Towards Generalized Entropic Sparsification for Convolutional Neural Networks

Autor: Barisin, Tin, Horenko, Illia

Convolutional neural networks (CNNs) are reported to be overparametrized. The search for optimal (minimal) and sufficient architecture is an NP-hard problem as the hyperparameter space for possible network configurations is vast. Here, we introduce a

Externí odkaz: http://arxiv.org/abs/2404.04734

Riesz networks: scale invariant neural networks in a single forward pass

Autor: Barisin, Tin, Schladitz, Katja, Redenbach, Claudia

Scale invariance of an algorithm refers to its ability to treat objects equally independently of their size. For neural networks, scale invariance is typically achieved by data augmentation. However, when presented with a scale far outside the range

Externí odkaz: http://arxiv.org/abs/2305.04665

Pathological findings associated with the updated European Society of Cardiology 2022 guidelines for preoperative cardiac testing: an observational cohort modelling study

Autor: Kemper, Johann, Kohaupt, Lena, Witzler, Jette, Tuzhikov, Michael, Roth, Sebastian, Stroda, Alexandra, M’Pembele, René, Tenge, Theresa, Schultze, Cornelia, Verbarg, Nele, Gehrke, Christian, Klemann, Anna Katharina, Hagebölling, Friederike, Albrecht, Svenja, Stroeder, Jakob, Schubert, Ann-Kristin, Espeter, Florian, Russe, Benedikt, Weigand, Markus A., Bergmann, Lars, Unterberg, Matthias, Bischoff, Petra, Pirzer, Raphael, Rach, Patric Rene, Ott, Klaus, Zarbock, Alexander, Kowark, Ana, Neumann, Claudia, Marchand, Bahareh, Sponholz, Christoph, Rueffert, Henrik, Kramer, Mira, Zacharowski, Kai, Meybohm, Patrick, Lindau, Simone, Carollo, Melissa, Novazzi, Cecilia, Toso, Fiorenza, Bacuzzi, Alessandro, Ragazzi, Riccardo, Volta, Carlo Alberto, De Giorgi, Francesco, Bacer, Barbara, Federico, Antonio, Chiumello, Davide, Vetrugno, Luigi, Castella, Alberto, Tesoro, Simonetta, Cotoia, Antonella, Bignami, Elena, Bellissima, Agrippino, Cortegiani, Andrea, Crisman, Marco, Toninelli, Arturo, Piazza, Ornella, Mirabella, Lucia, Bossolasco, Matteo, Bona, Francesco, Perdomo, Juan Manuel, Coca-Martinez, Miquel, Carramiñana, Albert, Servén, Marta Giné, González, Astrid Batalla, Gil Sánchez, José Maria, Becerra-Bolaños, Ángel, Rodríguez-Pérez, Aurelio, Soler, Anna Artigas, Basso, Morena, Font, Anna Peig, Vernetta, Diana, Santos, Julia Hernando, Muñoz, Enrique Alday, Olivares, Mercedes Cabellos, Marco, Gregorio, Lopez, Maria Bermudez, Barrio, Javier, Forés, María Isabel, Boix, Estefanía, Ayuso, Mercedes, Petre, Bogdan Sorel, Oprea, Ioana Sorina, Latiș, Mihai Dan, Margarit, Simona, Vasian, Horatiu, Tomescu, Dana, Cîndea, Iulia, Dirzu, Dan Sebastian, Copotoiu, Sanda-Maria, Moise, Alida, Bubenek-Turconi, Serban, Valeanu, Liana, Wanner, Patrick Mark, Djurdjevic, Mirjana, Nuth, Sandra, Seeberger, Esther, Goettel, Nicolai, Kamber, Firmin, Ganter, Michael Thomas, Gerber, Thomas Jan, Schneebeli, Daniela, Pregernig, Andreas, Grape, Sina, Tomala, Simon, Pinto, Bernardo Bollen, Żukowski, Maciej, Zegan-Barańska, Małgorzata, Karolak, Igor, Krzych, Lukasz, Czajka, Szymon, Studzińska, Dorota, Kluzik, Anna, Koszel, Tomasz, Pabjańczyk, Izabela, Gajdosz, Anna, Erkoc, Suheyla Karadag, Meco, Basak Ceyda, Koltka, Ahmet Kemalettin, Dincer, Muserref Beril, Ekmekçi, Perihan, Saracoglu, Kemal Tolga, Solmaz, Filiz Alkaya, Ozcelik, Menekse, Arun, Oguzhan, Dilmen, Ozlem Korkmaz, Preckel, Benedikt, Hollmann, Markus W., Hazen, Yannick, Donald de Boer, Hans, Epema, Anne, Koopman, Seppe, Van Lier, Felix, Pinto, Rita, Carrão, André, Ribeiro, Daniel, Mourão, Joana, Coelho, Miguel, Losa, Nuno, Santos, Nuno, Cabral, Luis, Afonso, Diana, Zenha, Sérgio, Ramos, Cristina, Hipólito, Carla, Vasilaki, Maria, Andreeva, Antonia, Zaimi, Donika, Chalkias, Athanasios, Spyraki, Maria, Rekatsina, Martina, Tsaousi, Georgia, Short, Anthony, Meier, Sonja, Madhuri, Thumuluru Kavitha, Latham, Scott, Knock, James, Drummond, Andrew, Ramsden, Fiona, Kubisz-Pudelko, Agnieszka, Walker, James, Moppett, Iain, White, Louise, Jackson, Matthew, Reschreiter, Henrik, Innes, Richard, Chew, Michelle, Kalman, Sigridur, Wallden, Jakob, Schening, Anna, Jonikaite, Lina, Enlund, Anna, De Baerdemaeker, Luc, Morrison, Stuart, Rex, Steffen, Alexis, Alexandros, Khoronenko, Viktoria E., Ovezov, Alexey, Belskii, Vladislav, Kaznacheeva, Kseniya, Gritsan, Alexey, Kuzmanovska, Biljana, Malinovska-Nikolovska, Liljana, Barisin, Stjepan, Poredos, Peter, Arabadzhieva, Daniela, Unic-Stojanovic, Dragana, Golubović, Mladjan, Fleischmann, Edith, Kotzinger, Oskar, Des Deserts, Marc Danguy, Ducrocq, Nicolas, Buggy, Donal J., Bonnet, Jean François, Cusack, Barbara, Calleja, Paul, Hasani, Antigona, Nallbani, Rajmonda, Mauermann, Eckhard, Ionescu, Daniela, Szczeklik, Wojciech, De Hert, Stefan, Filipovic, Miodrag, Beck Schimmer, Beatrice, Spadaro, Savino, Matute, Purificación, Ganter, Michael T., Turhan, Sanem C., van Waes, Judith, Lagarto, Filipa, Theodoraki, Kassiani, Gupta, Anil, Gillmann, Hans-Jörg, Guzzetti, Luca, Kotfis, Katarzyna, Larmann, Jan, Corneci, Dan, Howell, Simon J., Lurati Buse, Giovanna

