Back
Top 0.5%
25.8%
#1
13.7%
Top 49%
13.7%
Top 13%
7.5%
Top 4%
5.8%
Top 18%
2.3%
Top 3%
2.3%
Top 2%
2.3%
Top 10%
1.8%
Top 8%
1.8%
Top 2%
1.6%
Top 1%
1.4%
Top 10%
1.1%
Top 3%
1.1%
Top 8%
1.1%
Top 5%
0.8%
Top 6%
0.8%
Top 17%
0.5%
Top 8%
0.5%
Top 10%
0.5%
Top 70%
0.5%
Top 24%
0.5%
Top 24%
0.5%
Top 26%
0.5%
HCDPD: A Heterogeneous Causal Framework for Disease Pattern Detection in Medical Imaging
2025-04-16
radiology and imaging
Title + abstract only
View on medRxiv
Show abstract
Understanding the causal effects of diseases on body organs through medical imaging is crucial for advancing research and improving clinical outcomes. This paper introduces a novel causal inference framework, Heterogeneous Causal Disease Pattern Detection (HCDPD), designed to map the complex causal pathways from early-stage diseases to latent disease patterns and their manifestation in organs as observed in later-stage medical images. HCDPD serves as a potential outcome framework for multivariat...
Predicted journal destinations
1
Scientific Reports
701 training papers
2
Computers in Biology and Medicine
39 training papers
3
PLOS ONE
1737 training papers
4
Nature Communications
483 training papers
5
npj Digital Medicine
85 training papers
6
eLife
262 training papers
7
Human Brain Mapping
53 training papers
8
NeuroImage
36 training papers
9
PLOS Digital Health
88 training papers
10
PLOS Computational Biology
141 training papers
11
Diagnostics
36 training papers
12
Imaging Neuroscience
18 training papers
13
NeuroImage: Clinical
77 training papers
14
Scientific Data
30 training papers
15
Brain Communications
79 training papers
16
Alzheimer's Research & Therapy
31 training papers
17
Journal of Biomedical Informatics
37 training papers
18
eBioMedicine
82 training papers
19
Science Advances
52 training papers
20
Communications Medicine
63 training papers
21
BMJ Open
553 training papers
22
Proceedings of the National Academy of Sciences
100 training papers
23
Nature Medicine
88 training papers
24
Journal of Clinical Medicine
77 training papers