Results 121 to 130 of about 212,227 (315)

Position: Challenges and Opportunities for Differential Privacy in the U.S. Federal Government [PDF]

arXiv
In this article, we seek to elucidate challenges and opportunities for differential privacy within the federal government setting, as seen by a team of differential privacy researchers, privacy lawyers, and data scientists working closely with the U.S. government.
arxiv  

Effects of Pharmacologic and Nonpharmacologic Interventions for the Management of Sleep Problems in People With Fibromyalgia: Systematic Review and Network Meta‐Analysis of Randomized Controlled Trials

Arthritis Care &Research, EarlyView.
Objective Fibromyalgia is a chronic condition characterized by widespread musculoskeletal pain and fatigue. Almost everyone with fibromyalgia has sleep problems. We aimed to evaluate the effectiveness and safety of current interventions for the management of fibromyalgia‐related sleep problems.
Jemma Hudson, Mari Imamura, Clare Robertson, Daniel Whibley, Lorna Aucott, Katie Gillies, Paul Manson, Debra Dulake, Abhishek Abhishek, Nicole K. Y. Tang, Gary J. Macfarlane, Miriam Brazzelli   +11 more
wiley   +1 more source

Empirical Differential Privacy

, 2019
Updated problem ...
Burchard, Paul, Daoud, Anthony, Dotterrer, Dominic   +2 more
openaire   +2 more sources

Placebo Effect Sizes in Clinical Trials of Knee Osteoarthritis Using Intra‐Articular Injections of Biologic Agents

Arthritis Care &Research, EarlyView.
Objective Patients with knee osteoarthritis rely on symptomatic treatments, in which up to 75% of the pain reduction can be attributed to the placebo effect. This effect may vary based on treatment type (eg, biologics vs nonbiologic injection) and route of administration (eg, intra‐articular vs topical vs oral).
Johanna M. Borst, Severin Ruoss, Ian Palmer, Trevor Smith, Kenneth Kalunian, Samuel R. Ward   +5 more
wiley   +1 more source

A Novel Differentially Private Online Learning Algorithm for Group Lasso in Big Data

IET Information Security
This study addresses the challenge of extracting valuable information and selecting key variables from large datasets, essential across statistics, computational science, and data science.
Jinxia Li, Liwei Lu
doaj   +1 more source

Tangent differential privacy [PDF]

arXiv
Differential privacy is a framework for protecting the identity of individual data points in the decision-making process. In this note, we propose a new form of differential privacy called tangent differential privacy. Compared with the usual differential privacy that is defined uniformly across data distributions, tangent differential privacy is ...
arxiv  

Two‐Year Follow‐Up of a Multidisciplinary Lifestyle Intervention for Rheumatoid Arthritis and Osteoarthritis

Arthritis Care &Research, Accepted Article.
Objective The Plants for Joints intervention (PFJ), including a whole‐food plant‐based diet, exercise, and stress reduction, reduced signs and symptoms of rheumatoid arthritis (RA) or metabolic syndrome‐associated hip or knee osteoarthritis (MSOA) compared to usual care. This study examined outcomes two years later. Methods After two 16‐week randomized
Carlijn A. Wagenaar, Wendy Walrabenstein, Marike van der Leeden, Franktien Turkstra, Martijn Gerritsen, Jos W.R. Twisk, Maarten Boers, Martin van der Esch, Henriët van Middendorp, Peter J.M. Weijs, Dirkjan van Schaardenburg   +10 more
wiley   +1 more source

Natural differential privacy-a perspective on protection guarantees. [PDF]

PeerJ Comput Sci, 2023
Altman M, Cohen A.
europepmc   +1 more source

A Statistical Viewpoint on Differential Privacy: Hypothesis Testing, Representation and Blackwell's Theorem [PDF]

arXiv
Differential privacy is widely considered the formal privacy for privacy-preserving data analysis due to its robust and rigorous guarantees, with increasingly broad adoption in public services, academia, and industry. Despite originating in the cryptographic context, in this review paper we argue that, fundamentally, differential privacy can be ...
arxiv  

Ageism in Rheumatology: the Healthcare Professional's Perspective

Arthritis Care &Research, Accepted Article.
Objective Ageism (age‐based stereotypes, prejudice, or discrimination) is prevalent and linked to prolonged disability and reduced lifespan in older adults. Little is known about ageism within rheumatology. This study explores the healthcare professional's (HCP) perception of the care of older adults and how ageist attitudes or perspectives may impact ...
Aaron P. Smith, Pooja M. Achanta, Jiha Lee, Namrata Singh, Una E. Makris   +4 more
wiley   +1 more source