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Institution

University of South Florida

EducationTampa, Florida, United States
About: University of South Florida is a education organization based out in Tampa, Florida, United States. It is known for research contribution in the topics: Population & Poison control. The organization has 34231 authors who have published 72644 publications receiving 2538044 citations. The organization is also known as: USF.


Papers
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Journal ArticleDOI
TL;DR: The validity-guided VGC algorithm uses cluster-validity information to guide a fuzzy (re)clustering process toward better solutions, and VGC's performance approaches that of the (supervised) k-nearest-neighbors algorithm.
Abstract: When clustering algorithms are applied to image segmentation, the goal is to solve a classification problem. However, these algorithms do not directly optimize classification duality. As a result, they are susceptible to two problems: 1) the criterion they optimize may not be a good estimator of "true" classification quality, and 2) they often admit many (suboptimal) solutions. This paper introduces an algorithm that uses cluster validity to mitigate problems 1 and 2. The validity-guided (re)clustering (VGC) algorithm uses cluster-validity information to guide a fuzzy (re)clustering process toward better solutions. It starts with a partition generated by a soft or fuzzy clustering algorithm. Then it iteratively alters the partition by applying (novel) split-and-merge operations to the clusters. Partition modifications that result in improved partition validity are retained. VGC is tested on both synthetic and real-world data. For magnetic resonance image (MRI) segmentation, evaluations by radiologists show that VGC outperforms the (unsupervised) fuzzy c-means algorithm, and VGC's performance approaches that of the (supervised) k-nearest-neighbors algorithm.

436 citations

Journal ArticleDOI
TL;DR: Teplizumab delayed progression to clinical type 1 diabetes in high-risk participants and among the participants who were Hla-DR3-negative, HLA-DR4-positive, or anti-zinc transporter 8 antibody- negative, fewer participants in the teplizuab group than in the placebo group had diabetes diagnosed.
Abstract: Background Type 1 diabetes is a chronic autoimmune disease that leads to destruction of insulin-producing beta cells and dependence on exogenous insulin for survival. Some interventions ha...

436 citations

Journal ArticleDOI
TL;DR: Findings suggest that the ACE score could be used by practitioners as a first-line screening tool to identify children at risk of SVC offending before significant downstream wreckage occurs.

435 citations

Journal ArticleDOI
TL;DR: Fruit and vegetable juices may play an important role in delaying the onset of Alzheimer's disease, particularly among those who are at high risk for the disease.

435 citations

Journal ArticleDOI
TL;DR: A review of the current research of ZnO nanowires (or nanorods) with special focus on photocatalysis is presented in this article, where a variety of synthesis methods are discussed.
Abstract: ZnO nanowires (or nanorods) have been widely studied due to their unique material properties and remarkable performance in electronics, optics, and photonics. Recently, photocatalytic applications of ZnO nanowires are of increased interest in environmental protection applications. This paper presents a review of the current research of ZnO nanowires (or nanorods) with special focus on photocatalysis. We have reviewed the semiconducting photocatalysts and discussed a variety of synthesis methods of ZnO nanowires and their corresponding effectiveness in photocatalysis. We have also presented the characterization of ZnO nanowires from the literature and from our own measurements. Finally, a wide range of uses of ZnO nanowires in various applications is highlighted in this paper.

435 citations


Authors

Showing all 34549 results

NameH-indexPapersCitations
David J. Hunter2131836207050
Aaron R. Folsom1811118134044
John Hardy1771178171694
David Cella1561258106402
Arul M. Chinnaiyan154723109538
Andrew D. Hamilton1511334105439
Charles B. Nemeroff14997990426
C. Ronald Kahn14452579809
Alexander Belyaev1421895100796
Tasuku Honjo14171288428
Weihong Tan14089267151
Alison Goate13672185846
Peter Kraft13582182116
Xiaodong Wang1351573117552
Lars Klareskog13169763281
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Performance
Metrics
No. of papers from the Institution in previous years
YearPapers
2023133
2022523
20214,289
20204,119
20193,710
20183,405