Back
Top 0.5%
23.9%
Top 13%
11.8%
Top 0.8%
6.4%
Top 2%
6.4%
Top 4%
4.2%
Top 4%
4.2%
Top 10%
4.2%
Top 2%
4.2%
Top 89%
3.0%
Top 8%
2.1%
Top 11%
1.7%
Top 3%
1.6%
Top 8%
1.4%
Top 4%
1.4%
Top 8%
1.3%
Top 7%
1.2%
Top 4%
1.0%
Top 7%
1.0%
Top 5%
1.0%
Top 66%
0.8%
Top 16%
0.8%
Top 10%
0.8%
Top 9%
0.8%
Top 4%
0.8%
Temporal dynamics of radiotherapy and chemotherapy response in lower-grade gliomas using causal machine learning
2026-03-02
oncology
Title + abstract only
View on medRxiv
Show abstract
Lower-grade gliomas (World Health Organization [WHO] grades 2-3) exhibit variable treatment responses, yet clinical decisions remain guided by population-level trial results. Standard causal survival forests estimate treatment effects at individual time horizons but lack methodology to synthesize these into interpretable temporal trajectories. Here, we apply the Causal Analysis of Survival Trajectories (CAST) framework, a recently developed extension of causal survival forests that synthesizes h...
Predicted journal destinations
1
Nature Communications
483 training papers
2
Scientific Reports
701 training papers
3
Clinical Cancer Research
22 training papers
4
Frontiers in Oncology
34 training papers
5
PLOS Computational Biology
141 training papers
6
Cancers
57 training papers
7
eLife
262 training papers
8
Proceedings of the National Academy of Sciences
100 training papers
9
PLOS ONE
1737 training papers
10
JAMA Network Open
125 training papers
11
npj Digital Medicine
85 training papers
12
Cancer Medicine
17 training papers
13
Brain
69 training papers
14
British Journal of Cancer
22 training papers
15
Brain Communications
79 training papers
16
The American Journal of Human Genetics
77 training papers
17
Communications Medicine
63 training papers
18
BMC Medical Informatics and Decision Making
36 training papers
19
BMC Cancer
21 training papers
20
BMJ Open
553 training papers
21
Nature Medicine
88 training papers
22
Nature Genetics
72 training papers
23
Nature
58 training papers
24
Communications Biology
36 training papers