A Laboratory Test Expert System for Clinical Diagnosis Support in Primary Health Care

被引:11
作者
Fernandez-Millan, Rodrigo [1 ]
Medina-Merodio, Jose-Amelio [1 ]
Barchino Plata, Roberto [1 ]
Martinez-Herraiz, Jose-Javier [1 ]
Gutierrez-Martinez, Jose-Maria [1 ]
机构
[1] Alcala Univ, Dept Comp Sci, Madrid 28871, Spain
来源
APPLIED SCIENCES-BASEL | 2015年 / 5卷 / 03期
关键词
expert system; rule-based; framework; clinician; primary health care; laboratory test; VECTOR MACHINES; CANCER; KNOWLEDGE; AIRS;
D O I
10.3390/app5030222
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Clinical Decision Support Systems have the potential to reduce lack of communication and errors in diagnostic steps in primary health care. Literature reports have showed great advances in clinical decision support systems in the recent years, which have proven its usefulness in improving the quality of care. However, most of these systems are focused on specific areas of diseases. In this way, we propose a rule-based expert system, which supports clinicians in primary health care, providing a list of possible diseases regarding patient's laboratory tests results in order to assist previous diagnosis. Our system also allows storing and retrieving patient's data and the history of patient's analyses, establishing a basis for coordination between the various health care levels. A validation step and speed performance tests were made to check the quality of the system. We conclude that our system could improve clinician accuracy and speed, resulting in more efficiency and better quality of service. Finally, we propose some recommendations for further research.
引用
收藏
页码:222 / 240
页数:19
相关论文
共 50 条
[41]   Validation of the test Newest Vital Sign Test for measuring health care literacy in Primary Care [J].
Gonzalez-Burboa, Alexis ;
Vera-Calzaretta, Aldo ;
Villaseca-Silva, Patricia ;
Otero-Puime, Angel ;
Sepulveda-Bustamante, Barbara ;
Troncoso-Gutierrez, Fabiola ;
Salazar-Provoste, Omar ;
Rivas-Calabran, Luisa ;
Muller-Ortiz, Hans ;
Carrasco Dajer, Claudia ;
Paez Rovira, Dario .
REVISTA MEDICA DE CHILE, 2023, 151 (03) :321-329
[42]   Rule Management in Clinical Decision Support Expert System for the Alzheimer Disease [J].
Zekri, Firas ;
Bouaziz, Rafik .
KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, KSEM 2016, 2016, 9983 :465-477
[43]   Expert System and Decision Support System for Electrocardiogram Interpretation and Diagnosis: Review, Challenges and Research Directions [J].
Adewole, Kayode S. ;
Mojeed, Hammed A. ;
Ogunmodede, James A. ;
Gabralla, Lubna A. ;
Faruk, Nasir ;
Abdulkarim, Abubakar ;
Ifada, Emmanuel ;
Folawiyo, Yusuf Y. ;
Oloyede, Abdukareem A. ;
Olawoyin, Lukman A. ;
Sikiru, Ismaeel A. ;
Nehemiah, Musa ;
Gital, Abdulsalam Ya'u ;
Chiroma, Haruna .
APPLIED SCIENCES-BASEL, 2022, 12 (23)
[44]   Patient facing decision support system for interpretation of laboratory test results [J].
Kopanitsa, Georgy ;
Semenov, Ilia .
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2018, 18
[45]   Heart failure diagnosis in primary health care: Clinical characteristics of problematic patients. A clinical judgement analysis study [J].
Ylva Skånér ;
Johan Bring ;
Bengt Ullman ;
Lars-Erik Strender .
BMC Family Practice, 4 (1) :1-8
[46]   Development of a Clinical Decision Support System for the Patients of a Laboratory Service [J].
Semenov, Ilya ;
Kopanitsa, Georgy .
EXPLORING COMPLEXITY IN HEALTH: AN INTERDISCIPLINARY SYSTEMS APPROACH, 2016, 228 :90-94
[47]   The Australian Experiment: How Primary Health Care Organizations Supported the Evolution of a Primary Health Care System [J].
Nicholson, Caroline ;
Jackson, Claire L. ;
Marley, John E. ;
Wells, Robert .
JOURNAL OF THE AMERICAN BOARD OF FAMILY MEDICINE, 2012, 25 :S18-S26
[48]   Knowledge and attitudes of patients with diabetes mellitus in a primary health care system [J].
Silva de Oliveira, Kelli Cristina ;
Zanetti, Maria Lucia .
REVISTA DA ESCOLA DE ENFERMAGEM DA USP, 2011, 45 (04) :860-865
[49]   Factors of the Revisit Intention of Patients in the Primary Health Care System in Argentina [J].
Pighin, Massimo ;
Alvarez-Risco, Aldo ;
Del-Aguila-Arcentales, Shyla ;
Rojas-Osorio, Mercedes ;
Yanez, Jaime A. .
SUSTAINABILITY, 2022, 14 (20)
[50]   The praxis of matrix support: Interdisciplinary work in primary health care [J].
Aneas, Tatiana de Vasconcellos .
SALUD COLECTIVA, 2021, 17 :1-14