Development of novel MRI methods as biomarkers for chronic kidney disease

学生将在昆士兰州大学高级成像中心和诺丁汉大学彼得曼斯菲尔德爵士成像中心开发用于肾单位成像的新型mri方法，并建立慢性肾脏疾病的mri生物标志物。研究领域包括在3t mri上开发临床肾脏成像的体内方法，并开发深度学习方法来识别慢性肾脏疾病的mri生物标志物。使用离体高分辨率和体内临床成像数据和组织学验证肾单位成像的深度学习算法

Studentship will develop novel mri methods for nephron imaging and establish mri biomarkers for chronic kidney disease at the centre for advanced imaging at the university of Queensland and the sir peter Mansfield imaging centre university of Nottingham Areas of research include Development of in vivo methods for clinical renal imaging at 3t mri and development of deep learning approach to identify mri biomarkers for chronic kidney disease Development and validation of deep learning algorithms for nephron imaging using ex vivo high resolution and in vivo clinical imaging data and histology