GAN‐LSTM‐3D: An efficient method for lung tumour 3D reconstruction enhanced by attention‐based LSTM

L Hong, MH Modirrousta… - CAAI Transactions …, 2023 - Wiley Online Library
Abstract Three‐dimensional (3D) image reconstruction of tumours can visualise their
structures with precision and high resolution. In this article, GAN‐LSTM‐3D method is …

[HTML][HTML] Persistent mucus plugs in proximal airways are consequential for airflow limitation in asthma

BK Huang, BM Elicker, TS Henry, KG Kallianos… - JCI insight, 2024 - ncbi.nlm.nih.gov
BACKGROUND Information about the size, airway location, and longitudinal behavior of
mucus plugs in asthma is needed to understand their role in mechanisms of airflow …

A GAN-based method for 3D lung tumor reconstruction boosted by a knowledge transfer approach

SR Rezaei, A Ahmadi - Multimedia Tools and Applications, 2023 - Springer
Abstract Three-dimensional (3D) image reconstruction of tumors has been one of the most
effective techniques for accurately visualizing tumor structures and treatment with high …

[HTML][HTML] A Novel Method for 3D Lung Tumor Reconstruction Using Generative Models

H Najafi, K Savoji, M Mirzaeibonehkhater, SV Moravvej… - Diagnostics, 2024 - mdpi.com
Background: Lung cancer remains a significant health concern, and the effectiveness of
early detection significantly enhances patient survival rates. Identifying lung tumors with high …

Combining GAN and LSTM Models for 3D Reconstruction of Lung Tumors from CT Scans

C Gu, H Gao - … Journal of Advanced Computer Science and …, 2023 - search.proquest.com
Generating a three-dimensional (3D) reconstruction of tumors is an efficient technique for
obtaining accurate and highly detailed visualization of the structures of tumors. To create a …

Study on high-precision three-dimensional reconstruction of pulmonary lesions and surrounding blood vessels based on CT images

C Chen, Z Fu, S Ye, C Zhao, V Golovko, S Ye, Z Bai - Optics Express, 2024 - opg.optica.org
The adoption of computerized tomography (CT) technology has significantly elevated the
role of pulmonary CT imaging in diagnosing and treating pulmonary diseases. However …