Misunderstanding between knowledge engineers and domain experts: a re-evaluation of the use of induction for medical expert systems.

Abstract:

:The effectiveness of an induction algorithm for making decisions was investigated using a complete set of diagnoses and corresponding outcomes for all possible distinct cases of thyroid disorders. Investigation of both diagnoses and outcomes followed a late discovery of a misunderstanding between the knowledge engineers and the expert. The knowledge engineers had erroneously equated the expert's terms 'diagnosis' and 'outcome'. Following this discovery, two previously reported induced expert systems were re-evaluated using the more appropriate 'outcomes' and were found to be correct for 79 and 70% of all cases.

journal_name

Int J Med Inform

authors

File PE,Dugard PI

doi

10.1016/s1386-5056(97)00060-9

subject

Has Abstract

pub_date

1997-09-01 00:00:00

pages

113-8

issue

2

eissn

1386-5056

issn

1872-8243

pii

S1386-5056(97)00060-9

journal_volume

46

pub_type

杂志文章
  • Technology, governance and patient safety: systems issues in technology and patient safety.

    abstract::Technology and equipment are often identified as contributors to adverse medical events, however technology is seldom the focal point of investigation as a source of medical error or adverse event. It is often seen as both a means of reducing error (e.g., automated drug dispensing machines) or as a major contributing ...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章,评审

    doi:10.1016/j.ijmedinf.2006.05.046

    authors: Balka E,Doyle-Waters M,Lecznarowicz D,FitzGerald JM

    更新日期:2007-06-01 00:00:00

  • Socio-demographic differences in risk information seeking sources for non-steroidal anti-inflammatory drugs (NSAIDS).

    abstract:OBJECTIVES:Non-steroidal anti-inflammatory drugs (NSAIDs) are frequently prescribed for musculoskeletal pain and inflammatory conditions. A better understanding of patient information seeking behavior can help bridge the gap between patient knowledge and health care resources. This study examines the primary sources of...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2016.07.017

    authors: Houser SH,Au DW,Miller MJ,Chen L,Outman RC,Ray MN,Saag KG,Weech-Maldonado R

    更新日期:2016-10-01 00:00:00

  • Disparities in mobile phone access and maternal health service utilization in Nigeria: a population-based survey.

    abstract:BACKGROUND:Mobile communication technologies may reduce maternal health disparities related to cost, distance, and infrastructure. However, the ability of mHealth initiatives to accelerate maternal health goals requires in part that women with the greatest health needs have access to mobile phones. OBJECTIVE:This stud...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2015.01.016

    authors: Jennings L,Omoni A,Akerele A,Ibrahim Y,Ekanem E

    更新日期:2015-05-01 00:00:00

  • EmerLoc: location-based services for emergency medical incidents.

    abstract:BACKGROUND:Recent developments in positioning systems and telecommunications have provided the technology needed for the development of location aware medical applications. We developed a system, named EmerLoc, which is based upon this technology and uses a set of sensors that are attached to the patient's body, a micr...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2006.07.010

    authors: Maglogiannis I,Hadjiefthymiades S

    更新日期:2007-10-01 00:00:00

  • Using the critical incident technique to define a minimal data set for requirements elicitation in public health.

    abstract::The introduction of computer-based information systems (ISs) in public health provides enhanced possibilities for service improvements and hence also for improvement of the population's health. Not least, new communication systems can help in the socialization and integration process needed between the different profe...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/s1386-5056(02)00074-6

    authors: Olvingson C,Hallberg N,Timpka T,Greenes RA

    更新日期:2002-12-18 00:00:00

  • Real-time attended home-polysomnography with telematic data transmission.

    abstract:PURPOSE:Home-polysomnography (HPSG) has been proposed as a cost-effective alternative for obstructive sleep apnea (OSA) diagnosis. We assessed, in a feasibility study, whether telematic transmission using the Dream® and Sleepbox® technologies was associated with low HPSG failure rate. METHODS:Patients referred by ches...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2013.02.008

    authors: Bruyneel M,Van den Broecke S,Libert W,Ninane V

    更新日期:2013-08-01 00:00:00

  • A smart wearable device for monitoring and self-management of diabetic foot: A proof of concept study.