Publikováno v: In British Journal of Anaesthesia April 2024 132(4):675-684

Risk assessment for major adverse cardiovascular events after noncardiac surgery using self-reported functional capacity: international prospective cohort study

Autor: Lurati, Giovanna, Spadaro, Savino, Matute, Purificación, Ionescu, Daniela, Bolliger, Daniel, Szczeklik, Wojciech, Turhan, Sanem Cakar, van Waes, Judith, Lagarto, Filipa, Theodoraki, Kassiani, Howell, Simon J., Gupta, Anil, De Hert, Stefan, Ovezov, Alexey, Tollinche, Luis E., Kuzmanovska, Biljana, Barisin, Stjepan, Poredos, Peter, Arabadzhieva, Daniela, Unic-Stojanovic, Dragana, Fleischmann, Edith, Meistelman, Claude, Buggy, Donal J., Calleja, Paul, Hasani, Antigona, Kemper, Johann, Kohaupt, Lena, Witzler, Jette, Tuzhikov, Michael, Roth, Sebastian, Stroda, Alexandra, Schultze, Cornelia, Verbarg, Nele, Gehrke, Christian, Klemann, Anna Katharina, Hagebölling, Friederike, Albrecht, Svenja, Stroeder, Jakob, Schubert, Ann-Kristin, Espeter, Florian, Russe, Benedikt, Weigand, Markus A., Bergmann, Lars, Unterberg, Matthias, Bischoff, Petra, Pirzer, Raphael, Rach, Patric Rene, Ott, Klaus, Zarbock, Alexander, Kowark, Ana, Neumann, Claudia, Marchand, Bahareh, Sponholz, Christoph, Rueffert, Henrik, Kramer, Mira, Piekarski, Florian, Carollo, Melissa, Novazzi, Cecilia, Toso, Fiorenza, Bacuzzi, Alessandro, Ragazzi, Riccardo, Volta, Carlo Alberto, De Giorgi, Francesco, Bacer, Barbara, Federico, Antonio, Chiumello, Davide, Vetrugno, Luigi, Castella, Alberto, Tesoro, Simonetta, Cotoia, Antonella, Bignami, Elena, Bellissima, Agrippino, Cortegiani, Andrea, Crisman, Marco, Toninelli, Arturo, Piazza, Ornella, Mirabella, Lucia, Bossolasco, Matteo, Bona, Francesco, Perdomo, Juan Manuel, Coca-Martinez, Miquel, Carramiñana, Albert, Servén, Marta Giné, González, Astrid Batalla, Gil Sánchez, José Maria, Becerra-Bolaños, Ángel, Rodríguez-Pérez, Aurelio, Soler, Anna Artigas, Basso, Morena, Font, Anna Peig, Vernetta, Diana, Santos, Julia Hernando, Muñoz, Enrique Alday, Olivares, Mercedes Cabellos, Marco, Gregorio, Lopez, Maria Bermudez, Barrio, Javier, Forés, María Isabel, Boix, Estefanía, Ayuso, Mercedes, Petre, Bogdan Sorel, Oprea, Ioana Sorina, Latiș, Mihai Dan, Margarit, Simona, Vasian, Horatiu, Tomescu, Dana, Cîndea, Iulia, Dirzu, Dan Sebastian, Copotoiu, Sanda-Maria, Moise, Alida, Bubenek-Turconi, Serban, Valeanu, Liana, Wanner, Patrick Mark, Djurdjevic, Mirjana, Nuth, Sandra, Seeberger, Esther, Goettel, Nicolai, Kamber, Firmin, Ganter, Michael Thomas, Gerber, Thomas