Results 191 to 200 of about 1,958,447 (346)

A Survey on Data Curation for Visual Contrastive Learning: Why Crafting Effective Positive and Negative Pairs Matters [PDF]

open access: yesarXiv
Visual contrastive learning aims to learn representations by contrasting similar (positive) and dissimilar (negative) pairs of data samples. The design of these pairs significantly impacts representation quality, training efficiency, and computational cost. A well-curated set of pairs leads to stronger representations and faster convergence.
arxiv  

Data Curation Is for Everyone! The Case for Master's and Baccalaureate Institutional Engagement with Data Curation

open access: yesJournal of Web Librarianship, 2012
This article describes the fundamental challenges to data curation, how these challenges may be compounded for smaller institutions, and how data management is an essential and manageable component of data curation. Data curation is often discussed within the confines of large research universities.
openaire   +3 more sources

Juvenile Idiopathic Arthritis, Earnings, and Work Loss: A Nationwide Matched Cohort Study

open access: yesArthritis Care &Research, EarlyView.
Objective This study compares trajectories of earnings and work loss in individuals with juvenile idiopathic arthritis (JIA) versus matched comparators from the general population. Methods Patients with JIA (n = 4,737) were identified in the Swedish National Patient Register (2001–2017) and individually matched to up to five general population ...
Heather Miller   +4 more
wiley   +1 more source

The cell: an image library-CCDB: a curated repository of microscopy data [PDF]

open access: green, 2012
David N. Orloff   +4 more
openalex   +1 more source

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

open access: yesArthritis 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   +5 more
wiley   +1 more source

Development of a data utility framework to support effective health data curation. [PDF]

open access: yesBMJ Health Care Inform, 2021
Gordon B   +7 more
europepmc   +1 more source

The Data Curation Continuum

open access: gold, 2007
Andrew Treloar   +2 more
openalex   +1 more source

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