Back
#1
32.6%
Top 19%
9.4%
Top 4%
6.2%
Top 2%
5.3%
Top 9%
4.4%
Top 85%
4.1%
Top 0.7%
4.1%
Top 6%
2.9%
Top 4%
2.9%
Top 5%
2.0%
Top 6%
2.0%
Top 3%
1.6%
Top 4%
1.6%
Top 3%
1.6%
Top 4%
1.4%
Top 2%
1.4%
Top 13%
1.4%
Top 7%
1.2%
Top 3%
1.0%
Top 2%
0.7%
Top 6%
0.7%
Top 16%
0.7%
Top 29%
0.7%
Top 9%
0.5%
Beyond Annotation: Leveraging Raw RNA-seq Reads via Foundation Models for Multi-Cancer Early
2025-12-18
oncology
Title + abstract only
View on medRxiv
Show abstract
Early cancer detection substantially improves patient survival, yet conventional screening methods are directed at single anatomical sites and inadequately screen 45.5% of cases. Cell-free RNA (cfRNA) from blood offers a promising, non-invasive avenue for early cancer detection, reflecting real-time transcriptional activity from tumors. However, most RNA-seq pipelines focus exclusively on annotated genes, ignoring the 98% of the human genome comprising unannotated regions including noncoding RNA...
Predicted journal destinations
1
Nature Communications
483 training papers
2
Scientific Reports
701 training papers
3
Cancers
57 training papers
4
Clinical Cancer Research
22 training papers
5
eLife
262 training papers
6
PLOS ONE
1737 training papers
7
iScience
74 training papers
8
PLOS Computational Biology
141 training papers
9
Frontiers in Oncology
34 training papers
10
Proceedings of the National Academy of Sciences
100 training papers
11
Nature Genetics
72 training papers
12
BMC Cancer
21 training papers
13
British Journal of Cancer
22 training papers
14
Cancer Medicine
17 training papers
15
Nature
58 training papers
16
Science Translational Medicine
40 training papers
17
npj Digital Medicine
85 training papers
18
Genome Medicine
56 training papers
19
Communications Biology
36 training papers
20
Cell Reports
25 training papers
21
Communications Medicine
63 training papers
22
Nature Medicine
88 training papers
23
JAMA Network Open
125 training papers
24
Cell Reports Medicine
49 training papers