Back
Top 47%
14.5%
Top 13%
11.7%
Top 2%
7.7%
Top 13%
7.7%
Top 3%
6.4%
Top 4%
3.8%
Top 16%
2.8%
Top 7%
2.8%
Top 5%
1.9%
Top 16%
1.9%
Top 0.1%
1.9%
Top 14%
1.9%
Top 8%
1.5%
Top 2%
1.5%
Top 23%
1.3%
Top 20%
1.2%
Top 7%
1.2%
Top 6%
0.9%
Top 30%
0.9%
Top 3%
0.9%
Top 6%
0.7%
Top 18%
0.7%
Top 35%
0.7%
Top 26%
0.7%
Top 6%
0.7%
Top 7%
0.7%
Top 23%
0.7%
Top 8%
0.7%
Top 4%
0.7%
Hidden in Plain Sight: Epidemiological Signals in Routine Laboratory Data
2026-02-06
public and global health
Title + abstract only
View on medRxiv
Show abstract
Public health monitoring traditionally relies on active reporting from diverse data sources, including clinical and administrative data, disease registries, and population-based surveys. Yet these surveillance methods often face challenges such as incomplete reporting, time lags, and variable population coverage. Meanwhile, diagnostic laboratories routinely generate vast volumes of operational data that are currently untapped for public health monitoring. As these data are not collected for scie...
Predicted journal destinations
1
PLOS ONE
1737 training papers
2
Scientific Reports
701 training papers
3
PLOS Computational Biology
141 training papers
4
Nature Communications
483 training papers
5
npj Digital Medicine
85 training papers
6
Epidemics
96 training papers
7
eLife
262 training papers
8
Journal of Medical Internet Research
81 training papers
9
Journal of the American Medical Informatics Association
53 training papers
10
Frontiers in Public Health
135 training papers
11
Nature Human Behaviour
18 training papers
12
Clinical Infectious Diseases
219 training papers
13
Proceedings of the National Academy of Sciences
100 training papers
14
JMIR Public Health and Surveillance
45 training papers
15
BMC Public Health
148 training papers
16
JAMA Network Open
125 training papers
17
American Journal of Epidemiology
54 training papers
18
Journal of Biomedical Informatics
37 training papers
19
PLOS Global Public Health
287 training papers
20
Science Advances
52 training papers
21
JAMIA Open
35 training papers
22
Nature Medicine
88 training papers
23
BMC Medicine
155 training papers
24
BMC Infectious Diseases
110 training papers
25
Journal of The Royal Society Interface
54 training papers
26
Microbiology Spectrum
86 training papers
27
Journal of Clinical Medicine
77 training papers
28
Communications Medicine
63 training papers
29
Bioinformatics
24 training papers