Development of automated neural network prediction for echocardiographic left ventricular ejection fraction

Autor: Yuting Zhang, Boyang Liu, Karina V. Bunting, David Brind, Alexander Thorley, Andreas Karwath, Wenqi Lu, Diwei Zhou, Xiaoxia Wang, Alastair R. Mobley, Otilia Tica, Georgios V. Gkoutos, Dipak Kotecha, Jinming Duan

Publikováno v: Frontiers in Medicine, Vol 11 (2024)

IntroductionThe echocardiographic measurement of left ventricular ejection fraction (LVEF) is fundamental to the diagnosis and classification of patients with heart failure (HF).MethodsThis paper aimed to quantify LVEF automatically and accurately wi

Externí odkaz: https://doaj.org/article/cae6b696dd1141289c35b8b6ded4efb5

Learning to rank Higgs boson candidates

Autor: Marius Köppel, Alexander Segner, Martin Wagener, Lukas Pensel, Andreas Karwath, Christian Schmitt, Stefan Kramer

Publikováno v: Scientific Reports, Vol 12, Iss 1, Pp 1-10 (2022)

Abstract In the extensive search for new physics, the precise measurement of the Higgs boson continues to play an important role. To this end, machine learning techniques have been recently applied to processes like the Higgs production via vector-bo

Externí odkaz: https://doaj.org/article/12b697b409ce48cc93c1634b648702a9

Evaluation and improvement of the National Early Warning Score (NEWS2) for COVID-19: a multi-hospital study

Autor: Ewan Carr, Rebecca Bendayan, Daniel Bean, Matt Stammers, Wenjuan Wang, Huayu Zhang, Thomas Searle, Zeljko Kraljevic, Anthony Shek, Hang T. T. Phan, Walter Muruet, Rishi K. Gupta, Anthony J. Shinton, Mike Wyatt, Ting Shi, Xin Zhang, Andrew Pickles, Daniel Stahl, Rosita Zakeri, Mahdad Noursadeghi, Kevin O’Gallagher, Matt Rogers, Amos Folarin, Andreas Karwath, Kristin E. Wickstrøm, Alvaro Köhn-Luque, Luke Slater, Victor Roth Cardoso, Christopher Bourdeaux, Aleksander Rygh Holten, Simon Ball, Chris McWilliams, Lukasz Roguski, Florina Borca, James Batchelor, Erik Koldberg Amundsen, Xiaodong Wu, Georgios V. Gkoutos, Jiaxing Sun, Ashwin Pinto, Bruce Guthrie, Cormac Breen, Abdel Douiri, Honghan Wu, Vasa Curcin, James T. Teo, Ajay M. Shah, Richard J. B. Dobson

Publikováno v: BMC Medicine, Vol 19, Iss 1, Pp 1-16 (2021)

Abstract Background The National Early Warning Score (NEWS2) is currently recommended in the UK for the risk stratification of COVID-19 patients, but little is known about its ability to detect severe cases. We aimed to evaluate NEWS2 for the predict

