Enhancing Swin Transformer with Semantic Attention for Explainable Prediction: A Case Study with Lung Cancer CT Images

被引：0
|
作者：
Rangnekar, A. [1 ]
Jiang, J. [2 ]
Veeraraghavan, H. [1 ]
机构：
[1] Mem Sloan Kettering Canc Ctr, 1275 York Ave, New York, NY 10021 USA
[2] Mem Sloan Kettering Canc Ctr, Dept Med Phys, New York, NY 10021 USA
来源：
MEDICAL PHYSICS | 2024年 / 51卷 / 09期
关键词：
D O I：
暂无
中图分类号：
R8 [特种医学]; R445 [影像诊断学];
学科分类号：
1002 ; 100207 ; 1009 ;
摘要：
引用
收藏
页码：6580 / 6580
页数：1
相关论文
共 50 条
  • [1] Prediction of Malignancy and Pathological Types of Solid Lung Nodules on CT Scans Using a Volumetric SWIN Transformer
    Chen, Huicong
    Wen, Yanhua
    Wu, Wensheng
    Zhang, Yingying
    Pan, Xiaohuan
    Guan, Yubao
    Qin, Dajiang
    JOURNAL OF IMAGING INFORMATICS IN MEDICINE, 2024,
  • [2] MULTI-SCALE SWIN TRANSFORMER ENABLED AUTOMATIC DETECTION AND SEGMENTATION OF LUNG METASTASES USING CT IMAGES
    Masood, Anum
    Naseem, Usman
    Razzak, Imran
    2023 IEEE 20TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, ISBI, 2023,
  • [3] Explainable AI for lung cancer detection via a custom CNN on CT images
    Mohamed Hammad
    Mohammed ElAffendi
    Ahmed A. Abd El-Latif
    Abdelhamied A. Ateya
    Gauhar Ali
    Pawel Plawiak
    Scientific Reports, 15 (1)
  • [4] An Approach to Segment Nuclei and Cytoplasm in Lung Cancer Brightfield Images Using Hybrid Swin-Unet Transformer
    Sreekumar, Sreelekshmi Palliyil
    Palanisamy, Rohini
    Swaminathan, Ramakrishnan
    JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING, 2024, 44 (03) : 448 - 459
  • [5] ST-MDAMNet: Swin transformer combines multi-dimensional attention mechanism for semantic segmentation of high-resolution earth surface images
    Liu, Bin
    Li, Bing
    Liu, Haiming
    Li, Shuofeng
    ADVANCES IN SPACE RESEARCH, 2024, 74 (08) : 3691 - 3705
  • [6] Multilevel Attention Unet Segmentation Algorithm for Lung Cancer Based on CT Images
    Wang, Huan
    Qiu, Shi
    Zhang, Benyue
    Xiao, Lixuan
    CMC-COMPUTERS MATERIALS & CONTINUA, 2024, 78 (02): : 1569 - 1589
  • [7] Adversarial transformer network for classification of lung cancer disease from CT scan images
    Murthy, S. V. S. N.
    Prasad, P. Murali Krishna
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 86
  • [8] Identification of Anomalies in Lung and Colon Cancer Using Computer Vision-Based Swin Transformer with Ensemble Model on Histopathological Images
    Alsulami, Abdulkream A.
    Albarakati, Aishah
    AL-Ghamdi, Abdullah AL-Malaise
    Ragab, Mahmoud
    BIOENGINEERING-BASEL, 2024, 11 (10):
  • [9] Self-attention transformer model for pan evaporation prediction: a case study in Australia
    Abed, Mustafa
    Imteaz, Monzur Alam
    Huang, Yuk Feng
    Ahmed, Ali Najah
    JOURNAL OF HYDROINFORMATICS, 2024, 26 (10) : 2538 - 2556
  • [10] Deep Learning Algorithm for Classification and Prediction of Lung Cancer using CT Scan Images
    Mhaske, Diksha
    Rajeswari, Kannan
    Tekade, Ruchita
    2019 5TH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION, CONTROL AND AUTOMATION (ICCUBEA), 2019,
12345