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Quantifying lipids in human cells using Raman spectroscopy

Orzechowska, B. M.; Nowakowska, A.; Pieczara, A.; Korona, W.; Mateuszuk, L.; Baranska, M.

2025-12-11 biophysics
10.64898/2025.12.08.693090 bioRxiv
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Withdrawal statementThe authors have withdrawn this manuscript because they have identified several inaccuracies that require further refinement. Therefore, the authors do not wish this work to be cited as a reference for the project. If you have any questions, please contact the corresponding author.

Matching journals

The top 8 journals account for 50% of the predicted probability mass.

1
Analytical Chemistry
● 218 papers in training set
Top 0.1%
22.9%
Similar papers in this journal
2
Scientific Reports
○ 3612 papers in training set
Top 4%
10.2%
Similar papers in this journal
3
Biophysical Journal
○ 631 papers in training set
Top 2%
4.5%
Similar papers in this journal
4
Journal of Biomedical Optics
● 28 papers in training set
Top 0.1%
3.4%
Similar papers in this journal
5
The Analyst
● 16 papers in training set
Top 0.1%
3.3%
Similar papers in this journal
6
Biomedical Optics Express
● 95 papers in training set
Top 0.4%
2.8%
7
PLOS ONE
● 5266 papers in training set
Top 38%
2.8%
8
Nature Communications
○ 5641 papers in training set
Top 39%
2.5%
50% of probability mass above
9
Talanta
○ 14 papers in training set
Top 0.1%
1.8%
10
Journal of Lipid Research
○ 39 papers in training set
Top 0.3%
1.6%
11
International Journal of Molecular Sciences
○ 494 papers in training set
Top 9%
1.6%
12
Analytica Chimica Acta
○ 17 papers in training set
Top 0.2%
1.5%
13
Proceedings of the National Academy of Sciences
● 2444 papers in training set
Top 33%
1.2%
14
ACS Omega
● 105 papers in training set
Top 2%
1.2%
15
Journal of Biophotonics
○ 16 papers in training set
Top 0.2%
1.2%
16
Biophysical Reports
○ 37 papers in training set
Top 0.3%
1.2%
17
Nanoscale Advances
● 15 papers in training set
Top 0.2%
1.2%
18
The Journal of Physical Chemistry B
● 167 papers in training set
Top 1%
1.2%
19
RSC Advances
● 22 papers in training set
Top 0.6%
1.1%
20
Cancers
○ 213 papers in training set
Top 4%
1.1%
21
ACS Sensors
● 49 papers in training set
Top 0.6%
1.1%
22
Biochemistry and Biophysics Reports
○ 30 papers in training set
Top 1.0%
1.0%
23
Analytical Biochemistry
○ 26 papers in training set
Top 0.4%
0.9%
24
Journal of Extracellular Vesicles
○ 55 papers in training set
Top 0.5%
0.9%
25
Free Radical Biology and Medicine
○ 36 papers in training set
Top 0.6%
0.9%
26
Optica
● 27 papers in training set
Top 0.3%
0.9%
27
Journal of the American Chemical Society
● 217 papers in training set
Top 3%
0.9%
28
eLife
● 5828 papers in training set
Top 69%
0.6%
29
Langmuir
● 36 papers in training set
Top 0.6%
0.6%
30
Nanoscale
● 42 papers in training set
Top 0.8%
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.