    abstract:BACKGROUND AND OBJECTIVE:Diabetic foot is one of the important complications of diabetes, which is occurred due to the destructive parameters in different anatomical sites of feet. Management and monitoring of these parameters are very important to decrease or prevent foot ulcers. We aimed to develop a smart wearable d...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2020.104343

    authors: Moulaei K,Malek M,Sheikhtaheri A

    更新日期:2021-02-01 00:00:00

  • FindZebra: a search engine for rare diseases.

    abstract:BACKGROUND:The web has become a primary information resource about illnesses and treatments for both medical and non-medical users. Standard web search is by far the most common interface to this information. It is therefore of interest to find out how well web search engines work for diagnostic queries and what factor...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2013.01.005

    authors: Dragusin R,Petcu P,Lioma C,Larsen B,Jørgensen HL,Cox IJ,Hansen LK,Ingwersen P,Winther O

    更新日期:2013-06-01 00:00:00

  • Security issues arising in establishing a regional health information infrastructure.

    abstract::A regional health information infrastructure is being developed in an internally self-governing country which is a dependent territory of the British Crown, is not part of the United Kingdom but is a member of the British Commonwealth. This country of about 70000 inhabitants (and significant numbers of visitors) withi...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2003.11.010

    authors: Neame R,Olson MJ

    更新日期:2004-03-31 00:00:00

  • Medical informatics at Heidelberg/Heilbronn: status-evaluation-new challenges in a specialised curriculum for medical informatics after thirty years of evolution.

    abstract::After reporting on characteristics, structure and contents of the specialised informatics-based curriculum for medical informatics (MI) at the University of Heidelberg/University of Applied Sciences Heilbronn, the paper describes the development during the last 5 years, and in particular a complementary health care or...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2003.11.011

    authors: Leven FJ,Knaup P,Schmidt D,Wetter T

    更新日期:2004-03-18 00:00:00

  • Technology-mediated awareness: facilitating the handling of (un)wanted interruptions in a hospital setting.

    abstract:INTRODUCTION:Nurses' work in hospital departments is highly collaborative and includes communication with a variety of actors. To further support nurses' communications, wireless phones, on which nurses receive both nurse calls and ordinary phone calls, have been introduced. However, while they ensure high availability...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2014.06.007

    authors: Klemets J,Evjemo TE

    更新日期:2014-09-01 00:00:00

  • Decision support in medicine: lessons from the HELP system.

    abstract:PURPOSE:This report describes an ongoing transition from the HELP Hospital Information System to HELP II, a replacement Health Information System built to manage clinical information captured in a variety of medical settings. The focus of the article is on the medical decision support provided by this system and studie...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/s1386-5056(02)00110-7

    authors: Haug PJ,Rocha BH,Evans RS

    更新日期:2003-03-01 00:00:00

  • Evacuation support system for improved medical documentation and information flow in the field.

    abstract:PURPOSE:Documentation of medical treatment and observation of patients during evacuation from the point of injury to definitive treatment is important both for optimizing patient treatment and managing the evacuation process. The current practice in military medical field documentation uses paper forms and voice commun...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2007.01.006

    authors: Walderhaug S,Meland PH,Mikalsen M,Sagen T,Brevik JI

    更新日期:2008-02-01 00:00:00

  • Which barriers affect morbidity registration performance of GP trainees and trainers?

    abstract:BACKGROUND:Diagnosis coding percentages in the specialty training of general practitioners (GPs) are generally high, but not perfect, indicating barriers against coding still exist, possibly influencing the validity of data based on electronic patient records (EPRs). OBJECTIVE:To study the relationship between barrier...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2013.02.002

    authors: de Jong J,Visser MR,Wieringa-de Waard M

    更新日期:2013-08-01 00:00:00

  • Using a sociotechnical framework to understand adaptations in health IT implementation.