Externí odkaz: https://doaj.org/article/450ca9406c4a4eb2b3e1b4b61cad19e0

Effects of hospital facilities on patient outcomes after cancer surgery

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Kenneth, A McLean, Rachel, Moore, Dion, Morton, Dmitri, Nepogodiev, Faustin, Ntirenganya, Francesco, Pata, Thomas, Pinkney, Ahmad Uzair Qureshi, Antonio Ramos-De la Medina, Aya, Riad, Hosni Khairy Salem, Joana, Simões, Richard, Spence, Neil, Smart, Stephen, Tabiri, Hannah, Thomas, Thomas, G Weiser, Malcolm, West, John, Whitaker, Ewen, M Harrison, Arben, Gjata, Maria Marta Modolo, Sebastian, King, Erick, Chan, Sayeda Nazmun Nahar, Ade, Waterman, Dominique, Vervoort, Alemayehu Ginbo Bedada, Bernardo De Azevedo, Ana Gabriela Figueiredo, Manol, Sokolov, Venerand, Barendegere, Gerald, Ekwen, Arnav, Agarwal, Qinyang, Liu, Juan Camilo Correa, Kalisya Luc Malemo, Jacques, Bake, Jakov, Mihanovic, Kamila, Kunčarová, Julius, Orhalmi, Hosni, Salem, Jyri, Teras, Aristotelis, Kechagias, Alexis, P Arnaud, Judith, Lindert, Vasileios, Kalles, Maria-Lorena, Aguilera-Arevalo, Gustavo, Recinos, Zsolt, Baranyai, Basant, Kumar, Harish Neelamraju Lakshmi, Sanoop Koshy Zachariah, Philip, Alexander, Sunil 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Jonathan, Gani, Yao Kuan Goh, Jun Young Jeong, Brendan, Mcmanus, Prakash, Nagappan, Peter, Pockney, Anya, Rugendyke, Mahsa, Sarrami, Stephen, Smith, Vanessa, Wills, Hsu Ven Wong, Geoffrey, Ye, Geoffrey, Zhang, Ethan, Brooker, Daniel, Feng, Bonnie, Lau, Carlin, Ngai, Sarah, Birks, David, Gyorki, Jaime Otero de Pablos, Ali, Abbosh, Chris, Gillespie, Ahmed, Mahmoud, Bianca, Kwan, Joshua, Lawson, Andrea, Warwick, Janne, Bingham, Andrew, J Cockbain, Nagendra Naidu Dudi-Venkata, Jordan, Ellaby-Hall, Ben, Finlay, Emily, Humphries, Jade, Pisaniello, Monique, Pisaniello, Salma, Salih, Tarik, Sammour, Haidar Hadri Abd Wahab, April De Silva, Nicola, Hayward, Kartik, Iyer, Guy, Maddern, Gian Andrea Prevost, Naga, Annapureddy, Krishna Pranathi Settipalli, Jeremy, Yeo, Lucy, Hempenstall, Lily, Pham, Shaun, Purcell, Cherry, Talavera, Ashish, I Vaska, Gurpreet, Chaggar, Phillip, Chrapko, Annelise, Cocco, Sarah Michelle Crystal Jade Coulter-Nile, Grahame, Ctercteko, James, French, Houchen, Gong, 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Yotsov, Boyko, Atanasov, Nikolay, Belev, Mihail, Slavchev, Carlos, Nsengiyumva, Elgan, Jones, Simon, Stock, Steve, Kyota, James, Brown, Tresor Mabanza, K, Lemery Nigo Samuel, Chidi, Otuneme, Ngwang, Prosper, Franklin, Umenze, Marylise, Boutros, Natasha, Caminsky, Sinziana, Dumitra, Richard, Garfinkle, Dominique, Morency, Ebram, Salama, Alexander, Banks, Lorenzo, Ferri, Haitian, He, Amit, Katz, Alexander Sender Liberman, Sarkis, Meterissian, Allison, Pang, Elena, Parvez, Usmaan, Hameed, Fahima, Osman, Sangita, Sequeira, Natalie, Coburn, Alisha, Jaffer, Paul, Karanicolas, Matthew, Mosseler, Reilly, Musselman, Xinyuan, Liu, Ching Wan Yip, Juan Sebastian Garces-Otero, Carolina, Guzman, Sebastian, Sierra, Andres Uribe Valencia, Paulo Andrés Cabrera Rivera, Saul, Camelo, Andrea, Gonzalez, Alejandro, González-Orozco, Manuel Santiago Mosquera Paz, Carlos J- Perez Rivera, Felipe, Gonzalez, Andres, Isaza-Restrepo, Laura, Nino-Torres, Natalia Arias Madrid, Maria Clara Mendoza Arango, Justin, Tsandiraki, Damir, Jemendžić, Branislav, Kocman, Oliver, Šuman, Renata, Canic, Darko, Jurišić, Ivana, Karakas, Ana Krizanovic Rupcic, Vlatka, Pitlovic, Josip, Samardžić, Mario, Kopljar, Ivan, Bacic, Edgar, Domini, Robert, Karlo, Danijela, Miljanić, Andrea, Simic, Mariam, Ahmed, Majdi Al Nassrallah, Rabiya, Altaf, Talal, Amjad, Ruba, Eltoum, Heba, Haidar, Alhassan, Hassan, Omar, Khalil, Marwan, Qasem, Rommel, Ramesh, Gautham, Sajith, Maham, Wisal, Jan, Žatecký, Michele, Bujda, Katerina, Jirankova, Ales, Paclik, Aya, Abdallah, Mariam Abdulgawad Almogy, Esraa Ayman El-Sawy, Ahmed Moustafa ElFayoumy, Nourhan, Elghareeb, Nourhan Ahmed Esmat, Ahmed, Fadel, Abdullah, Habater, Heba, Hamdy, Amr, Hefni, Marwa, Kamal, Norhan Mohamed Abobakr, Ahmed, Sayed, Nancy, Shaker, Ehab, Taha, Hoda, Tharwat, Omar, Zakaria, Ibrahem, Abdelmotaleb, Ali, Al-Dhufri, Hamza, S Al-Himyari, Enas El Sheikh, Asmaa, Eldmaty, Aya, Elkhalawy, Ahmed, M Elkhashen, Kithara, Magdy, Safa, Mostafa, Habib Doutoum Sadia, Mohamed 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Fawzy, Hgag, Mohamed, Ibrahim, Mahmoud, Morsy, Mohamed Reda Loaloa, Ahmed, Refaat, Hadeer, Samir, Fatma, Shahien, Mohamed, Sobhy, Fathy, Sroor, Esraa, Abdellatif, Marina, Adel, Amr Abdelghani