Big data in public health: terminology, machine learning, and privacy

SJ Mooney, V Pejaver - Annual review of public health, 2018 - annualreviews.org
The digital world is generating data at a staggering and still increasing rate. While these “big
data” have unlocked novel opportunities to understand public health, they hold still greater …

Classification and regression tree analysis in public health: methodological review and comparison with logistic regression

SC Lemon, J Roy, MA Clark, PD Friedmann… - Annals of behavioral …, 2003 - Springer
Background: Audience segmentation strategies are of increasing interest to public health
professionals who wish to identify easily defined, mutually exclusive population subgroups …

Clinical practice guideline: evaluation and management of well-appearing febrile infants 8 to 60 days old

RH Pantell, KB Roberts, WG Adams, BP Dreyer… - …, 2021 - publications.aap.org
Background Efforts to develop an evidence-based approach to the evaluation and
management of young febrile infants have spanned more than 4 decades. 1 In the 1970s …

Validation of the “step-by-step” approach in the management of young febrile infants

B Gomez, S Mintegi, S Bressan, L Da Dalt… - …, 2016 - publications.aap.org
BACKGROUND: A sequential approach to young febrile infants on the basis of clinical and
laboratory parameters, including procalcitonin, was recently described as an accurate tool in …

Updated review of blood culture contamination

KK Hall, JA Lyman - Clinical microbiology reviews, 2006 - Am Soc Microbiol
Blood culture contamination represents an ongoing source of frustration for clinicians and
microbiologists alike. Ambiguous culture results often lead to diagnostic uncertainty in …

Use of procalcitonin assays to predict serious bacterial infection in young febrile infants

K Milcent, S Faesch, C Gras-Le Guen, F Dubos… - JAMA …, 2016 - jamanetwork.com
Importance The procalcitonin (PCT) assay is an accurate screening test for identifying
invasive bacterial infection (IBI); however, data on the PCT assay in very young infants are …

The accuracy of clinical symptoms and signs for the diagnosis of serious bacterial infection in young febrile children: prospective cohort study of 15 781 febrile …

JC Craig, GJ Williams, M Jones, M Codarini… - Bmj, 2010 - bmj.com
Objectives To evaluate current processes by which young children presenting with a febrile
illness but suspected of having serious bacterial infection are diagnosed and treated, and to …

The changing epidemiology of serious bacterial infections in young infants

TL Greenhow, YY Hung, AM Herz… - The Pediatric …, 2014 - journals.lww.com
Background: Management of febrile young infants suspected of having serious bacterial
infections has been a challenge for decades. The impact of changes in prenatal screening …

Diagnostic value of clinical features at presentation to identify serious infection in children in developed countries: a systematic review

A Van den Bruel, T Haj-Hassan, M Thompson… - The Lancet, 2010 - thelancet.com
Background Our aim was to identify which clinical features have value in confirming or
excluding the possibility of serious infection in children presenting to ambulatory care …

Acute pyelonephritis in children

W Morello, C La Scola, I Alberici, G Montini - Pediatric Nephrology, 2016 - Springer
Acute pyelonephritis is one of the most serious bacterial illnesses during childhood.
Escherichia coli is responsible in most cases, however other organisms including Klebsiella …