Back
Top 56%
11.1%
Top 15%
11.1%
Top 2%
8.4%
Top 2%
4.7%
Top 30%
3.6%
Top 7%
3.6%
Top 5%
2.6%
Top 4%
2.6%
Top 5%
2.6%
Top 4%
1.5%
Top 15%
1.4%
Top 10%
1.4%
Top 37%
1.3%
Top 16%
1.3%
Top 4%
1.3%
Top 24%
1.3%
Top 3%
1.3%
Top 15%
1.1%
Top 6%
1.1%
Top 12%
0.9%
Top 14%
0.9%
Top 2%
0.9%
Top 9%
0.9%
Top 4%
0.9%
Top 15%
0.9%
Top 12%
0.9%
Top 18%
0.9%
Top 3%
0.7%
Top 0.5%
0.7%
Top 22%
0.7%
Two-step deep-learning candidemia prediction model using two large time-sequence electronic health datasets
2026-03-04
infectious diseases
Title + abstract only
View on medRxiv
Show abstract
BackgroundCandidemia is a rare but life-threatening bloodstream infection that remains difficult to predict using conventional risk stratification approaches, highlighting the need for improved predictive strategies. As a result, empiric antifungal therapy is often delayed even in high-risk patients. MethodsWe developed a deep learning model (PyTorch_EHR) to predict 7-day candidemia risk by using electronic health record data from two large cohorts (Houston Methodist Hospital System [HMHS] and ...
Predicted journal destinations
1
PLOS ONE
1737 training papers
2
Scientific Reports
701 training papers
3
Clinical Infectious Diseases
219 training papers
4
Journal of Clinical Microbiology
77 training papers
5
Nature Communications
483 training papers
6
npj Digital Medicine
85 training papers
7
Open Forum Infectious Diseases
124 training papers
8
BMC Infectious Diseases
110 training papers
9
Frontiers in Medicine
99 training papers
10
Microbiology Spectrum
86 training papers
11
JAMA Network Open
125 training papers
12
The Journal of Infectious Diseases
137 training papers
13
eLife
262 training papers
14
International Journal of Infectious Diseases
115 training papers
15
Journal of Clinical Virology
54 training papers
16
Frontiers in Public Health
135 training papers
17
Communications Medicine
63 training papers
18
PLOS Digital Health
88 training papers
19
Clinical Microbiology and Infection
54 training papers
20
PLOS Computational Biology
141 training papers
21
Nature Medicine
88 training papers
22
The Lancet Digital Health
25 training papers
23
Journal of Infection
64 training papers
24
Communications Biology
36 training papers
25
Emerging Infectious Diseases
84 training papers
26
Journal of Medical Virology
95 training papers
27
PLOS Neglected Tropical Diseases
166 training papers
28
The Lancet Microbe
33 training papers
29
Tropical Medicine & International Health
15 training papers
30
Journal of Medical Internet Research
81 training papers