Afifi, Eman, Afifi, Marco, Antaky, Amr, Dawoud, Naira El Zoghby, Amira, El-Remaily, Ali Abdelazez Elzanfaly, Ahmed, Gadallah, Fatma Alzahraa Gamal, Omar, Hashem, Shrouk Medhat Youssef, Aliaa Muhammad Attyah, Malak, Munir, Omar, Shazly, Esraa, Taha, Karim, Wilson, Sawsan, Adel, Asmaa, Ali, Esraa, Eid, Esraa, Elhelow, Marwa, Elmahdy, Bassant, Elshatby, Amany Hossam El-Din Zakaria, Ahmad, Hossny, Eman, Ibrahim, Ahmed, M Yonis, Maram, Metwalli, Basant, Yousry, Esraa, Zid, Mina, A Yacoub, Ahmed, Abdelhakim, Nervana, Abouelsoad, Mo'Min, Alkhatib, Ahmed, Ashraf, Alaa, Ashraf, Yasmin, Elazab, Mahmoud, Elfanty, Osama, Elkabir, Mai, Elsayed, Ahmed, Elshimy, Hager, Elsobky, John, Eskander, Ahmed, Gad, Ward, Hamsho, Noura Khaled Abdelwahed, Menna, Magdy, Dalia, Moharam, Abeer, Osama, Shereen, Ramadan, Radwa, Roum, Taqwa, Sayed, Tarneem, Shehada, Ahmed Mohy Zidan, Khalid, Abbas, Amr, Ali, Mohamed, Attia, Mohamed, Balata, Ayman El Nakeeb, Mohamed Ibrahim Elsayed Elewaily, Ahmed, Elfallal, Hossam, Elfeki, Ahmed, Elkhadragy, Sameh, Emile, Helmy, Ezzat, Hasnaa, Hosni, Islam, Mansour, Waleed, Omar, Gehad, Othman, Kareem, Sadek, Mostafa, Shalaby, Noura, Shehab-Eldeen, Rawda Anas Khalifa, Helmy, Badr, Mostafa, Eldeep, Ahmed, Eldeep, Amany Eldoseuky Mohammed, Salwa, Khallaf, Eman Magdy Hegazy, Rokia, Mahmoud, Pola, Mikhail, Mahmoud, Morsi, Sara, Mowafy, Dina, Raafat, Amina, Safy, Marwa, Sera, Ahmed Shible Sera, Mostafa Salim Mohamed AbdAllah, Muhammad, Abdelkader, Abdulrahman Osama Abdou, Ahmedgaber, Ahmed, Shireen, Gaafar, Fatma Ibrahim Negm, Mina, Lapic, Ahmed, Maher, Hagar, Mahmoud, Ahmed, Mostafa, Mohamed, Samir, Fatma, Samy, Nourhan, Semeda, Hind, I Shalaby, Alaa, El-Taweel, Ahmed Galal Elnagar, Ahmed Gamal Hemidan, Mohamed, Hussein, Ahmed, A Kandil, Moawad, Mf, Ayat Allah Nasser Hamamah, 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Antonella La Brocca, Leo, Licari, Brenda, Randisi, Giovanna, Rizzo, Giulia, Rotolo, Giuseppe, Salamone, Roberta, Tutino, Paolina, Venturelli, Stefano, Malabarba, Alessandro, Sgrò, Ivan, Vella, Bruno, Cirillo, Daniele, Crocetti, Giorgio De Toma, Pierfrancesco, Lapolla, Andrea, Mingoli, Paolo, Sapienza, Angela, Belvedere, Stefania, Bianchini, Margherita, Binetti, Arianna, Birindelli, Valeria, Tonini, Mauro, Podda, Fabio, Pulighe, Michele De Rosa, Lorenzo, Bono, Felice, Borghi, Paolo, Geretto, Maria Carmela Giuffrida, Corrado, Lauro, Alessandra, Marano, Luca, Pellegrino, Paola, Salusso, Diego, Sasia, Michela, Campanelli, Alberto Realis Luc, Mario, Trompetto, Roberto, Cardia, Nicola, Cillara, Antonio Nicola Giordano, Antonio, Costanzo, Mario Alessandro Giovilli, Luca, Turati, Silvestro, Canonico, Sciaudone, Guido, Francesco, Selvaggi, Lucio, Selvaggi, Nader, Albsoul, Ahmad, Albsoul, Ala'a Aldeen Alkhatib, Osama, Alsallaq, Justin, Z Amarin, Rami, Ayoub, Isam, Bsisu, S El Muhtaseb, M, Mohammad, Jabaiti, Jamal, Melhem, Yasmeen, Z Qwaider, Mohammad Hasan Salameh, Ahmad, Suleihat, Haya, H Suradi, Mohammad, Alammarin, Almoutuz, Aljaafreh, Mohammad Bani Hani, Zeina Bani Hani, Farah Bani Hani, Toqa, Fahmawee, Shadi, Hamouri, Cyrine, Katanani, Ra'Fat, Tawalbeh, Tamara, Tawalbeh, Hassan, Zawahrah, Mohamad, K Abou Chaar, Lana, Abusalem, Mahmoud, Al-Masri, Hani, Al-Najjar, Lutfi, Barghuthi, Zahra, Ahmed, Adnan, Maulana, Omar, Ngotho, Charbel, Kamau, Aruyaru Stanley Mwenda, Fridah, Bosire, Elizabeth, Mwachiro, Robert, Parker, Ian, Simel, Kimutai, Sylvester, Abdulmunem Ahmed Mustafa Althini, Sofian, Elbarouni, Aya Elseed Elbeshina, Ahmed, Gwea, Ans, Malek, Wedad Albashir Masoud Farag, Abdulwahab, Abdalei, Abu Baker Abdel Malik, Areej, Abo-Khammash, Ma'Aly, Abuhlaiga, Nour, Adnan, Marwa, Albaggar, Asma, Alfitory, Asma, Aljanfi, Fakhruddin, Almuzghi, Zohoor, Altumei, Fatima, Alzabti, Hana, Ashoushan, Mohamed, Assalhi, Joma, Azzubia, Sondos, Bnhameida, Malik, Delhen, Houssein, 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Publikováno v: The Lancet Global Health, 10(7), e1003-e1011. Elsevier BV
Knight, S & Harrison, E M 2022, ' Effects of hospital facilities on patient outcomes after cancer surgery : an international, prospective, observational study ', The Lancet Global Health, vol. 10, no. 7, pp. e1003–11 . https://doi.org/10.1016/S2214-109X(22)00168-1
GlobalSurg Collaborative and NIHR Global Health Research Unit on Global Surgery 2022, ' Effects of hospital facilities on patient outcomes after cancer surgery : an international, prospective, observational study ', The Lancet Global Health, vol. 10, no. 7, pp. e1003-e1011 . https://doi.org/10.1016/S2214-109X(22)00168-1

