منابع مشابه
Combining Binary Classifiers for a Multiclass Problem with Differential Privacy
Multiclass classification problem is often solved by combing binary classifiers into ensembles. While this is required for inherently binary classifiers, such as SVM, it also provides performance advantages for other classifiers. In this paper, we address the problem of combining binary classifiers into ensembles in the differentially private data publishing framework, where the data privacy is...
متن کاملElectronic consent channels: preserving patient privacy without handcuffing researchers.
Advances in health information technology and electronic medical records have the tremendous potential to accelerate translational and clinical research. However, privacy concerns threaten to be a rate-limiting factor. By recognizing and responding to patient privacy concerns, policy-makers, researchers, and information technology leaders have the opportunity to transform trial recruitment and ...
متن کاملBush administration and the Democratic senate wrestle with health care.
As his administration approaches its 6-month mark, President Bush has filled his cabinet, survived a showdown with China over a spy plane, and seen his $1.35 trillion tax cut passed by the House and Senate—just as the Republicans lost control of the Senate with the change of party by Senator James Jeffords of Vermont, who became an independent. Yet Bush and the new Senate Majority leader Tom Da...
متن کاملExperts wrestle with problems developing biomarkers, search for new tests.
Biomarkers have a variety of uses in preclinical development: screening for promising drugs, determining the dosing and scheduling of a drug, predicting the risk of developing disease, predicting a patient's chance of responding to a drug or of having an adverse reaction to a drug, or serving as surrogate endpoints in a trial. And many researchers argue that the proper identifi cation and valid...
متن کاملPrivacy: An Ontological Problem
Approaches to addressing privacy issues tend to assume privacy is well understood and typically approach the problem from a security perspective. However, security is more concerned with safety than with privacy. Given the lack of satisfaction with advanced privacy-enhancing-technologies, we argue that an ontological framework is fundamental to advancing the capabilities of technologyenabled so...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Nature
سال: 2015
ISSN: 0028-0836,1476-4687
DOI: 10.1038/525440a