Machine Learning in Ultrasound Computer-Aided Diagnostic Systems: A Survey
نویسندگان
چکیده
منابع مشابه
Machine Learning in Computer-Aided Diagnosis of the Thorax and Colon in CT: A Survey
Computer-aided detection (CADe) and diagnosis (CAD) has been a rapidly growing, active area of research in medical imaging. Machine leaning (ML) plays an essential role in CAD, because objects such as lesions and organs may not be represented accurately by a simple equation; thus, medical pattern recognition essentially require "learning from examples." One of the most popular uses of ML is the...
متن کاملComputer-aided Diagnostic Systems for Digital Mammograms
ii ACKNOWLEDGEMENTS I feel privileged to have had the opportunity to work on this project. I would like to thank Dr. Tyler for serving as my advisor as well as Drs. Priya Vashishta, Rajiv Kalia, and Aiichiro Nakano for their support, encouragement and advice. I would like to sincerely thank Dr. serving on my thesis committee. I would like to thank my mother Verna Lee for her help in preparing t...
متن کاملComputer-Aided Diagnosis for Breast Ultrasound Using Computerized BI-RADS Features and Machine Learning Methods.
This work identifies effective computable features from the Breast Imaging Reporting and Data System (BI-RADS), to develop a computer-aided diagnosis (CAD) system for breast ultrasound. Computerized features corresponding to ultrasound BI-RADs categories were designed and tested using a database of 283 pathology-proven benign and malignant lesions. Features were selected based on classification...
متن کاملBiomedical Informatics for Computer-Aided Decision Support Systems: A Survey
The volumes of current patient data as well as their complexity make clinical decision making more challenging than ever for physicians and other care givers. This situation calls for the use of biomedical informatics methods to process data and form recommendations and/or predictions to assist such decision makers. The design, implementation, and use of biomedical informatics systems in the fo...
متن کاملAn Overview of Computer Aided Design/Computer Aided Manufacturing (CAD/CAM) in Restorative Dentistry
Objective: To review the current knowledge of CAD/CAM in dentistry and its development in the mentioned field. Sources: An electronic search was conducted across Ovid Medline, complemented by manual search across individual databases, such as Cochrane, Medline and ISI Web of Science databases and Google Scholar for literature analysis on the mentioned topic. The studies were reviewed thoroughly...
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: BioMed Research International
سال: 2018
ISSN: 2314-6133,2314-6141
DOI: 10.1155/2018/5137904