Back
Top 0.5%
23.7%
Top 11%
12.6%
Top 3%
6.8%
Top 3%
6.8%
Top 2%
5.4%
Top 4%
4.4%
Top 0.4%
4.1%
#1
4.1%
Top 8%
2.1%
Top 5%
1.7%
Top 15%
1.7%
Top 0.1%
1.7%
Top 3%
1.6%
Top 96%
1.4%
Top 13%
1.3%
Top 5%
1.3%
Top 1%
1.2%
Top 5%
1.0%
Top 22%
1.0%
Top 4%
0.8%
Top 8%
0.8%
Top 52%
0.8%
Top 13%
0.8%
Top 4%
0.8%
Top 7%
0.5%
Machine Learning Analysis of Post-Acute COVID Symptoms Identifies Distinct Clusters and Severity Groups
2025-11-17
health informatics
Title + abstract only
View on medRxiv
Show abstract
Questionnaires that capture patient-reported symptomatology provide low-cost but potentially high-value data for the de novo discovery of disease phenotype, severity, and responsiveness to intervention groupings within an umbrella condition. The availability of comprehensive electronic health records (EHRs) has nonetheless overshadowed the use of questionnaires data for symptom analysis in the context of COVID-19. We analyzed de-identified questionnaires from post-acute COVID-19 cohorts at the U...
Predicted journal destinations
1
Nature Communications
483 training papers
2
Scientific Reports
701 training papers
3
npj Digital Medicine
85 training papers
4
Journal of the American Medical Informatics Association
53 training papers
5
Journal of Biomedical Informatics
37 training papers
6
JAMIA Open
35 training papers
7
Nature Medicine
88 training papers
8
Communications Medicine
63 training papers
9
Journal of Medical Internet Research
81 training papers
10
BMC Medical Informatics and Decision Making
36 training papers
11
BMC Medicine
155 training papers
12
Journal of Translational Medicine
21 training papers
13
eBioMedicine
82 training papers
14
PLOS ONE
1737 training papers
15
PLOS Digital Health
88 training papers
16
JMIR Medical Informatics
16 training papers
17
Frontiers in Digital Health
18 training papers
18
International Journal of Medical Informatics
25 training papers
19
JAMA Network Open
125 training papers
20
Science Translational Medicine
40 training papers
21
BMC Medical Research Methodology
41 training papers
22
eLife
262 training papers
23
PLOS Computational Biology
141 training papers
24
Science Advances
52 training papers
25
European Journal of Epidemiology
36 training papers