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Fuzzy Linear Programming for Military Medical Logistics: Optimizing Triage and Evacuation Under Uncertainty

Dadashkarimi, M.

2025-07-31 health informatics
10.1101/2025.07.30.25332461 medRxiv
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Withdrawal StatementThe authors have withdrawn their manuscript owing to errors in the experimental design that affect the integrity of the results. Therefore, the authors do not wish this work to be cited as reference for the project. If you have any questions, please contact the corresponding author

Matching journals

The top 7 journals account for 50% of the predicted probability mass.

1
Scientific Reports
○ 3612 papers in training set
Top 4%
9.7%
Similar papers in this journal
2
PLOS ONE
● 5266 papers in training set
Top 19%
9.0%
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3
Mathematical Biosciences
○ 49 papers in training set
Top 0.1%
7.9%
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4
Chaos, Solitons & Fractals
○ 32 papers in training set
Top 0.1%
7.9%
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5
Physica A: Statistical Mechanics and its Applications
○ 13 papers in training set
Top 0.1%
6.8%
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6
Frontiers in Applied Mathematics and Statistics
○ 11 papers in training set
Top 0.1%
6.3%
7
Royal Society Open Science
● 214 papers in training set
Top 0.4%
6.3%
50% of probability mass above
8
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
● 15 papers in training set
Top 0.1%
5.5%
9
Mathematics
○ 11 papers in training set
Top 0.1%
4.3%
10
Mathematical Biosciences and Engineering
● 23 papers in training set
Top 0.2%
4.1%
11
JMIR Public Health and Surveillance
◐ 45 papers in training set
Top 0.3%
2.4%
12
Applied Sciences
○ 25 papers in training set
Top 0.3%
1.7%
13
International Journal of Environmental Research and Public Health
○ 128 papers in training set
Top 3%
1.5%
14
Frontiers in Artificial Intelligence
○ 20 papers in training set
Top 0.3%
1.5%
15
BMC Medical Informatics and Decision Making
○ 43 papers in training set
Top 1%
1.4%
16
Expert Systems with Applications
○ 11 papers in training set
Top 0.2%
1.4%
17
Epidemiology and Infection
◐ 89 papers in training set
Top 2%
1.1%
18
The European Physical Journal Plus
○ 13 papers in training set
Top 0.3%
1.0%
19
Nature Communications
○ 5641 papers in training set
Top 53%
1.0%
20
Bulletin of Mathematical Biology
○ 92 papers in training set
Top 1%
1.0%
21
IEEE Access
● 35 papers in training set
Top 1%
1.0%
22
Physical Review E
● 112 papers in training set
Top 1%
0.8%
23
BMJ Open
● 601 papers in training set
Top 12%
0.8%
24
Computers in Biology and Medicine
○ 128 papers in training set
Top 5%
0.6%
25
Medical Decision Making
○ 12 papers in training set
Top 0.4%
0.6%

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.