会议论文

Kuang, HL

英文

Lecture Notes in Computer Science

0302-9743

2024

14954

408-417

20th International Symposium on Bioinformatics Research and Applications (ISBRA)

Lecture Notes in Bioinformatics

JUL 19-21, 2024

Kunming, PEOPLES R CHINA

[Zhou, Jiancun;Kuang, Hulin;Wang, Yahui;Wang, Jianxin] Cent South Univ, Sch Comp Sci & Engn, Hunan Prov Key Lab Bioinformat, Changsha, Hunan, Peoples R China.^[Zhou, Jiancun] Hunan City Univ, Coll Informat & Elect Engn, Yiyang, Hunan, Peoples R China.

Peng, W Cai, Z Skums, P

152 BEACH ROAD, #21-01/04 GATEWAY EAST, SINGAPORE, 189721, SINGAPORE

SPRINGER-VERLAG SINGAPORE PTE LTD

978-981-97-5127-3; 978-981-97-5128-0

10.1007/978-981-97-5128-0_33

National Key Research and Development Program of China [2021YFF1201200]; Science and Technology Innovation Program of Hunan Province [2022RC1031]; Natural Science Foundation of Hunan Province [2023JJ50354]; High Performance Computing Center of Central South University

本校为其他机构

Neoadjuvant chemoimmunotherapy is an effective treatment for lung cancer. Accurate prediction of lung cancer tumor after neoadjuvant chemoimmunotherapy from Computed tomography (CT) scans is of significance as it can enable clinicians to quickly select patients who will obtain good outcomes after treatments and evaluate patients' prognosis in advance. Therefore, this study proposes a new hybrid Convolutional Neural Network (CNN) and low-complexity Transformer network with attention-based feature fusion to achieve lung cancer tumor prediction after neoadjuvant chemoimmunotherapy on CT scans. In...