    abstract:PURPOSE:When barcode medication administration (BCMA) is implemented nurses are required to integrate not only a new set of procedures or artifacts into everyday work, but also an orientation to medication safety itself that is sometimes at odds with their own. This paper describes how the nurses' orientation (the Prac...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2013.01.009

    authors: Novak LL,Holden RJ,Anders SH,Hong JY,Karsh BT

    更新日期:2013-12-01 00:00:00

  • Methods of usability testing in the development of eHealth applications: A scoping review.

    abstract:BACKGROUND:The number of eHealth applications has exponentially increased in recent years, with over 325,000 health apps now available on all major app stores. This is in addition to other eHealth applications available on other platforms such as PC software, web sites and even gaming consoles. As with other digital ap...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章,评审

    doi:10.1016/j.ijmedinf.2019.03.018

    authors: Maramba I,Chatterjee A,Newman C

    更新日期:2019-06-01 00:00:00

  • The usability axiom of medical information systems.

    abstract:INTRODUCTION:In this article we begin by connecting the concept of simplicity of user interfaces of information systems with that of usability, and the concept of complexity of the problem-solving in information systems with the concept of usefulness. We continue by stating "the usability axiom" of medical information ...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2006.05.039

    authors: Pantazi SV,Kushniruk A,Moehr JR

    更新日期:2006-12-01 00:00:00

  • Identifying and prioritizing the tools/techniques of knowledge management based on the Asian Productivity Organization Model (APO) to use in hospitals.

    abstract:INTRODUCTION:Appropriate knowledge, correct information, and relevant data are vital in medical diagnosis and treatment systems. Knowledge Management (KM) through its tools/techniques provides a pertinent framework for decision-making in healthcare systems. The objective of this study was to identify and prioritize the...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2017.10.012

    authors: Khajouei H,Khajouei R

    更新日期:2017-12-01 00:00:00

  • Data mining of clinical oral health documents for analysis of the longevity of different restorative materials in Finland.

    abstract::Evidence-based dentistry has shown that different restorative materials have different survival times. Our primary hypothesis is that this should be revealed from normal dental records by the use of data mining technique and a practice-based dentistry approach analysed in a scientifically sound way. Dental records fro...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2009.04.004

    authors: Käkilehto T,Salo S,Larmas M

    更新日期:2009-12-01 00:00:00

  • Policy for cryptography in healthcare--a view from the NHS.

    abstract::Effective security arrangements, which both protect and assure those information assets of healthcare providers, doctors and patients, are fundamental requirements in a modern electronic healthcare culture. At the heart of healthcare information systems in future will be those infrastructure components and services, w...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/s1386-5056(00)00109-x

    authors: Donaldson A

    更新日期:2000-11-01 00:00:00

  • Using ontologies for structuring organizational knowledge in Home Care assistance.

    abstract:PURPOSE:Information Technologies and Knowledge-based Systems can significantly improve the management of complex distributed health systems, where supporting multidisciplinarity is crucial and communication and synchronization between the different professionals and tasks becomes essential. This work proposes the use o...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2010.01.012

    authors: Valls A,Gibert K,Sánchez D,Batet M

    更新日期:2010-05-01 00:00:00

  • Feasibility of 30-day hospital readmission prediction modeling based on health information exchange data.

    abstract:INTRODUCTION:Unplanned 30-day hospital readmission account for roughly $17 billion in annual Medicare spending. Many factors contribute to unplanned hospital readmissions and multiple models have been developed over the years to predict them. Most researchers have used insurance claims or administrative data to train a...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章,meta分析,多中心研究

    doi:10.1016/j.ijmedinf.2015.09.003

    authors: Swain MJ,Kharrazi H

    更新日期:2015-12-01 00:00:00

  • Complexity and the science of implementation in health IT--knowledge gaps and future visions.

