Handling Overlapping Asymmetric Datasets -- A Twice Penalized P-Spline Approach

Autor: McTeer, Matthew, Henderson, Robin, Anstee, Quentin M, Missier, Paolo

Overlapping asymmetric datasets are common in data science and pose questions of how they can be incorporated together into a predictive analysis. In healthcare datasets there is often a small amount of information that is available for a larger numb

Externí odkaz: http://arxiv.org/abs/2311.10489

Performance of non-invasive tests and histology for the prediction of clinical outcomes in patients with non-alcoholic fatty liver disease: an individual participant data meta-analysis

Autor: Anstee, Quentin M, Daly, Ann K, Govaere, Olivier, Cockell, Simon, Tiniakos, Dina, Bedossa, Pierre, Burt, Alastair, Oakley, Fiona, Cordell, Heather J, Day, Christopher P, Wonders, Kristy, Missier, Paolo, McTeer, Matthew, Vale, Luke, Oluboyede, Yemi, Breckons, Matt, Bossuyt, Patrick M, Zafarmand, Hadi, Vali, Yasaman, Lee, Jenny, Nieuwdorp, Max, Holleboom, Adriaan G, Verheij, Joanne, Ratziu, Vlad, Clément, Karine, Patino-Navarrete, Rafael, Pais, Raluca, Paradis, Valerie, Schuppan, Detlef, Schattenberg, Jörn M, Surabattula, Rambabu, Myneni, Sudha, Straub, Beate K, Vidal-Puig, Toni, Vacca, Michele, Rodrigues-Cuenca, Sergio, Allison, Mike, Kamzolas, Ioannis, Petsalaki, Evangelia, Campbell, Mark, Lelliott, Chris J, Davies, Susan, Orešič, Matej, Hyötyläinen, Tuulia, McGlinchey, Aiden, Mato, Jose M, Millet, Óscar, Dufour, Jean-François, Berzigotti, Annalisa, Masoodi, Mojgan, Pavlides, Michael, Harrison, Stephen, Neubauer, Stefan, Cobbold, Jeremy, Mozes, Ferenc, Akhtar, Salma, Olodo-Atitebi, Seliat, Banerjee, Rajarshi, Kelly, Matt, Shumbayawonda, Elizabeth, Dennis, Andrea, Andersson, Anneli, Wigley, Ioan, Romero-Gómez, Manuel, Gómez-González, Emilio, Ampuero, Javier, Castell, Javier, Gallego-Durán, Rocío, Fernández, Isabel, Montero-Vallejo, Rocío, Karsdal, Morten, Rasmussen, Daniel Guldager Kring, Leeming, Diana Julie, Sinisi, Antonia, Musa, Kishwar, Sandt, Estelle, Tonini, Manuela, Bugianesi, Elisabetta, Rosso, Chiara, Armandi, Angelo, Marra, Fabio, Gastaldelli, Amalia, Svegliati, Gianluca, Boursier, Jérôme, Francque, Sven, Vonghia, Luisa, Driessen, Ann, Ekstedt, Mattias, Kechagias, Stergios, Yki-Järvinen, Hannele, Porthan, Kimmo, Arola, Johanna, van Mil, Saskia, Papatheodoridis, George, Cortez-Pinto, Helena, Rodrigues, Cecilia M P, Valenti, Luca, Pelusi, Serena, Petta, Salvatore, Pennisi, Grazia, Miele, Luca, Geier, Andreas, Trautwein, Christian, Reißing, Johanna, Aithal, Guruprasad P, Francis, Susan, Palaniyappan, Naaventhan, Bradley, Christopher, Hockings, Paul, Schneider, Moritz, Newsome, Philip, Hübscher, Stefan, Wenn, David, Rosenquist, Christian, Trylesinski, Aldo, Mayo, Rebeca, Alonso, Cristina, Duffin, Kevin, Perfield, James W, Chen, Yu, Yunis, Carla, Tuthill, Theresa, Harrington, Magdalena Alicia, Miller, Melissa, Chen, Yan, McLeod, Euan James, Ross, Trenton, Bernardo, Barbara, Schölch, Corinna, Ertle, Judith, Younes, Ramy, Oldenburger, Anouk, Coxson, Harvey, Ostroff, Rachel, Alexander, Leigh, Biegel, Hannah, Kjær, Mette Skalshøi, Harder, Lea Mørch, Davidsen, Peter, Ellegaard, Jens, Balp, Maria-Magdalena, Brass, Clifford, Jennings, Lori, Martic, Miljen, Löffler, Jürgen, Applegate, Douglas, Shankar, Sudha, Torstenson, Richard, Lindén, Daniel, Fournier-Poizat, Céline, Llorca, Anne, Kalutkiewicz, Michael, Pepin, Kay, Ehman, Richard, Horan, Gerald, Ho, Gideon, Tai, Dean, Chng, Elaine, Patterson, Scott D, Billin, Andrew, Doward, Lynda, Twiss, James, Thakker, Paresh, Derdak, Zoltan, Landgren, Henrik, Lackner, Carolin, Gouw, Annette, Hytiroglou, Prodromos, Mózes, Ferenc E, Lee, Jenny A, Alzoubi, Osama, Staufer, Katharina, Trauner, Michael, Paternostro, Rafael, Stauber, Rudolf E, van Dijk, Anne-Marieke, Mak, Anne Linde, de Saint Loup, Marc, Shima, Toshihide, Gaia, Silvia, Shalimar, Lupșor-Platon, Monica, Wong, Vincent Wai-Sun, Li, Guanlin, Wong, Grace Lai-Hung, Karlas, Thomas, Wiegand, Johannes, Sebastiani, Giada, Tsochatzis, Emmanuel, Liguori, Antonio, Yoneda, Masato, Nakajima, Atsushi, Hagström, Hannes, Akbari, Camilla, Hirooka, Masashi, Chan, Wah-Kheong, Mahadeva, Sanjiv, Rajaram, Ruveena, Zheng, Ming-Hua, George, Jacob, Eslam, Mohammed, Viganò, Mauro, Ridolfo, Sofia, Aithal, Guruprasad Padur, Lee, Dae Ho, Nasr, Patrik, Cassinotto, Christophe, de Lédinghen, Victor, Mendoza, Yuly P, Noureddin, Mazen, Truong, Emily, Harrison, Stephen A

