Results 21 to 30 of about 29,110,946 (332)

A new prediction model for ventricular arrhythmias in arrhythmogenic right ventricular cardiomyopathy

European Heart Journal, 2022
Aims Arrhythmogenic right ventricular dysplasia/cardiomyopathy (ARVC) is characterized by ventricular arrhythmias (VAs) and sudden cardiac death (SCD). We aimed to develop a model for individualized prediction of incident VA/SCD in ARVC patients. Methods
Julia Cadrin-Tourigny, L. Bosman, A. Nozza, Weijia Wang, R. Tadros, Aditya Bhonsale, M. Bourfiss, A. Fortier, Øyvind H. Lie, A. Saguner, A. Svensson, A. Andorin, C. Tichnell, B. Murray, K. Zeppenfeld, M. P. van den Berg, F. Asselbergs, A. Wilde, A. Krahn, M. Talajic, Léna Rivard, Stephen P. Chelko, Stefan L. Zimmerman, I. Kamel, J. Crosson, D. Judge, S. Yap, J. F. van der Heijden, H. Tandri, J. Jongbloed, M. Guertin, J. V. van Tintelen, P. Platonov, F. Duru, K. Haugaa, P. Khairy, R. Hauer, H. Calkins, A. T. te Riele, C. James   +39 more
semanticscholar   +1 more source

Calculating the sample size required for developing a clinical prediction model

British medical journal, 2020
Clinical prediction models aim to predict outcomes in individuals, to inform diagnosis or prognosis in healthcare. Hundreds of prediction models are published in the medical literature each year, yet many are developed using a dataset that is too small ...
R. Riley, J. Ensor, Kym I. E. Snell, F. Harrell, G. Martin, J. Reitsma, K. Moons, G. Collins, M. van Smeden   +8 more
semanticscholar   +1 more source

Wind Waves in the Mediterranean Sea: An ERA5 Reanalysis Wind-Based Climatology

Frontiers in Marine Science, 2021
A climatology of the wind waves in the Mediterranean Sea is presented. The climate patterns, their spatio-temporal variability and change are based on a 40-year (1980–2019) wave hindcast, obtained by combining the ERA5 reanalysis wind forcing with the ...
Francesco Barbariol, Silvio Davison, Francesco Marcello Falcieri, Rossella Ferretti, Rossella Ferretti, Antonio Ricchi, Antonio Ricchi, Mauro Sclavo, Alvise Benetazzo   +8 more
doaj   +1 more source

Minimum sample size for external validation of a clinical prediction model with a binary outcome

Statistics in Medicine, 2021
In prediction model research, external validation is needed to examine an existing model's performance using data independent to that for model development.
R. Riley, T. Debray, G. Collins, Lucinda Archer, J. Ensor, M. van Smeden, Kym I. E. Snell   +6 more
semanticscholar   +1 more source

An Unprecedented Set of High‐Resolution Earth System Simulations for Understanding Multiscale Interactions in Climate Variability and Change

Journal of Advances in Modeling Earth Systems, 2020
We present an unprecedented set of high‐resolution climate simulations, consisting of a 500‐year pre‐industrial control simulation and a 250‐year historical and future climate simulation from 1850 to 2100. A high‐resolution configuration of the Community
Ping Chang, Shaoqing Zhang, Gokhan Danabasoglu, Stephen G. Yeager, Haohuan Fu, Hong Wang, Frederic S. Castruccio, Yuhu Chen, James Edwards, Dan Fu, Yinglai Jia, Lucas C. Laurindo, Xue Liu, Nan Rosenbloom, R. Justin Small, Gaopeng Xu, Yunhui Zeng, Qiuying Zhang, Julio Bacmeister, David A. Bailey, Xiaohui Duan, Alice K. DuVivier, Dapeng Li, Yuxuan Li, Richard Neale, Achim Stössel, Li Wang, Yuan Zhuang, Allison Baker, Susan Bates, John Dennis, Xiliang Diao, Bolan Gan, Abishek Gopal, Dongning Jia, Zhao Jing, Xiaohui Ma, R. Saravanan, Warren G. Strand, Jian Tao, Haiyuan Yang, Xiaoqi Wang, Zhiqiang Wei, Lixin Wu   +43 more
doaj   +1 more source

Missing data is poorly handled and reported in prediction model studies using machine learning: a literature review.

Journal of Clinical Epidemiology, 2021
OBJECTIVES Missing data is a common problem during the development, evaluation, and implementation of prediction models. Although machine learning (ML) methods are often said to be capable of circumventing missing data, it is unclear how these methods ...
S. Nijman, A. Leeuwenberg, I. Beekers, I. Verkouter, Jjl Jacobs, M. Bots, FW Asselbergs, K. Moons, T. Debray   +8 more
semanticscholar   +1 more source

An air quality index prediction model based on CNN-ILSTM

Scientific Reports, 2022
Air quality index (AQI) is an essential measure of air pollution evaluation, which describes the air pollution degree and its impact on health, so the accurate prediction of AQI is significant.
Jingyang Wang, Xiaolei Li, Lukai Jin, Jiazheng Li, Qiuhong Sun, Haiyao Wang   +5 more
semanticscholar   +1 more source

Prediction of monthly Arctic sea ice concentrations using satellite and reanalysis data based on convolutional neural networks [PDF]

, 2020
Changes in Arctic sea ice affect atmospheric circulation, ocean current, and polar ecosystems. There have been unprecedented decreases in the amount of Arctic sea ice due to global warming.
Han, Daehyeon, Im, Jungho, Kim, Hyun-Cheol, Kim, Young Jun, Lee, Sanggyun   +4 more
core   +1 more source

Development of Moisture Prediction Model for Tea using Electrical Impedance Spectroscopy [PDF]

, 2017
Moisture is the most essential parameter for tea leaves for storage and consumption stage as it affects the physical and chemical aspects of tea leaves with which it relates the stability and freshness the tea leaves for a long time.
Bansod, B. K. (Baban), Sharma, A. (Arti), Thakur, R. (Ritula)   +2 more
core   +1 more source

Reliability prediction in model driven development [PDF]

, 2005
Evaluating the implications of an architecture design early in the software development lifecycle is important in order to reduce costs of development.
Rodrigues, G.N., Rosenblum, D.S., Uchitel, S.   +2 more
core   +1 more source