UMobileNetV2 model for semantic segmentation of gastrointestinal tract in MRI scans

• Main Authors: Sharma, Neha, Gupta, Sheifali, Gupta, Deepali, Gupta, Punit, Juneja, Sapna, Shah, Asadullah, Shaikh, Asadullah
• Format: Article
• Language: English; English
• Published: Public Library of Science 2024
• Subjects: T10.5 Communication of technical information
• Online Access: http://irep.iium.edu.my/112411/2/112411_UMobileNetV2%20model%20for%20semantic%20segmentation_SCOPUS.pdf; http://irep.iium.edu.my/112411/3/112411_UMobileNetV2%20model%20for%20semantic%20segmentation.pdf; http://irep.iium.edu.my/112411/; https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0302880&type=printable; https://doi.org/10.1371/journal.pone.0302880

Gastrointestinal (GI) cancer is leading general tumour in the Gastrointestinal tract, which is fourth significant reason of tumour death in men and women. The common cure for GI cancer is radiation treatment, which contains directing a high-energy X-ray beam onto the tumor while avoiding healthy org...