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White matter network organization predicts memory decline after epilepsy surgery

Stasenko, A.; Kaestner, E.; Arienzo, D.; Schadler, A.; Helm, J. L.; Shih, J.; Ben-Haim, S.; McDonald, C. R.

2023-01-17 neuroscience
10.1101/2023.01.14.524071 bioRxiv
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Withdrawal StatementThe authors have withdrawn their manuscript owing to a substantial change in data analysis and findings/conclusions. 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 3 journals account for 50% of the predicted probability mass.

1
Brain
◐ 168 papers in training set
Top 0.1%
22.8%
Similar papers in this journal
2
Brain Communications
◐ 166 papers in training set
Top 0.1%
19.2%
Similar papers in this journal
3
Epilepsia
○ 56 papers in training set
Top 0.1%
15.7%
Similar papers in this journal
50% of probability mass above
4
Scientific Reports
○ 3612 papers in training set
Top 17%
5.4%
Similar papers in this journal
5
Hippocampus
○ 56 papers in training set
Top 0.2%
2.5%
Similar papers in this journal
6
Human Brain Mapping
○ 329 papers in training set
Top 2%
2.2%
7
NeuroImage: Clinical
○ 144 papers in training set
Top 1%
1.8%
8
NeuroImage
○ 903 papers in training set
Top 5%
1.6%
9
Brain Structure and Function
○ 93 papers in training set
Top 0.8%
1.6%
10
Experimental Neurology
○ 61 papers in training set
Top 0.8%
1.5%
11
PLOS ONE
● 5266 papers in training set
Top 50%
1.4%
12
Cerebral Cortex
◐ 396 papers in training set
Top 4%
1.2%
13
Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
○ 71 papers in training set
Top 1%
1.2%
14
The Journal of Neuroscience
● 1025 papers in training set
Top 9%
1.1%
15
Communications Biology
○ 993 papers in training set
Top 24%
1.1%
16
Brain and Behavior
○ 43 papers in training set
Top 1.0%
1.1%
17
Neurobiology of Disease
○ 148 papers in training set
Top 3%
1.0%
18
Annals of Neurology
○ 64 papers in training set
Top 1%
1.0%
19
eLife
● 5828 papers in training set
Top 65%
0.9%
20
Translational Psychiatry
○ 260 papers in training set
Top 4%
0.9%
21
Neurology
○ 50 papers in training set
Top 2%
0.6%
22
Neuropsychologia
○ 85 papers in training set
Top 1%
0.6%
23
Network Neuroscience
● 126 papers in training set
Top 2%
0.6%
24
Cortex
○ 119 papers in training set
Top 2%
0.6%
25
Epilepsia Open
○ 17 papers in training set
Top 0.3%
0.6%
26
Annals of Clinical and Translational Neurology
○ 34 papers in training set
Top 1.0%
0.6%
27
Nature Communications
○ 5641 papers in training set
Top 58%
0.6%
28
Proceedings of the National Academy of Sciences
● 2444 papers in training set
Top 46%
0.5%
29
Neuroscience
○ 97 papers in training set
Top 3%
0.5%

"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.