Jan, Schneebeli, Daniela, Pregernig, Andreas, Grape, Sina, Tomala, Simon, Pinto, Bernardo Bollen, Żukowski, Maciej, Zegan-Barańska, Małgorzata, Karolak, Igor, Krzych, Lukasz, Czajka, Szymon, Studzińska, Dorota, Kluzik, Anna, Koszel, Tomasz, Pabjańczyk, Izabela, Gajdosz, Anna, Erkoc, Suheyla Karadag, Meco, Basak Ceyda, Koltka, Ahmet Kemalettin, Dincer, Muserref Beril, Ekmekçi, Perihan, Saracoglu, Kemal Tolga, Solmaz, Filiz Alkaya, Ozcelik, Menekse, Arun, Oguzhan, Dilmen, Ozlem Korkmaz, Preckel, Benedikt, Hollmann, Markus W., Hazen, Yannick, Donald de Boer, Hans, Epema, Anne, Koopman, Seppe, Van Lier, Felix, Pinto, Rita, Carrão, André, Ribeiro, Daniel, Mourão, Joana, Coelho, Miguel, Losa, Nuno, Santos, Nuno, Cabral, Luis, Afonso, Diana, Zenha, Sérgio, Ramos, Cristina, Hipólito, Carla, Vasilaki, Maria, Andreeva, Antonia, Zaimi, Donika, Chalkias, Athanasios, Spyraki, Maria, Rekatsina, Martina, Tsaousi, Georgia, Short, Anthony, Meier, Sonja, Madhuri, Thumuluru Kavitha, Latham, Scott, Knock, James, Drummond, Andrew, Ramsden, Fiona, Kubisz-Pudelko, Agnieszka, Walker, James, Moppett, Iain, White, Louise, Jackson, Matthew, Reschreiter, Henrik, Innes, Richard, Chew, Michelle, Kalman, Sigridur, Wallden, Jakob, Schening, Anna, Jonikaite, Lina, Enlund, Anna, De Baerdemaeker, Luc, Morrison, Stuart, Rex, Steffen, Alexis, Alexandros, Khoronenko, Viktoria E., Belskii, Vladislav, Kaznacheeva, Kseniya, Gritsan, Alexey, Yeoh, Cindy B., Malinovska-Nikolovska, Liljana, Golubović, Mladjan, Kotzinger, Oskar, Des Deserts, Marc Danguy, Ducrocq, Nicolas, Bonnet, Jean François, Cusack, Barbara, Nallbani, Rajmonda, Daamen, Sylvia, Plichon, Benoit, Harlet, Pierre, Farsi, Slama, Sepehr, Saman Homayun, Espinosa, David, Lurati Buse, Giovanna A., Mauermann, Eckhard, Filipovic, Miodrag, Beck-Schimmer, Beatrice, Gillmann, Hans-Jörg, Guzzetti, Luca, Kotfis, Katarzyna, Wulf, Hinnerk, Larmann, Jan, Corneci, Dan, Chammartin-Basnet, Frederique

Publikováno v: In British Journal of Anaesthesia June 2023 130(6):655-665

Continuity of Parental Responsibility in Child Abduction Cases: Lesson Learned from the Case of Z. v. Croatia

Autor: Mirela Župan, Martina Drventić Barišin

Publikováno v: Laws, Vol 12, Iss 5, p 82 (2023)

The new ECtHR decision in the case of Z. v. Croatia suggests that the rule of parental responsibility acquired ex lege is not always easy to implement in child abduction cases. The case primarily raised the question of determining whether the removal

Externí odkaz: https://doaj.org/article/43ff91e6099c4edf9bd538e26323dea8