Artificial Intelligence, Machine Learning and Reasoning in Health Informatics—Case Studies

MU Ahmed, S Barua, S Begum - Signal Processing Techniques for …, 2021 - Springer
Abstract To apply Artificial Intelligence (AI), Machine Learning (ML) and Machine Reasoning
(MR) in health informatics are often challenging as they comprise with multivariate …

Case-based reasoning systems in the health sciences: a survey of recent trends and developments

S Begum, MU Ahmed, P Funk… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
The health sciences are, nowadays, one of the major application areas for case-based
reasoning (CBR). The paper presents a survey of recent medical CBR systems based on a …

A fuzzy-ontology-oriented case-based reasoning framework for semantic diabetes diagnosis

S El-Sappagh, M Elmogy, AM Riad - Artificial intelligence in medicine, 2015 - Elsevier
Objective Case-based reasoning (CBR) is a problem-solving paradigm that uses past
knowledge to interpret or solve new problems. It is suitable for experience-based and theory …

[PDF][PDF] A survey on case-based reasoning in medicine

N Choudhury, SA Begum - International Journal of Advanced …, 2016 - academia.edu
Case-based reasoning (CBR) based on the memory-centered cognitive model is a strategy
that focuses on how people learn a new skill or how they generate hypothesis on new …

Physiological sensor signals classification for healthcare using sensor data fusion and case-based reasoning

S Begum, S Barua, MU Ahmed - Sensors, 2014 - mdpi.com
Today, clinicians often do diagnosis and classification of diseases based on information
collected from several physiological sensor signals. However, sensor signal could easily be …

[PDF][PDF] 普适医疗信息管理与服务的关键技术与挑战

吴信东, 叶明全, 胡东辉, 吴共庆, 胡学钢, 王浩 - 2012 - researchgate.net
摘要随着区域医疗, 移动医疗, 转化医学等新兴技术的应用和发展, 电子病历,
电子健康档案及转化基因等数据都呈现出爆炸式增长. 为了将医疗服务信任问题渗透到人与医疗 …

How to use contextual knowledge in medical case-based reasoning systems: a survey on very recent trends

S Montani - Artificial intelligence in medicine, 2011 - Elsevier
OBJECTIVES: This paper aims at systematizing the ways in which the contextual knowledge
embedded in the case library can support decision making, within case-based reasoning …

Mental state monitoring system for the professional drivers based on Heart Rate Variability analysis and Case-Based Reasoning

S Begum, MU Ahmed, P Funk… - … Federated Conference on …, 2012 - ieeexplore.ieee.org
The consequences of tiredness, drowsiness, stress and lack of concentration caused by a
variety of different factors such as illness, sleep depletion, drugs and alcohol is a serious …

Case-based reasoning for medical and industrial decision support systems

MU Ahmed, S Begum, E Olsson, N Xiong… - Successful Case-based …, 2010 - Springer
The amount of medical and industrial experience and knowledge is rapidly growing and it is
increasingly difficult to be up to date leading to less informed decisions, mistakes and …

Health Monitoring for Elderly: An Application Using Case‐Based Reasoning and Cluster Analysis

MU Ahmed, H Banaee, A Loutfi - … Scholarly Research Notices, 2013 - Wiley Online Library
This paper presents a framework to process and analyze data from a pulse oximeter which
remotely measures pulse rate and blood oxygen saturation from a set of individuals. Using …