# Comparison of Vision Transformers and Convolutional Neural Networks in Medical Image Analysis: A Systematic Review

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/comparison-of-vision-transformers-and-convolutional-neural-networks-in-medical/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Satoshi Takahashi,Yusuke Sakaguchi,Nobuji Kouno,Ken Takasawa,Kenichi Ishizu,Yu Akagi,Rina Aoyama,Naoki Teraya,Amina Bolatkan,Norio Shinkai,Hidenori Machino,Kazuma Kobayashi,Ken Asada,Masaaki Komatsu,Syuzo Kaneko,Masashi Sugiyama,Ryuji Hamamoto |
| Citations | 287 |
| DOI | 10.1007/s10916-024-02105-8 |
| Fields | Computer Science,Medicine,Neuroscience |
| Open Access | true |
| OA Status | hybrid |
| OA URL | https://link.springer.com/content/pdf/10.1007/s10916-024-02105-8.pdf |
| OpenAlex ID | https://openalex.org/W4402499135 |
| PMID | 39264388 |
| Type | review |
| Year | 2024 |

## Paper authors

- [Yusuke Sakaguchi](https://scholariq.org/researchers/yusuke-sakaguchi/)

## Paper journal

- [Journal of Medical Systems](https://scholariq.org/journals/journal-of-medical-systems/)

## Paper primary topic

- [Advanced Neural Network Applications](https://scholariq.org/topics/advanced-neural-network-applications/)

## Paper topics

- [Advanced Neural Network Applications](https://scholariq.org/topics/advanced-neural-network-applications/)
- [COVID-19 diagnosis using AI](https://scholariq.org/topics/covid-19-diagnosis-using-ai/)
- [Brain Tumor Detection and Classification](https://scholariq.org/topics/brain-tumor-detection-and-classification/)

---
Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.