Predicting Gleason Score of Prostate Cancer Patients Using Radiomic Analysis
نویسندگان
چکیده
منابع مشابه
Predicting survival time of lung cancer patients using radiomic analysis
Objectives This study investigates the prediction of Non-small cell lung cancer (NSCLC) patient survival outcomes based on radiomic texture and shape features automatically extracted from tumor image data. Materials and Methods Retrospective analysis involves CT scans of 315 NSCLC patients from The Cancer Imaging Archive (TCIA). A total of 24 image features are computed from labeled tumor vol...
متن کاملEffects of Admission Age and Gleason Score on the State Transition in Elderly Patients With Prostate Cancer Using a Multi-State Model
Objectives: Cancer is one of the leading causes of death among the elderly in the world. There are several factors involved in the development and progression of cancer. Therefore, knowing these factors and how they affect the cancer patient’s process can help in timely treatment of the disease. This study aims to evaluate the effects of admission age and Gleason score on the state transition i...
متن کاملProtooncogene Bcl-2 and Gleason Score in Prostate Cancer
The aim of this study was to analyse the relationship between the expression of the bcl-2 proto-oncogene and the histological grading of prostate cancer according to the Gleason score. To study the prognostic significance of Bcl-2 over expression in prostate cancer, 36 consecutive radical prostatectomy specimens were examined by immunohistochemistry. Bcl-2 was associated with malignant phenotyp...
متن کاملUpgrading of Gleason score and prostate volume: a clinicopathological analysis.
OBJECTIVE To more clearly elucidate the association between prostate volume and Gleason score (GS) upgrading. PATIENT AND METHODS We reviewed 451 patients with prostate cancer with a GS of 6 on biopsy, who underwent radical prostatectomy without neoadjuvant treatment. As a preoperative variable, we assessed the independent effect of prostate volume on GS upgrading. To evaluate the association...
متن کاملGleason Score 6 - Prostate Cancer or Benign Variant?
The leading motivation behind wanting to call a 'malignant' prostate lesion 'benign' is the evidence of indolent prostate cancer that is not associated with a fatal outcome and in part makes therapeutic measures such as surgery and radiotherapy appear like overtreatment for some or possibly the majority of such patients. The present article reviews the definitions of 'precancerous lesion' and '...
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: Frontiers in Oncology
سال: 2018
ISSN: 2234-943X
DOI: 10.3389/fonc.2018.00630