Bookmark Saya

arXiv Open Access 2021

Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review

Mingquan Lin Jacob Wynne Yang Lei Tonghe Wang Walter J. Curran +2 lainnya
Lihat Sumber

Abstrak

Medical imaging is widely used in cancer diagnosis and treatment, and artificial intelligence (AI) has achieved tremendous success in various tasks of medical image analysis. This paper reviews AI-based tumor subregion analysis in medical imaging. We summarize the latest AI-based methods for tumor subregion analysis and their applications. Specifically, we categorize the AI-based methods by training strategy: supervised and unsupervised. A detailed review of each category is presented, highlighting important contributions and achievements. Specific challenges and potential AI applications in tumor subregion analysis are discussed.

Topik & Kata Kunci

eess.IV cs.CV physics.med-ph

Penulis (7)

M

Mingquan Lin

J

Jacob Wynne

Y

Yang Lei

T

Tonghe Wang

W

Walter J. Curran

T

Tian Liu

X

Xiaofeng Yang

Format Sitasi

APA MLA BibTeX
Lin, M., Wynne, J., Lei, Y., Wang, T., Curran, W.J., Liu, T. et al. (2021). Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review. https://arxiv.org/abs/2103.13588

Akses Cepat

Lihat di Sumber
Informasi Jurnal
Tahun Terbit
2021
Bahasa
en
Sumber Database
arXiv
Akses
Open Access ✓