Federated learning for predicting clinical outcomes in patients with COVID-19

Autor: Dayan, Ittai, Roth, Holger R, Zhong, Aoxiao, Harouni, Ahmed, Gentili, Amilcare, Abidin, Anas Z, Liu, Andrew, Costa, Anthony Beardsworth, Wood, Bradford J, Tsai, Chien-Sung, Wang, Chih-Hung, Hsu, Chun-Nan, Lee, CK, Ruan, Peiying, Xu, Daguang, Wu, Dufan, Huang, Eddie, Kitamura, Felipe Campos, Lacey, Griffin, de Antônio Corradi, Gustavo César, Nino, Gustavo, Shin, Hao-Hsin, Obinata, Hirofumi, Ren, Hui, Crane, Jason C, Tetreault, Jesse, Guan, Jiahui, Garrett, John W, Kaggie, Joshua D, Park, Jung Gil, Dreyer, Keith, Juluru, Krishna, Kersten, Kristopher, Rockenbach, Marcio Aloisio Bezerra Cavalcanti, Linguraru, Marius George, Haider, Masoom A, AbdelMaseeh, Meena, Rieke, Nicola, Damasceno, Pablo F, E Silva, Pedro Mario Cruz, Wang, Pochuan, Xu, Sheng, Kawano, Shuichi, Sriswasdi, Sira, Park, Soo Young, Grist, Thomas M, Buch, Varun, Jantarabenjakul, Watsamon, Wang, Weichung, Tak, Won Young, Li, Xiang, Lin, Xihong, Kwon, Young Joon, Quraini, Abood, Feng, Andrew, Priest, Andrew N, Turkbey, Baris, Glicksberg, Benjamin, Bizzo, Bernardo, Kim, Byung Seok, Tor-Díez, Carlos, Lee, Chia-Cheng, Hsu, Chia-Jung, Lin, Chin, Lai, Chiu-Ling, Hess, Christopher P, Compas, Colin, Bhatia, Deepeksha, Oermann, Eric K, Leibovitz, Evan, Sasaki, Hisashi, Mori, Hitoshi, Yang, Isaac, Sohn, Jae Ho, Murthy, Krishna Nand Keshava, Fu, Li-Chen, de Mendonça, Matheus Ribeiro Furtado, Fralick, Mike, Kang, Min Kyu, Adil, Mohammad, Gangai, Natalie, Vateekul, Peerapon, Elnajjar, Pierre, Hickman, Sarah, Majumdar, Sharmila, McLeod, Shelley L, Reed, Sheridan, Gräf, Stefan, Harmon, Stephanie, Kodama, Tatsuya, Puthanakit, Thanyawee, Mazzulli, Tony, de Lavor, Vitor Lima, Rakvongthai, Yothin, Lee, Yu Rim, Wen, Yuhong, Gilbert, Fiona J, Flores, Mona G, Li, Quanzheng

Publikováno v: Nature medicine, vol 27, iss 10

Federated learning (FL) is a method used for training artificial intelligence models with data from multiple sources while maintaining data anonymity, thus removing many barriers to data sharing. Here we used data from 20 institutes across the globe

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______325::cd17e39c003c4f4847e11b9ced64f109
https://escholarship.org/uc/item/6gc9c8js

Tadalafil, a Long-Acting Inhibitor of PDE5, Improves Pulmonary Hemodynamics and Survival Rate of Monocrotaline-Induced Pulmonary Artery Hypertension in Rats

Autor: Kazuhisa Fujita, Anthony Beardsworth, Masami Kato, Takahiro Nakazawa, Fusae Sawamura

Publikováno v: Journal of Pharmacological Sciences, Vol 111, Iss 3, Pp 235-243 (2009)

The aim of this study was to assess the effect of tadalafil (0.5, 2.5, and 10 mg/kg per day) on the progression of pulmonary arterial hypertension (PAH) in early treatment and on the survival rate in late treatment on the monocrotaline (MCT)-induced

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::efc0c351f9b6d5285585eaadb7c9b73e
https://doi.org/10.1254/jphs.09110fp

Therapeutic Effectiveness and Patient Satisfaction after 6 Months of Treatment with Tadalafil, Sildenafil, and Vardenafil: Results from the Erectile Dysfunction Observational Study (EDOS)

Autor: Antonio Martin‐Morales, Anthony Beardsworth, Josep Maria Haro, Stathis Kontodimas, Jordan Bertsch

Publikováno v: European Urology. 51:541-550

Objective This observational study was conducted across Europe to assess health outcomes in men with erectile dysfunction (ED) who took tadalafil, sildenafil citrate (sildenafil), or vardenafil HCl (vardenafil) for 6 mo. Methods Therapy effectiveness

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6822d51acedcc76089f4dc95fa139362
https://doi.org/10.1016/j.eururo.2006.09.027

ORIGINAL RESEARCH—ED PHARMACOTHERAPY: Psychosocial Outcomes and Drug Attributes Affecting Treatment Choice in Men Receiving Sildenafil Citrate and Tadalafil for the Treatment of Erectile Dysfunction: Results of a Multicenter, Randomized, Open‐Label, Crossover Study

Autor: Raymond C. Rosen, John Dean, Vincezo Gentile, Margaret R. Warner, Furio Pirozzi‐Farina, Yanli Zhao, Anthony Beardsworth, Geoffrey Hackett

Publikováno v: The Journal of Sexual Medicine. 3:650-661

Introduction Although sildenafil citrate (sildenafil) and tadalafil are efficacious and well‐tolerated treatments for erectile dysfunction (ED), preference studies have shown that patients may favor one medication over the other. Aim To determine w

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::da80515e09dfcc60eafface08adc0908
https://doi.org/10.1111/j.1743-6109.2006.00261.x

Efficacy and safety of tadalafil in a Western European population of men with erectile dysfunction

Autor: Ian Eardley, Geoff Hackett, Christine Wang, Vincenzo Gentile, Danilo Lembo, Edoardo Austoni, Anthony Beardsworth

Publikováno v: BJU International. 94:871-877

To evaluate, in a randomized, double-blind, placebo-controlled, multicentre trial, the safety and efficacy of on-demand tadalafil (an oral phosphodiesterase type-5 inhibitor approved in many countries for treating erectile dysfunction, ED) in a Weste

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b24494d862d176fe43d2ea2fad516e14
https://doi.org/10.1111/j.1464-410x.2004.05049.x