Computer-aided diagnosis of prostate cancer with MRI
نویسندگان
چکیده
منابع مشابه
Computer Aided-Diagnosis of Prostate Cancer on Multiparametric MRI: A Technical Review of Current Research
Prostate cancer (PCa) is the most commonly diagnosed cancer among men in the United States. In this paper, we survey computer aided-diagnosis (CADx) systems that use multiparametric magnetic resonance imaging (MP-MRI) for detection and diagnosis of prostate cancer. We review and list mainstream techniques that are commonly utilized in image segmentation, registration, feature extraction, and cl...
متن کاملA structural-functional MRI-based disease atlas: application to computer-aided-diagnosis of prostate cancer
Different imaging modalities or protocols of a single patient may convey different types of information regarding a disease for the same anatomical organ/tissue. On the other hand, multi-modal/multi-protocol medical images from several different patients can also provide spatial statistics of the disease occurrence, which in turn can greatly aid in disease diagnosis and aid in improved, accurat...
متن کاملDevelopment of a computer aided diagnosis model for prostate cancer classification on multi-parametric MRI
Introduction: Prostate cancer (PCa) is one of the most prevalent cancers among men. Diagnosis depends on a trans-rectal ultrasound (TRUS)-guided biopsy to estimate the stage and aggressiveness. The accuracy of this estimate is confounded by a high false negative rate due to a lack of consistent imaging characteristics that make the identification possible in a majority of cases and consequent u...
متن کاملBreast MRI and Computer Aided Diagnosis
Recently, there has been rapid increase per year in the number of breast MR studies performed in Korea. Dynamic contrast enhanced magnetic resonance mammography is a well-established method in the diagnosis of invasive breast cancer with a sensitivity near 100%. Distinction between benign and malignant lesions in MRI is possible by evaluating their morphology and enhancement pattern. A strong i...
متن کاملComputer-aided Detection of Prostate Cancer with MRI: Technology and Applications.
One in six men will develop prostate cancer in his lifetime. Early detection and accurate diagnosis of the disease can improve cancer survival and reduce treatment costs. Recently, imaging of prostate cancer has greatly advanced since the introduction of multiparametric magnetic resonance imaging (mp-MRI). Mp-MRI consists of T2-weighted sequences combined with functional sequences including dyn...
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: Current Opinion in Biomedical Engineering
سال: 2017
ISSN: 2468-4511
DOI: 10.1016/j.cobme.2017.09.009