Back
#1
17.0%
Top 48%
14.0%
Top 27%
6.2%
Top 0.2%
5.7%
Top 0.2%
5.7%
Top 58%
4.8%
Top 5%
3.7%
Top 8%
3.0%
Top 2%
2.1%
Top 4%
1.9%
Top 11%
1.9%
Top 30%
1.5%
Top 2%
1.5%
Top 51%
1.1%
Top 16%
1.0%
Top 25%
0.9%
Top 4%
0.9%
Top 1%
0.9%
Top 18%
0.9%
Top 27%
0.7%
Top 30%
0.7%
Top 21%
0.7%
Top 34%
0.7%
Top 15%
0.7%
Top 4%
0.7%
Top 15%
0.7%
Fast clinical trial identification using fuzzy-search elastic searches: retrospective validation with high-quality Cochrane benchmark
2023-09-06
epidemiology
Title + abstract only
View on medRxiv
Show abstract
The synthesis of treatment effects relies on systematic reviews of intervention trials. This process is often laborious due to the need for precise search queries and manual study identification. Recent advancements in database architecture and natural language processing (NLP) offer a potential solution by enabling faster, more flexible searches and automated extraction of information from unstructured texts. Our study assesses the effectiveness of NLP-based literature searches within a novel ...
Predicted journal destinations
1
Journal of Clinical Epidemiology
29 training papers
2
PLOS ONE
1737 training papers
3
BMJ Open
553 training papers
4
BMC Medical Research Methodology
41 training papers
5
Research Synthesis Methods
17 training papers
6
Scientific Reports
701 training papers
7
Journal of the American Medical Informatics Association
53 training papers
8
BMC Medicine
155 training papers
9
American Journal of Epidemiology
54 training papers
10
International Journal of Epidemiology
65 training papers
11
npj Digital Medicine
85 training papers
12
eLife
262 training papers
13
Scientific Data
30 training papers
14
Nature Communications
483 training papers
15
Journal of Medical Internet Research
81 training papers
16
JAMA Network Open
125 training papers
17
European Journal of Epidemiology
36 training papers
18
Epidemiology
26 training papers
19
PLOS Medicine
95 training papers
20
BMC Infectious Diseases
110 training papers
21
BMC Public Health
148 training papers
22
BMJ Global Health
95 training papers
23
International Journal of Environmental Research and Public Health
116 training papers
24
PLOS Computational Biology
141 training papers
25
Trials
24 training papers
26
Epidemiology and Infection
80 training papers