Objective: realtime monitoring of invasive ventilation (iV) in intensive care units (ICUs) plays a crucial role in ensuring prompt interventions and better patient outcomes. However, conventional methods often overlook valuable insights embedded with

Externí odkaz: http://arxiv.org/abs/2410.03725

Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards

Autor: Nowroozilarki, Zhale, Pakbin, Arash, Royalty, James, Lee, Donald K. K., Mortazavi, Bobak J.

Electronic Health Record (EHR) systems provide critical, rich and valuable information at high frequency. One of the most exciting applications of EHR data is in developing a real-time mortality warning system with tools from survival analysis. Howev

Externí odkaz: http://arxiv.org/abs/2110.08949

BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates

Autor: Wang, Xiaochen, Pakbin, Arash, Mortazavi, Bobak J., Zhao, Hongyu, Lee, Donald K. K.

Publikováno v: ICML 9973-9982 (2020)

The proliferation of medical monitoring devices makes it possible to track health vitals at high frequency, enabling the development of dynamic health risk scores that change with the underlying readings. Survival analysis, in particular hazard estim

Externí odkaz: http://arxiv.org/abs/2006.14218

Cluster Analyses From the Real-World NOVELTY Study: Six Clusters Across the Asthma-COPD Spectrum

Autor: Olmo, Ricardo del, Anderson, Gary, Reddel, Helen, Rabahi, Marcelo, McIvor, Andrew, Sadatsafavi, Mohsen, Weinreich, Ulla, Burgel, Pierre-Régis, Devouassoux, Gilles, Papi, Alberto, Inoue, Hiromasa, Rendon, Adrián, van den Berge, Maarten, Beasley, Richard, García-Navarro, Alvar Agusti, Faner, Rosa, Olaguibel Rivera, José, Janson, Christer, Bilińska-Izydorczyk, Magdalena, Fagerås, Malin, Fihn-Wikander, Titti, Franzén, Stefan, Keen, Christina, Ostridge, Kristoffer, Chalmers, James, Harrison, Timothy, Pavord, Ian, Price, David, Azim, Adnan, Belton, Laura, Blé, Francois-Xavier, Erhard, Clement, Gairy, Kerry, Hughes, Rod, Lassi, Glenda, Müllerová, Hana, Rapsomaniki, Eleni, Scott, Ian Christopher, Chipps, Bradley, Christenson, Stephanie, Make, Barry, Tomaszewski, Erin, Benhabib, Gabriel, Ruiz, Xavier Bocca, Lisanti, Raul Eduardo, Marino, Gustavo, Mattarucco, Walter, Nogueira, Juan, Parody, Maria, Pascale, Pablo, Rodriguez, Pablo, Silva, Damian, Svetliza, Graciela, Victorio, Carlos F., Rolon, Roxana Willigs, Yañez, Anahi, Baines, Stuart, Bowler, Simon, Bremner, Peter, Bull, Sheetal, Carroll, Patrick, Chaalan, Mariam, Farah, Claude, Hammerschlag, Gary, Hancock, Kerry, Harrington, Zinta, Katsoulotos, Gregory, Kim, Joshua, Langton, David, Lee, Donald, Peters, Matthew, Prassad, Lakshman, Sajkov, Dimitar, Santiago, Francis, Simpson, Frederick Graham, Tai, Sze, Thomas, Paul, Wark, Peter, Cançado, José Eduardo Delfini, Cunha, Thúlio, Lima, Marina, Cardoso, Alexandre