Models across institutions

Electronic health record (EHR) algorithms for defining patient cohorts are commonly shared as free-text descriptions that require human intervention both to interpret and implement. We developed the Phenotype Execution and Modeling Architecture (PhEMA, http://projectphema.org) to author and execute standardized computable phenotype algorithms.

7p visteverogers 24-06-2023 4 2   Download

To demonstrate enabling multi-institutional training without centralizing or sharing the underlying physical data via federated learning (FL). Materials and Methods: Deep learning models were trained at each participating institution using local clinical data, and an additional model was trained using FL across all of the institutions.

6p vighostrider 25-05-2023 9 2   Download

The CECL revised accounting standard for credit loss provisioning is intended to represent a forward-looking and proactive methodology that is conditioned on expectations of the economic cycle. In this study we analyze the impact of several modeling assumptions - such as the methodology for projecting expected paths of macroeconomic variables, incorporation of bank-specific variables or the choice of macroeconomic variables – upon characteristics of loan loss provisions, such as the degree of pro-cyclicality.

48p nguyenanhtuan_qb 09-07-2020 41 2   Download

The Internet challenged existing institutions and powerful interests: Technology was global, but its economic and business development was molded in the context of prevailing national institutions.Comparing the experiences of seven countries -- France, Germany, India, Japan, Sweden, South Korea, and the United States -- this book analyzes the rise of the Internet and its impact on changing national institutions.

354p thuymonguyen88 07-05-2013 84 41   Download

Many of us in the social sciences long to transfer knowledge across dis- ciplinary boundaries in a way that is true to our discipline yet useful to other disciplines. One way to satisfy this longing is to seize articles that address similar issues from dif erent disciplines and piece them together to forge new intellectual coherence that can push forward the frontiers of knowledge. This seems to be the way in which new i elds of study take root. While I applaud this style of scholarship and its development, this book attempts to do something a little dif erent....

376p layon_5 28-03-2013 56 11   Download

RightScale takes much of the risk out of choosing a cloud computing system by offering a free edition of its myCloud platform for developing and testing private cloud infrastructures. The open-source model is almost as revolutionary as the technology. The company makes its profit from services, once the cloud is up and running. Its specialty is fine-tuning servers to handle different types of data seamlessly while providing strategies that create as little downtime as possible. Solar power systems are not without risks too.

87p doiroimavanchuadc 19-02-2013 45 3   Download

The sample period for our study is November 1, 1999 through July 31, 2002. Our choice of sample period was primarily driven by data considerations, i.e., our empirical analysis requires secondary market daily prices of loans, which were not available prior to November 1, 1999. The dataset we use is a unique dataset of daily secondary market loan prices from the Loan Syndications and Trading Association (LSTA) and Loan Pricing Corporation (LPC) mark-to-market pricing service, supplied to over 100 institutions managing over $200 billion in bank loan assets.

0p enter1cai 16-01-2013 54 1   Download

What do we mean by an insecure medium? Well, in some dictionary or another, under the definition of “insecure medium” should be a picture of the Internet. The world is evolving towards interconnecting every computer, and people talk about connecting household appliances as well, all into some wonderful global internetwork. How wonderful! You’d be able to send electronic mail to anyone in the world. You’d also be able to control your nuclear power plant with simple commands sent across the network while you were vacationing in Fiji. Or sunny Libya. Or historic Iraq.

31p cao_can 02-01-2013 59 4   Download

Known as the epidemiological transition, this shift is highly correlated with changes in personal and collective wealth (the economic transition), social structure (the social transition), and demographics (the demographic transition). Omran (1971) provides an excellent model of the epidemiological transition that divides it into three basic ages: pestilence and famine, receding pandemics, and degenerative and human- created diseases (table 33.1). Olshansky and Ault (1986) add a fourth stage: delayed degenerative diseases.

18p connicquy 14-12-2012 41 4   Download

Another type of lock —— a rim deadbolt —— that can be mounted to the inside surface of an entry door can also be used. Such locks will perform well under a forced entry attack, if they are properly selected. Some rim lock deadbolts actually interlock with the strike (a strike is the part of the lock installed on the door frame).

29p connhobinh 07-12-2012 59 2   Download

Banks operating in the main developed countries have been exposed, since the Seventies, to four significant drivers of change, mutually interconnected and mutually reinforcing. The first one is a stronger integration among national financial markets (such as stock markets and markets for interest rates and FX rates) which made it easier, for economic shocks, to spread across national boundaries.

0p taurus23 25-09-2012 97 26   Download

Retrovirology Research BioMed Central Open Access Distinct efficacy of HIV-1 entry inhibitors to prevent cell-to-cell transfer of R5 and X4 viruses across a human placental trophoblast barrier in a reconstitution model in vitro Ahidjo Ayouba*, Claude Cannou, Marie-Thérèse Nugeyre, Françoise BarréSinoussi and Elisabeth Menu Address: Institut Pasteur, Département de Virologie, Unité Régulation des Infections Rétrovirales, 25 rue du Dr Roux, 75724 Paris cedex 15, France Email: Ahidjo Ayouba* - ahidjo.ayouba@mpl.ird.fr; Claude Cannou - bcannou@pasteur.

18p toshiba15 25-10-2011 46 2   Download