Publikováno v: In The Lancet Gastroenterology & Hepatology August 2023 8(8):704-713

Machine learning approaches to enhance diagnosis and staging of patients with MASLD using routinely available clinical information.

Autor: McTeer, Matthew¹ (AUTHOR) M.McTeer@newcastle.ac.uk, Applegate, Douglas² (AUTHOR), Mesenbrink, Peter³ (AUTHOR), Ratziu, Vlad⁴ (AUTHOR), Schattenberg, Jörn M.⁵ (AUTHOR), Bugianesi, Elisabetta⁶ (AUTHOR), Geier, Andreas⁷ (AUTHOR), Romero Gomez, Manuel⁸ (AUTHOR), Dufour, Jean-Francois⁹ (AUTHOR), Ekstedt, Mattias¹⁰ (AUTHOR), Francque, Sven¹¹ (AUTHOR), Yki-Jarvinen, Hannele¹² (AUTHOR), Allison, Michael¹³ (AUTHOR), Valenti, Luca¹⁴ (AUTHOR), Miele, Luca¹⁵ (AUTHOR), Pavlides, Michael¹⁶ (AUTHOR), Cobbold, Jeremy¹⁶ (AUTHOR), Papatheodoridis, Georgios¹⁷ (AUTHOR), Holleboom, Adriaan G.¹⁸ (AUTHOR), Tiniakos, Dina^17,19 (AUTHOR)

Publikováno v: PLoS ONE. 2/29/2024, Vol. 19 Issue 2, p1-17. 17p.

