Opportunistic osteoporosis screening in multi-detector CT images using deep convolutional neural networks
Yijie Fang, Wei Li, Xiaojun Chen, Keming Chen, Kang Han, Pengxin Yu, Rongguo Zhang, Jianwei Liao, Guobin Hong, Shaolin Li
Topics & Concepts
Convolutional neural networkSegmentationDeep learningArtificial intelligenceMedicineOsteopeniaOsteoporosisTest setVertebral bodyPattern recognition (psychology)NeuroradiologyData setGround truthComputer scienceRadiologyNuclear medicineBone mineralPathologySurgeryPsychiatryNeurologyMedical Imaging and AnalysisBone health and osteoporosis researchArtificial Intelligence in Healthcare and Education