DOI: 10.1148/radiol.233029 ISSN: 0033-8419
Automated Deep Learning-Based Detection and Segmentation of Lung Tumors at CT
Mehr Kashyap, Xi Wang, Neil Panjwani, Mohammad Hasan, Qin Zhang, Charles Huang, Karl Bush, Alexander Chin, Lucas K. Vitzthum, Peng Dong, Sandra Zaky, Billy W. Loo, Maximilian Diehn, Lei Xing, Ruijiang Li, Michael F. GensheimerUsing routine preradiation treatment CT simulation scans and tumor segmentation data, a deep learning model was developed to detect and segment lung tumors, and good performance was achieved on diverse datasets.