Back

CardioPulmoNet: Modeling Cardiopulmonary Dynamics for Histopathological Diagnosis

2026-02-20 health informatics Title + abstract only
View on medRxiv
Show abstract

ObjectiveThis study investigates whether incorporating physiological coupling concepts into neural network design can support stable and interpretable feature learning for histopathological image classification under limited data conditions. MethodsA physiologically inspired architecture, termed CardioPulmoNet, is introduced to model interacting feature streams analogous to pulmonary ventilation and cardiac perfusion. Local and global tissue features are integrated through bidirectional multi-h...

Predicted journal destinations

1
Scientific Reports
701 training papers
Top 5% 17.5%
2
Computers in Biology and Medicine
39 training papers
#1 7.7%
3
BMC Medical Informatics and Decision Making
36 training papers
Top 1% 6.4%
4
npj Digital Medicine
85 training papers
Top 3% 6.4%
5
Nature Communications
483 training papers
Top 16% 6.4%
6
PLOS ONE
1737 training papers
Top 72% 6.4%
7
PLOS Digital Health
88 training papers
Top 3% 6.4%
8
Journal of Biomedical Informatics
37 training papers
Top 1% 6.4%
9
Journal of the American Medical Informatics Association
53 training papers
Top 4% 5.0%
10
JAMIA Open
35 training papers
Top 4% 4.1%
11
International Journal of Medical Informatics
25 training papers
Top 3% 1.9%
12
JMIR Medical Informatics
16 training papers
Top 2% 1.9%
13
Biology Methods and Protocols
19 training papers
Top 0.2% 1.5%
14
Journal of Medical Internet Research
81 training papers
Top 11% 1.5%
15
European Heart Journal - Digital Health
15 training papers
Top 4% 1.3%
16
Patterns
15 training papers
Top 1.0% 1.2%
17
Communications Medicine
63 training papers
Top 5% 0.9%
18
Scientific Data
30 training papers
Top 3% 0.9%
19
Nature Medicine
88 training papers
Top 18% 0.7%
20
Frontiers in Digital Health
18 training papers
Top 4% 0.7%
21
BMC Medical Research Methodology
41 training papers
Top 9% 0.7%
22
eLife
262 training papers
Top 56% 0.7%
23
PLOS Computational Biology
141 training papers
Top 15% 0.7%