A metric learning approach for endoscopic kidney stone identification

Autor: Gonzalez-Zapata, Jorge, Lopez-Tiro, Francisco, Villalvazo-Avila, Elias, Flores-Araiza, Daniel, Hubert, Jacques, Mendez-Vazquez, Andres, Ochoa-Ruiz, Gilberto, Daul, Christian

Several Deep Learning (DL) methods have recently been proposed for an automated identification of kidney stones during an ureteroscopy to enable rapid therapeutic decisions. Even if these DL approaches led to promising results, they are mainly approp

Externí odkaz: http://arxiv.org/abs/2307.07046

Guided Deep Metric Learning

Autor: Gonzalez-Zapata, Jorge, Reyes-Amezcua, Ivan, Flores-Araiza, Daniel, Mendez-Ruiz, Mauricio, Ochoa-Ruiz, Gilberto, Mendez-Vazquez, Andres

Deep Metric Learning (DML) methods have been proven relevant for visual similarity learning. However, they sometimes lack generalization properties because they are trained often using an inappropriate sample selection strategy or due to the difficul

Externí odkaz: http://arxiv.org/abs/2206.02029

Addition theorems for Ck real functions and applications in ordinary differential equations

Autor: Crespo, Francisco, Rebollo-perdomo, Salomón, Zapata, Jorge L.

This work establishes the existence of addition theorems and double-angle formulas for Ck real scalar functions. Moreover, we determine necessary and sufficient conditions for a bivariate function to be an addition formula for a Ck real function. The

Externí odkaz: http://arxiv.org/abs/2012.04168

Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients

Autor: Alfaro-Farias, Mario, Vizmanos-Lamotte, Gerardo, Tschoellitsch, Thomas, Meier, Jens, Aguirre-Bermeo, Hernán, Apolo, Janina, Martínez, Alberto, Jurkolow, Geoffrey, Delahaye, Gauthier, Novy, Emmanuel, Losser, Marie-Reine, Wengenmayer, Tobias, Rilinger, Jonathan, Staudacher, Dawid L., David, Sascha, Welte, Tobias, Stahl, Klaus, Pavlos”, “Agios, Aslanidis, Theodoros, Korsos, Anita, Babik, Barna, Nikandish, Reza, Rezoagli, Emanuele, Giacomini, Matteo, Nova, Alice, Fogagnolo, Alberto, Spadaro, Savino, Ceriani, Roberto, Murrone, Martina, Wu, Maddalena A., Cogliati, Chiara, Colombo, Riccardo, Catena, Emanuele, Turrini, Fabrizio, Simonini, Maria Sole, Fabbri, Silvia, Potalivo, Antonella, Facondini, Francesca, Gangitano, Gianfilippo, Perin, Tiziana, Grazia Bocci, Maria, Antonelli, Massimo, Gommers, Diederik, Rodríguez-García, Raquel, Gámez-Zapata, Jorge, Taboada-Fraga, Xiana, Castro, Pedro, Tellez, Adrian, Lander-Azcona, Arantxa, Escós-Orta, Jesús, Martín-Delgado, Maria C., Algaba-Calderon, Angela, Franch-Llasat, Diego, Roche-Campo, Ferran, Lozano-Gómez, Herminia, Zalba-Etayo, Begoña, Michot, Marc P., Klarer, Alexander, Ensner, Rolf, Schott, Peter, Urech, Severin, Zellweger, Nuria, Merki, Lukas, Lambert, Adriana, Laube, Marcus, Jeitziner, Marie M., Jenni-Moser, Beatrice, Wiegand, Jan, Yuen, Bernd, Lienhardt-Nobbe, Barbara, Westphalen, Andrea, Salomon, Petra, Drvaric, Iris, Hillgaertner, Frank, Sieber, Marianne, Dullenkopf, Alexander, Petersen, Lina, Chau, Ivan, Ksouri, Hatem, Sridharan, Govind Oliver, Cereghetti, Sara, Boroli, Filippo, Pugin, Jerome, Grazioli, Serge, Rimensberger, Peter C., Bürkle, Christian, Marrel, Julien, Brenni, Mirko, Fleisch, Isabelle, Lavanchy, Jerome, Perez, Marie-Helene, Ramelet, Anne-Sylvie, Weber, Anja Baltussen, Gerecke, Peter, Christ, Andreas, Ceruti, Samuele, Glotta, Andrea, Marquardt, Katharina, Shaikh, Karim, Hübner, Tobias, Neff, Thomas, Redecker, Hermann, Moret-Bochatay, Mallory, Bentrup, FriederikeMeyer zu, Studhalter, Michael, Stephan, Michael, Brem, Jan, Gehring, Nadine, Selz, Daniela, Naon, Didier, Kleger, Gian-Reto, Pietsch, Urs, Filipovic, Miodrag, Ristic, Anette, Sepulcri, Michael, Heise, Antje, Franchitti Laurent, Marilene, Laurent, Jean-Christophe, Wendel Garcia, Pedro D., Schuepbach, Reto, Heuberger, Dorothea, Bühler, Philipp, Brugger, Silvio, Fodor, Patricia, Locher, Pascal, Camen, Giovanni, Gaspert, Tomislav, Jovic, Marija, Haberthuer, Christoph, Lussman, Roger F., Colak, Elif, Montomoli, Jonathan, Romeo, Luca, Moccia, Sara, Bernardini, Michele, Migliorelli, Lucia, Berardini, Daniele, Donati, Abele, Carsetti, Andrea, Bocci, Maria Grazia, Wendel Garcia, Pedro David, Fumeaux, Thierry, Guerci, Philippe, Schüpbach, Reto Andreas, Ince, Can, Frontoni, Emanuele, Hilty, Matthias Peter

