1.传统影像组学任务 (生境影像组学,血管影像组学)
2.深度学习分类任务
3.深度学习分割任务
4.传统影像组学特征联合深度学习特征分类任务
功能更新日志:https://p.kdocs.cn/s/SROPMBAAIA
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Zhang J, Xia L, Liu J, et al. Exploring Deep Learning Radiomics for Classifying Osteoporotic Vertebral Fractures in X-ray Images[J]. Frontiers in Endocrinology, 2024, 15: 1370838.
Zhang Y, Zou Y, Tan W, et al. Value of radiomics-based automatic grading of muscle edema in polymyositis/dermatomyositis based on MRI fat-suppressed T2-weighted images[J]. Acta Radiologica, 2024: 02841851241244507.
Zhang, J., Xia, L., Zhang, X. et al. Development and validation of a predictive model for vertebral fracture risk in osteoporosis patients. Eur Spine J (2024). https://doi.org/10.1007/s00586-024-08235-4
XIA L, LIANG Z P, ZHANG J. Research on the method of brain magnetic resonance synthetic DWI generation based on the cycle generative adversarial network[J]. Chin J Magn Reson Imaging, 2023, 14(7): 121-126.
Qi X, Wang W, Pan S, et al. Predictive value of triple negative breast cancer based on DCE-MRI multi-phase full-volume ROI clinical radiomics model[J]. Acta Radiologica, 2023: 02841851231215145.
Xia F, Wei W, Wang J, et al. Machine learning model for non-alcoholic steatohepatitis diagnosis based on ultrasound radiomics[J]. BMC Medical Imaging, 2024, 24(1): 1-11.
1.江苏省人民医院(南京医科大学第一附属医院)
2.上海市肺科医院
3.南京医科大学附属逸夫医院
4.核工业总医院(苏州大学附属第二医院)
4.芜湖弋矶山医院
5.马鞍山市人民医院
6.哈尔滨医科大学附属第二医院
7.甘肃省人民医院
8.广州红十字会医院
9.海南医学院