MP20-04 AUTOMATED DIAGNOSIS OF PROSTATE CANCER LOCATION AND FORM BY ARTIFICIAL INTELLIGENCE IN MULTIPARAMETRIC MRI
نویسندگان
چکیده
منابع مشابه
Dosimetric and Radiobiological Evaluation of Multiparametric MRI-guided Dose Painting in radiotherapy of Prostate Cancer
Introduction: Radiotherapy is one of the treatment options for locally advanced prostate cancer, however with standard radiation doses it is not always very effective. One of the strategies to improve the efficiency of radiotherapy is increasing the dose. In this study to increase tumor local control rates a new radiotherapy method, known as dose painting (DP) was investigated....
متن کاملBiparametric versus multiparametric MRI in the diagnosis of prostate cancer
BACKGROUND Since multiparametric magnetic resonance imaging (mp-MRI) of the prostate exceeds 30 min, minimizing the evaluation time of significant (Gleason scores > 6) prostate cancer (PCa) would be beneficial. A reduced protocol might be sufficient for the diagnosis. PURPOSE To study whether a short unenhanced biparametric MRI (bp-MRI) matches mp-MRI in detecting significant PCa. MATERIAL ...
متن کاملMultiparametric MRI in Prostate Cancer
Prostate cancer (PCa) is the second most common cancer in men and an estimated 1.1 million men worldwide were diagnosed with prostate cancer in 2012 with almost 70% of the cases occurring in more developed regions [1]. With an estimated 307.00 deaths in 2012, prostate cancer is the fifth leading cause of death from cancer in men [1]. In patients with elevated or rising prostate-specific antigen...
متن کاملProstate cancer diagnosis using deep learning with 3D multiparametric MRI
A novel deep learning architecture (XmasNet) based on convolutional neural networks was developed for the classification of prostate cancer lesions, using the 3D multiparametric MRI data provided by the PROSTATEx challenge. End-to-end training was performed for XmasNet, with data augmentation done through 3D rotation and slicing, in order to incorporate the 3D information of the lesion. XmasNet...
متن کاملValue of multiparametric MRI in prostate cancer
A. M. Weidner, H. J. Michaely, A. Lemke, L. Breitinger, M. S. Michel, F. Wenz, N. Schnitzer, S. O. Schönberg, and D. J. Dinter Department of Clinical Radiology and Nuclear Medicine, University Medical Center, Mannheim, Germany, Computer Assisted Clinical Medicine, University Medical Center, Mannheim, Germany, Mannheim, Germany, Department of Urology, University Medical Center, Mannheim, Germany...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Urology
سال: 2018
ISSN: 0022-5347,1527-3792
DOI: 10.1016/j.juro.2018.02.674