Publikováno v: In Journal of Intensive Medicine October 2021 1(2):110-116

Prognostic factors associated with mortality risk and disease progression in 639 critically ill patients with COVID-19 in Europe: Initial report of the international RISC-19-ICU prospective observational cohort

Autor: Alfaro Farias, Mario, Margarit, Antoni, Vizmanos-Lamotte, Gerardo, Tschoellitsch, Thomas, Meier, Jens, Cardona, Francesco S., Skola, Josef, Horakova, Lenka, Aguirre-Bermeo, Hernan, Apolo, Janina, Novy, Emmanuel, Losser, Marie-Reine, Jurkolow, Geoffrey, Delahaye, Gauthier, David, Sascha, Welte, Tobias, Wengenmayer, Tobias, Staudacher, Dawid L., Aslanidis, Theodoros, Babik, Barna, Korsos, Anita, Gal, Janos, Csaba, Hermann, Donati, Abele, Carsetti, Andrea, Turrini, Fabrizio, Simonini, Maria Sole, Ceriani, Roberto, Murrone, Martina, Rezoagli, Emanuele, Vitale, Giovanni, Fogagnolo, Alberto, Spadaro, Savino, Wu, Maddalena Alessandra, Cogliati, Chiara, Colombo, Riccardo, Catena, Emanuele, Facondini, Francesca, Potalivo, Antonella, Gangitano, Gianfilippo, Perin, Tiziana, Bocci, Maria Grazia, Antonelli, Massimo, Gommers, Diederik, Ince, Can, Mayor-Vázquez, Eric, Cruz, Maria, Delgado, Martin, Garcia, Raquel Rodriguez, Gamez Zapata, Jorge, Zalba-Etayo, Begoña, Lozano-Gomez, Herminia, Castro, Pedro, Tellez, Adrian, Jacas, Adriana, Muñoz, Guido, Andrea, Rut, Ortiz, Jose, Quintana, Eduard, Rovira, Irene, Reverter, Enric, Fernandez, Javier, Ferrer, Miquel, Badia, Joan R., Lander Azcona, Arantxa, Orta, Jesus Escos, Bühler, Philipp, Brugger, Silvio, Hofmaenner, Daniel, Unseld, Simone, Ruschitzka, Frank, Moret-Bochatay, Mallory, Yuen, Bernd, Hillermann, Thomas, Ksouri, Hatem, Sridharan, Govind Oliver, Ristic, Anette, Sepulcri, Michael, Filipovic, Miodrag, Pietsch, Urs, Salomon, Petra, Drvaric, Iris, Schott, Peter, Urech, Severin, Lambert, Adriana, Merki, Lukas, Laube, Marcus, Hillgaertner, Frank, Sieber, Marianne, Dullenkopf, Alexander, Petersen, Lina, Grazioli, Serge, Rimensberger, Peter C., Fleisch, Isabelle, Lavanchy, Jerome, Marquardt, Katharina, Shaikh, Karim, Redecker, Hermann, Stephan, Michael, Brem, Jan, Rogdo, Bjarte, Birkenmaier, Andre, Meyer zu Bentrup, Friederike, Fodor, Patricia, Locher, Pascal, Camen, Giovanni, Siegemund, Martin, Zellweger, Nuria, Jeitziner, Marie-Madlen, Jenni-Moser, Beatrice, Bürkle, Christian, Kleger, Gian-Reto, Franchitti Laurent, Marilene, Laurent, Jean-Christophe, Gaspert, Tomislav, Jovic, Marija, Studhalter, Michael, Haberthuer, Christoph, Lussman, Roger F., Selz, Daniela, Naon, Didier, Mauri, Romano, Ceruti, Samuele, Marrel, Julien, Brenni, Mirko, Ensner, Rolf, Gehring, Nadine, Heise, Antje, Huebner, Tobias, Neff, Thomas A., Cereghetti, Sara, Boroli, Filippo, Pugin, Jerome, Marczin, Nandor, Wong, Joyce, Wendel Garcia, Pedro David, Fumeaux, Thierry, Guerci, Philippe, Heuberger, Dorothea Monika, Montomoli, Jonathan, Roche-Campo, Ferran, Schuepbach, Reto Andreas, Hilty, Matthias Peter

Publikováno v: In EClinicalMedicine August 2020 25