Back

An Exploratory Study of ResNet and Capsule Neural Networks for Brain Tumor Detection in MRI

2026-02-09 radiology and imaging Title + abstract only
View on medRxiv
Show abstract

Brain tumors are one of the most life-threatening diseases, requiring precise and timely detection for effective treatment. Traditional methods for brain tumor detection rely heavily on manual analysis of MRI scans, which is time-consuming, subjective, and prone to human error. With advancements in deep learning, Convolutional Neural Networks (CNNs) have become popular for medical image analysis. However, CNNs are limited in their ability to capture spatial hierarchies and pose variations, which...

Predicted journal destinations

1
Scientific Reports
701 training papers
Top 2% 22.9%
2
PLOS ONE
1737 training papers
Top 55% 11.3%
3
Human Brain Mapping
53 training papers
Top 0.6% 8.1%
4
NeuroImage
36 training papers
Top 0.4% 6.6%
5
NeuroImage: Clinical
77 training papers
Top 2% 6.1%
6
Computers in Biology and Medicine
39 training papers
Top 0.9% 5.2%
7
PLOS Digital Health
88 training papers
Top 6% 4.3%
8
Imaging Neuroscience
18 training papers
Top 0.9% 2.0%
9
Nature Communications
483 training papers
Top 36% 2.0%
10
npj Digital Medicine
85 training papers
Top 9% 2.0%
11
Scientific Data
30 training papers
Top 0.7% 2.0%
12
Communications Medicine
63 training papers
Top 1% 1.6%
13
PLOS Computational Biology
141 training papers
Top 8% 1.6%
14
BMC Medical Informatics and Decision Making
36 training papers
Top 6% 1.4%
15
Journal of Biomedical Informatics
37 training papers
Top 5% 1.4%
16
Diagnostics
36 training papers
Top 3% 1.4%
17
Alzheimer's Research & Therapy
31 training papers
Top 4% 1.2%
18
Brain Communications
79 training papers
Top 8% 1.2%
19
Frontiers in Oncology
34 training papers
Top 6% 0.7%
20
Journal of Clinical Medicine
77 training papers
Top 22% 0.7%
21
Frontiers in Neuroscience
29 training papers
Top 6% 0.7%
22
Heliyon
57 training papers
Top 13% 0.7%
23
Frontiers in Neurology
74 training papers
Top 13% 0.7%
24
eLife
262 training papers
Top 53% 0.7%
25
Brain and Behavior
19 training papers
Top 4% 0.5%