Pinto, FitzGerald, J. Mark, Anees, Syed, Bertley, John, Bell, Alan, Cheema, Amarjit, Chouinard, Guy, Csanadi, Michael, Dhar, Anil, Dhillon, Ripple, Kanawaty, David, Kelly, Allan, Killorn, William, Landry, Daniel, Luton, Robert, Mandhane, Piushkumar, Pek, Bonavuth, Petrella, Robert, Stollery, Daniel, Wang, Chen, Chen, Meihua, Chen, Yan, Gu, Wei, Christopher Hui, Kim Ming, Li, Manxiang, Li, Shiyue, Lijun, Ma, Qin, Guangyue, Song, Weidong, Tan, Wei, Tang, Yijun, Wang, Tan, Wen, Fuqiang, Wu, Feng, Xiang, PingChao, Xiao, Zuke, Xiong, Shengdao, Yang, Jinghua, Yang, Jingping, Zhang, Caiqing, Zhang, Min, Zhang, Ping, Zhang, Wei, Zheng, Xiaohe, Zhu, Dan, Bueno, Carlos Matiz, Grimaldos, Fabio Bolivar, Arboleda, Alejandra Cañas, de Salazar, Dora Molina, Bendstrup, Elisabeth, Hilberg, Ole, Kjellerup, Carsten, Raherison, Chantal, Bonniaud, Philippe, Brun, Olivier, Chouaid, Christos, Couturaud, Francis, de Blic, Jacques, Debieuvre, Didier, Delsart, Dominique, Demaegdt, Axelle, Demoly, Pascal, Deschildre, Antoine, Egron, Carole, Falchero, Lionel, Goupil, François, Kessler, Romain, Le Roux, Pascal, Mabire, Pascal, Mahay, Guillaume, Martinez, Stéphanie, Melloni, Boris, Moreau, Laurent, Riviere, Emilie, Roux-Claudé, Pauline, Soulier, Michel, Vignal, Guillaume, Yaici, Azzedine, Bals, Robert, Aries, Sven Philip, Beck, Ekkehard, Deimling, Andreas, Feimer, Jan, Grimm-Sachs, Vera, Groth, Gesine, Herth, Felix, Hoheisel, Gerhard, Kanniess, Frank, Lienert, Thomas, Mronga, Silke, Reinhardt, Jörg, Schlenska, Christian, Stolpe, Christoph, Teber, Ishak, Timmermann, Hartmut, Ulrich, Thomas, Velling, Peter, Wehgartner-Winkler, Sabina, Welling, Juergen, Winkelmann, Ernst-Joachim, Barbetta, Carlo, Braido, Fulvio, Cardaci, Vittorio, Clini, Enrico Maria, Costantino, Maria Teresa, Cuttitta, Giuseppina, di Gioacchino, Mario, Fois, Alessandro, Foschino-Barbaro, Maria Pia, Gammeri, Enrico, Inchingolo, Riccardo, Lavorini, Federico, Molino, Antonio, Nucera, Eleonora, Patella, Vincenzo, Pesci, Alberto, Ricciardolo, Fabio, Rogliani, Paola, Sarzani, Riccardo, Vancheri, Carlo, Vincenti, Rigoletta, Endo, Takeo, Fujita, Masaki, Hara, Yu, Horiguchi, Takahiko, Hosoi, Keita, Ide, Yumiko, Inomata, Minehiko, Inoue, Koji, Inoue, Sumito, Kato, Motokazu, Kawasaki, Masayuki, Kawayama, Tomotaka, Kita, Toshiyuki, Kobayashi, Kanako, Koto, Hiroshi, Nishi, Koichi, Saito, Junpei, Shimizu, Yasuo, Shirai, Toshihiro, Sugihara, Naruhiko, Takahashi, Ken-ichi, Tashimo, Hiroyuki, Tomii, Keisuke, Yamada, Takashi, Yanai, Masaru, Rendon, Adrian, Cerino Javier, Ruth, Domínguez Peregrina, Alfredo, Fernández Corzo, Marco, Montano Gonzalez, Efraín, Ramírez-Venegas, Alejandra, Boersma, Willem, Djamin, R.S., Eijsvogel, Michiel, Franssen, Frits, Goosens, Martijn, Graat-Verboom, Lidwien, Veen, Johannes in 't, Janssen, Rob, Kuppens, Kim, van de Ven, Mario, Bakke, Per, Brunstad, Ole