Multi‐scale, domain knowledge‐guided attention + random forest: a two‐stage deep learning‐based multi‐scale guided attention models to diagnose idiopathic pulmonary fibrosis from computed tomography images - Yu, Wenxi; Zhou, Hua; Choi, Youngwon; Goldin, Jonathan G.; Teng, Pangyu; Wong, Weng Kee; McNitt‐Gray, Michael F.; Brown, Matthew S.; Kim, Grace Hyun J. (Medical physics (Lancaster), 2023)
Keywords: Aged; attention models; computed tomography; Deep Learning; domain knowledge; Humans; idiopathic pulmonary fibrosis; Idiopathic Pulmonary Fibrosis - diagnostic imaging; Lung Diseases, Interstitial - diagnosis; machine learning; medical imaging; Random Forest; Retrospective Studies; Tomography, X-Ray Computed - methods; computed tomography; deep learning; domain knowledge; attention models; idiopathic pulmonary fibrosis; machine learning; medical imaging