© 2022 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 licenseBackground: Early death after cancer surgery is higher in low-income and middle-income countries (LMICs) compared with in high-income countrie

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::164d85bf64d683c3aec26d8407b84b56
http://www.scopus.com/inward/record.url?scp=85131913282&partnerID=8YFLogxK

Redefining β-blocker response in heart failure patients with sinus rhythm and atrial fibrillation: a machine learning cluster analysis

Autor: Simrat Gill, Jinming Duan, Victor Roth Cardoso, Emma Jane Bruce, Andrey D. Barsky, Karina V Bunting, Otilia Tica, Georgios V. Gkoutos, Marcus Flather, Luke T. Slater, Alastair R. Mobley, Saisakul Chernbumroong, Dipak Kotecha, Xiaoxia Wang, John A. Williams, Andrew J.S. Coats, Furqan Aziz, Samantha C. Pendleton, Andreas Karwath

Publikováno v: Lancet
Lancet (London, England)

Background:\ud Mortality remains unacceptably high in patients with heart failure and reduced left ventricular ejection fraction (LVEF) despite advances in therapeutics. We hypothesised that a novel artificial intelligence approach could better asses

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::24623eb13d9cbfe12cba6ab924259a1e
https://doi.org/10.1016/s0140-6736(21)01638-x