Petter, Einvik, Gunnar, Høines, Kristian Jong, Khusrawi, Alamdar, Oien, Torbjorn, Yoon, Ho Joo, Chang, Yoon-Seok, Cho, Young Joo, Hwang, Yong Il, Kim, Woo Jin, Koh, Young-Il, Lee, Byung-Jae, Lee, Kwan-Ho, Lee, Sang-Pyo, Lee, Yong Chul, Lim, Seong Yong, Min, Kyung Hun, Oh, Yeon-Mok, Park, Choon-Sik, Park, Hae-Sim, Park, Heung-Woo, Rhee, Chin Kook, Yoon, Hyoung-Kyu, García-Navarro, Alvar Agustí, Andújar, Rubén, Anoro, Laura, Buendía García, María, Mozo, Paloma Campo, Campos, Sergio, Casas Maldonado, Francisco, Castilla Martínez, Manuel, Cisneros Serrano, Carolina, Comeche Casanova, Lorena, Corbacho, Dolores, Campo Matías, Felix Del, Echave-Sustaeta, Jose, Corral, Gloria Francisco, Gamboa Setién, Pedro, García Clemente, Marta, Núñez, Ignacio García, García Robaina, Jose, García Salmones, Mercedes, Marín Trigo, Jose Maria, Fernandez, Marta Nuñez, Palomo, Sara Nuñez, Pérez de Llano, Luis, Pueyo Bastida, Ana, Rañó, Ana, Rodríguez González-Moro, José, Reig, Albert Roger, Velasco Garrido, José, Curiac, Dan, Lif-Tiberg, Cornelia, Luts, Anders, Råhlen, Lennart, Rustscheff, Stefan, Adams, Frances, Bradman, Drew, Broughton, Emma, Cosgrove, John, Flood-Page, Patrick, Fuller, Elizabeth, Hartley, David, Hattotuwa, Keith, Jones, Gareth, Lewis, Keir, McGarvey, Lorcan, Morice, Alyn, Pandya, Preeti, Patel, Manish, Roy, Kay, Sathyamurthy, Ramamurthy, Thiagarajan, Swaminathan, Turner, Alice, Vestbo, Jørgen, Wedzicha, Wisia, Wilkinson, Tom, Wilson, Pete, Al-Asadi, Lo’Ay, Anholm, James, Averill, Francis, Bansal, Sandeep, Baptist, Alan, Campbell, Colin, Campos, Michael A., Crook, Gretchen, DeLeon, Samuel, Eid, Alain, Epstein, Ellen, Fritz, Stephen, Harris, Hoadley, Hewitt, Mitzie, Holguin, Fernando, Hudes, Golda, Jackson, Richard, Kaufman, Alan, Kaufman, David, Klapholz, Ari, Krishna, Harshavardhan, Lee, Daria, Lin, Robert, Maselli-Caceres, Diego, Mehta, Vinay, Moy, James N., Nwokoro, Ugo, Parikh, Purvi, Parikh, Sudhir, Perrino, Frank, Ruhlmann, James, Sassoon, Catherine, Settipane, Russell A., Sousa, Daniel, Sriram, Peruvemba, Wachs, Richard, Bansal, Aruna T. ^c, Agustí, Alvar ^g, Fageras, Malin ⁱ, Alacqua, Marianna ^b, Reddel, Helen K. ^{k, ∗}

Publikováno v: In The Journal of Allergy and Clinical Immunology: In Practice September 2023 11(9):2803-2811

Development of 13 $\mu m$ Cutoff HgCdTe Detector Arrays for Astronomy

Autor: Cabrera, Mario S., McMurtry, Craig W., Dorn, Meghan L., Forrest, William J., Pipher, Judith L., Lee, Donald

Publikováno v: J. of Astronomical Telescopes, Instruments, and Systems, 5(3), 036005 (2019)

Building on the successful development of the 10 $\mu m$ HgCdTe detector arrays for the proposed NEOCam mission, the University of Rochester Infrared Detector team and Teledyne Imaging Systems are working together to extend the cutoff wavelength of H

Externí odkaz: http://arxiv.org/abs/1909.00947