Capacity theorems for the relay channel
A relay channel consists of an input <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">x_{l}</tex> , a relay output <tex xmlns:mml="...
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Acute Renal Failure in Critically Ill Patients<SUBTITLE>A Multinational, Multicenter Study</SUBTITLE>
In this multinational study, the period prevalence of ARF requiring RRT in the ICU was between 5% and 6% and was associated with a high hospital mortality rate.
Clinical characteristics of 113 deceased patients with coronavirus disease 2019: retrospective study
Abstract Objective To delineate the clinical characteristics of patients with coronavirus disease 2019 (covid-19) who died. Design Retrospective case series. Setting Tongji Hosp...
Update on prevention, diagnosis, and treatment of chronic hepatitis B
Potential conflict of interest: Dr. Hwang received grants from Merck and Gilead. Dr. Chang advises Arbutus. Dr. Lok received grants from Gilead and Bristol‐Myers Squibb. Dr. Jon...
Noiseless coding of correlated information sources
Correlated information sequences <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">\cdots ,X_{-1},X_0,X_1, \cdots</tex> and <tex xml...
Federated Learning: Challenges, Methods, and Future Directions
Federated learning involves training statistical models over remote devices or siloed data centers, such as mobile phones or hospitals, while keeping data localized. Training in...
Depth of processing and the retention of words in episodic memory.
SUMMARY Ten experiments were designed to explore the levels of processing framework for human memory research proposed by Craik and Lockhart (1972). The basic notions are that t...
A study of the behavior of several methods for balancing machine learning training data
There are several aspects that might influence the performance achieved by existing learning systems. It has been reported that one of these aspects is related to class imbalanc...
Global and regional burden of stroke during 1990–2010: findings from the Global Burden of Disease Study 2010
Although stroke is the second leading cause of death worldwide, no comprehensive and comparable assessment of incidence, prevalence, mortality, disability, and epidemiological t...