    abstract:OBJECTIVES:The intent of this paper is in the examination of health IT implementation processes - the barriers to and facilitators of successful implementation, identification of a beginning set of implementation best practices, the identification of gaps in the health IT implementation body of knowledge, and recommend...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2013.10.009

    authors: Abbott PA,Foster J,Marin Hde F,Dykes PC

    更新日期:2014-07-01 00:00:00

  • Detection and characterization of usability problems in structured data entry interfaces in dentistry.

    abstract:BACKGROUND:Poor usability is one of the major barriers for optimally using electronic health records (EHRs). Dentists are increasingly adopting EHRs, and are using structured data entry interfaces to enter data such that the data can be easily retrieved and exchanged. Until recently, dentists have lacked a standardized...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2012.05.018

    authors: Walji MF,Kalenderian E,Tran D,Kookal KK,Nguyen V,Tokede O,White JM,Vaderhobli R,Ramoni R,Stark PC,Kimmes NS,Schoonheim-Klein ME,Patel VL

    更新日期:2013-02-01 00:00:00

  • Characterizing vaping posts on Instagram by using unsupervised machine learning.

    abstract::Electronic cigarettes (e-cigarettes) usage has surged substantially across the globe, particularly among adolescents and young adults. The ever-increasing prevalence of social media makes it highly convenient to access and engage with content on numerous substances, including e-cigarettes. A comprehensive dataset of 5...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2020.104223

    authors: Ketonen V,Malik A

    更新日期:2020-09-01 00:00:00

  • The anaesthesia critical incident reporting system: an experience based database.

    abstract::To date there have been fewer than a dozen studies on the nature of, and contributory factors in, critical incidents (CI) in anaesthesia. The first of these, by Cooper and colleagues, showed that the vast majority of their CI involved human error [1]. Most recently, the on-going Australian Incident Monitoring Study (A...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/s1386-5056(97)00087-7

    authors: Staender S,Davies J,Helmreich B,Sexton B,Kaufmann M

    更新日期:1997-11-01 00:00:00

  • Inferred joint multigram models for medical term normalization according to ICD.

    abstract:BACKGROUND:Electronic Health Records (EHRs) are written using spontaneous natural language. Often, terms do not match standard terminology like the one available through the International Classification of Diseases (ICD). OBJECTIVE:Information retrieval and exchange can be improved using standard terminology. Our aim ...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2017.12.007

    authors: Pérez A,Atutxa A,Casillas A,Gojenola K,Sellart Á

    更新日期:2018-02-01 00:00:00

  • Integration of a blood pressure controller and an infusion toolbox system using client-server technology.

    abstract::This paper shortly describes an Infusion Toolbox and a blood pressure (BP) control application. It explains how we applied an agent model and client-server technology to integrate them. We show that by using this framework and object oriented technologies the necessary changes to the existing applications are reduced....

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/s1386-5056(98)00093-8

    authors: Meijers RH,Coussaert EJ,Cantraine FR

    更新日期:1998-05-01 00:00:00

  • Quality of service provision assessment in the healthcare information and telecommunications infrastructures.

    abstract::The continuous increase in the complexity and the heterogeneity of corporate and healthcare telecommunications infrastructures will require new assessment methods of quality of service (QoS) provision that are capable of addressing all engineering and social issues with much faster speeds. Speed and accessibility to a...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2005.07.019

    authors: Babulak E

    更新日期:2006-03-01 00:00:00

  • Teaching clinical reasoning and decision-making skills to nursing students: Design, development, and usability evaluation of a serious game.

    abstract:BACKGROUND:Serious games (SGs) are a type of simulation technology that may provide nursing students with the opportunity to practice their clinical reasoning and decision-making skills in a safe and authentic environment. Despite the growing number of SGs developed for healthcare professionals, few SGs are video based...

    journal_title:International journal of medical informatics

    pub_type: 杂志文章

    doi:10.1016/j.ijmedinf.2016.06.014

    authors: Johnsen HM,Fossum M,Vivekananda-Schmidt P,Fruhling A,Slettebø Å

    更新日期:2016-10-01 00:00:00