Deep Learning-Based CT Imaging in Diagnosing Myeloma and Its Prognosis Evaluation

• Published in: Journal of healthcare engineering Vol. 2021; pp. 1 - 11
• Main Authors: Wang, Jinzhou, Shi, Xiangjun, Yao, Xingchen, Ren, Jie, Du, Xinru
• Format: Journal Article
• Language: English
• Published: England Hindawi 13.09.2021
• Subjects: Deep Learning; Humans; Multiple Myeloma - diagnostic imaging; Multiple Myeloma - drug therapy; Neural Networks, Computer; Prognosis; Tomography, X-Ray Computed

Imaging examination plays an important role in the early diagnosis of myeloma. The study focused on the segmentation effects of deep learning-based models on CT images for myeloma, and the influence of different chemotherapy treatments on the prognosis of patients. Specifically, 186 patients with su...