Handling Overlapping Asymmetric Data Sets—A Twice Penalized P-Spline Approach

Autor: Matthew McTeer, Robin Henderson, Quentin M. Anstee, Paolo Missier

Publikováno v: Mathematics, Vol 12, Iss 5, p 777 (2024)

Aims: Overlapping asymmetric data sets are where a large cohort of observations have a small amount of information recorded, and within this group there exists a smaller cohort which have extensive further information available. Missing imputation is

Externí odkaz: https://doaj.org/article/936066c9cf9a4e22994fca26259b2eff

Global trends in opioid use for pain management in acute pancreatitis: A multicentre prospective observational study

Autor: Knoph, Cecilie Siggaard, Lucocq, James, Kamarajah, Sivesh Kathir, Olesen, Søren Schou, Jones, Michael, Samanta, Jayanta, Talukdar, Rupjyoti, Capurso, Gabriele, de‐Madaria, Enrique, Yadav, Dhiraj, Siriwardena, Ajith K., Windsor, John, Drewes, Asbjørn Mohr, Nayar, Manu, Cark, Neil, Pius, Riinu, Houghton, Eduardo, Gimenéz, Mariano, Uribe, Karla, Rodriguez, Florencia, Gundara, Justin, Mackay, Thomas, Phan, Huynh, Lewin, Joel, McElhatton, Claire, Siriwardhane, Mehan, Hodgson, Russell, Malik, Hassan, Ward, Ryan, Young, Kerilee, Bappayya, Shaneel, Loveday, Benjamin, Samra, Jaswinder, Gall, Tamara, Mittal, Anubhav, Chan, Ting Ting, Lo, Vincent Wing‐ho, Liang, Hui, Wang, Cong, Huang, Wei, Jin, Tao, Wu, Yongzi, Xia, Qing, Georgio, Nikolaou, Koronakis, Nikolaos, Davidsen, Line, Hamed, Emad, Mohamed, Salem, Demetrashvili, Zaza, Tvaladze, Ana, Kachakhidze, Irakli, Zurabashvili, Tea, Ioannidis, Orestis, Kapiris, Stylianos, Mavrodimitraki, Eleni, Sotiropoulou, Maria, Machairas, Nikolaos, Schizas, Dimitrios, Syllaios, Athanasios, Vailas, Michail, Chlorakis, Georgios, Kalaitzakis, Evangelos, Tsafaridou, Maria, Mulita, Francesk, Verras, Georgios‐Ioannis, Gupta, Amit, Rajput, Deepak, Sharma, Oshin, Goud, Rajesh, Unnisa, Misbah, Bains, Lovenish, Singh, Nishu, Dhar, Jahnvi, Abdelmoeti, Mahmoud, Súilleabháin, Criostóir Ó, O'Connell, Robert, Calabro, Marcello, La Terra, Antonio, Muretore, Andrea, Contul, Riccardo Brachet, Diotallevi, Margherita, Mascaro, Annamaria, Millo, Paolo, Biondo, Santino Antonio, Mazzeo, Carmelo, Cucinotta, Eugenio, Fleres, Francesco, Marinak, AOUG, Brocco, Veronica, Ceresoli, Marco, Rennis, Maria, Centonze, Danilo, Distefano, Coatanza, Veroux, Massimiliano, Zerbo, Domenico, Bogoni, Selene, Biloslavo, Alan, Bianchi, Velentina, Candelli, Marcello, Franceschi, Francesco, Gasbarrini, Antonio, Nista, Enrico, Sganga, Gabriele, Tropeano, Giuseppe, Policlinico, Fondazione, Altieri, Caterina, Dinuzzi, Vincenza, Marconi, Matteo, Rivolta, Umberto, Dameno, Vitale 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Publikováno v: United European Gastroenterology Journal; October 2024, Vol. 12 Issue: 8 p1114-1127, 14p