Radiomics can extract high-throughput and quantitative image features from medical images and mine the information related to the pathophysiology of tumors,which can help clinical decision-making and improve the diagnostic and predictive performance.Radiomics has been widely used in the study of prostate cancer (PCa),demonstrating application values in the diagnosis and differential diagnosis,pathology classification,invasion assessment,efficacy prediction,and prognosis analysis of PCa.Here we reviewed the recent research progress of magnetic resonance imaging-based radiomics in PCa.
Humans ; Magnetic Resonance Imaging/methods* ; Male ; Prognosis ; Prostatic Neoplasms/pathology*

BACKGROUNDAge-related macular degeneration (AMD) is a major cause of irreversible blindness, and awareness of this disease is important in the prevention of blindness. However, lack of public awareness of AMD was shown in previous studies, and there was no report of AMD awareness in the Mainland of China. Therefore, the aim of our study was to assess the awareness of AMD and its risk factors among Beijing residents in China.

METHODSA cross-sectional, computer-assisted, telephone investigation was conducted to measure the awareness of AMD among Beijing residents. All the contacts of potential respondents were randomly generated by computer. Only those above 18 years of age and willing to participate in the study were included. The questionnaire for the study was modified from the AMD Alliance International Global Report. Pearson's Chi-square test and binary logistic regression analysis were used to identify the factors that affected the knowledge of AMD.

RESULTSAmong 385 Beijing residents who agreed to participate, the awareness of AMD was 6.8%, far below than that of cataract and glaucoma. Participants who were above 30 years of age (odds ratio [OR] 6.17, confidence interval [CI] 1.44-26.57), with experience of health-related work (OR 8.11, CI 3.25-20.27), and whose relatives/friends or themselves suffering from AMD (OR 32.18, CI 11.29-91.68) had better AMD awareness. Among those familiar with AMD, only 35% of them identified smoking as a risk factor, and only 23.1% of the residents believed that smoking could lead to blindness.

CONCLUSIONSThe sample of Chinese population had limited knowledge of AMD. Educational programs need to be carried out to raise public awareness of AMD.

Adolescent ; Adult ; Beijing ; China ; Cross-Sectional Studies ; Female ; Health Knowledge, Attitudes, Practice ; Humans ; Logistic Models ; Macular Degeneration ; physiopathology ; psychology ; Male ; Middle Aged ; Odds Ratio ; Patient Education as Topic ; Risk Factors ; Smoking ; adverse effects ; Surveys and Questionnaires ; Young Adult