Confidence Levels for Medical Diagnosis on Distributed Medical Knowledge Nodes

نویسنده

  • NARONGRIT WARAPORN
چکیده

This paper presents the methodology of defining the confidence levels for computer-aided medical diagnosis according to the patient-doctor visiting. It is a part of on-going research in the Medical Knowledge Technology (MKT) system. With the expansion of medical knowledge into the Internet by various groups of Tele-medicine researchers, the suggestion of confidence levels for medical diagnosis on multiple medical knowledge nodes of the distributed databases, as simultaneously consulting doctors, is presented. The extension of this AI methodology to in the medical field via Internet will provide support to the physicians and improve the health of world population.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Real Time Simulation of Medical Diagnosis with Confidence Levels on Distributed Knowledge Nodes

Telemedicine has been researched to provide better care to people in the remote area via Internet. Enhancing the Telemedicine over Internet can be applied to multiple health-care agencies containing medical knowledge in distributed databases. We are currently developing an internet-based medical diagnosis system, called Medical Knowledge Technology (MKT) system with confidence levels during coo...

متن کامل

Learning and inference in knowledge-based probabilistic model for medical diagnosis

Based on a weighted knowledge graph to represent first-order knowledge and combining it with a probabilistic model, we propose a methodology for the creation of a medical knowledge network (MKN) in medical diagnosis. When a set of symptoms is activated for a specific patient, we can generate a ground medical knowledge network composed of symptom nodes and potential disease nodes. By Incorporati...

متن کامل

The educational effects of mobile learning on medical sciences students: A systematic review in experimental studies

Introduction: The demand for mobile learning in the medicalsciences educational program is increasing. The present reviewstudy gathers evidence highlighted by the experimental studieson the educational effects of mobile learning for medical sciencesstudents.Methods: The study was carried out as a systematic literaturesearch published from 2007 to July 2017 in the databases PubMed/Medline, Cumul...

متن کامل

EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning

Objective: Electronic medical records (EMRs) contain an amount of medical knowledge which can be used for clinical decision support (CDS). Our objective is a general system that can extract and represent these knowledge contained in EMRs to support three CDS tasks: test recommendation, initial diagnosis, and treatment plan recommendation, with the given condition of one patient. Methods: We ext...

متن کامل

Competence of Healthcare Workers in Sexual Health Education for Female Adolescents at Schools

Background & aim: Sexual health education is one of the responsibilities of healthcare workers at schools, which can reduce the risk of sexually transmitted diseases such as AIDS, unwanted pregnancy, abortion, substance abuse, sexual violence, and suicidal tendencies. This study aimed to investigate healthcare workers’ competence in sexual health education for female adolescents at schools. Met...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2006