A Decision Support System for Therapy Prescription in a Hospital Centre

被引:0
作者
Ruggeri, Armando [1 ]
Fazio, Maria [1 ,2 ]
Galletta, Antonino [1 ]
Celesti, Antonio [1 ]
Villari, Massimo [1 ]
机构
[1] Univ Messina, MIFT Dept, Viale F Stagno DAlcontres 31, I-98166 Messina, Italy
[2] IRCCS Ctr Neurolesi Bonino Pulejo, SS 113, I-98124 Messina, Italy
来源
2020 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC) | 2020年
关键词
Decision Support System DSS; healthcare; workflow; Big Data;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Several cases are reported every year where the prescribed therapy results incompatible with the patient's medical history, leading to worsening of clinical condition or death. Some technologies and processes to prevent this misbehaviour already exist, but a concrete solution is not available in hospitals yet. This paper presents a Decision Support System (DSS) that can be easily integrated into a typical health workflow at hospitals and provides feedback on the possible prescription of drugs at a patient with specific diseases. The DSS is based on a Big Data analysis algorithm able to check drugs and diseases relationships and detect possible failures in drugs prescriptions. We developed a prototype of the proposed solution, implementing the DSS system and setting up the necessary Big Data management tools for the effective adoption of the DSS system. We performed some evaluations to assess the efficacy and the response time of the DSS algorithm.
引用
收藏
页码:898 / 901
页数:4
相关论文
共 50 条
[41]   Big data analysis with MongoDB for decision support system [J].
Heripracoyo S. ;
Kurniawan R. .
Telkomnika (Telecommunication Computing Electronics and Control), 2016, 14 (03) :1083-1089
[42]   Support vector machine and entropy based decision support system for property valuation [J].
Lam, K. C. ;
Yu, C. Y. ;
Lam, C. K. .
JOURNAL OF PROPERTY RESEARCH, 2009, 26 (03) :213-233
[43]   Tablet-based Patient Monitoring and Decision Support Systems in Hospital Care [J].
Baig, Mirza Mansoor ;
GholamHosseini, Hamid ;
Linden, Maria .
2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2015, :1215-1218
[44]   An integrated decision support system for performance assessment and optimization of decision-making units [J].
Azadeh, A. ;
Ghaderi, S. F. ;
Anvari, M. ;
Izadbakhsh, H. R. ;
Rezaee, M. Jahangoshai ;
Raoofi, Z. .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2013, 66 (5-8) :1031-1045
[45]   An integrated decision support system for performance assessment and optimization of decision-making units [J].
A. Azadeh ;
S. F. Ghaderi ;
M. Anvari ;
H. R. Izadbakhsh ;
M. Jahangoshai Rezaee ;
Z. Raoofi .
The International Journal of Advanced Manufacturing Technology, 2013, 66 :1031-1045
[46]   System framework of environment decision support system based on spatial information fusion [J].
Luo, YH ;
Zhang, FZ ;
Chen, XW ;
Sun, M .
IGARSS 2004: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM PROCEEDINGS, VOLS 1-7: SCIENCE FOR SOCIETY: EXPLORING AND MANAGING A CHANGING PLANET, 2004, :4633-4635
[47]   Do Economic Evaluations of Targeted Therapy Provide Support for Decision Makers? [J].
Ferrusi, Ilia L. ;
Leighl, Natasha B. ;
Kulin, Nathalie A. ;
Marshall, Deborah A. .
AMERICAN JOURNAL OF MANAGED CARE, 2011, 17 (05) :SP61-SP70
[48]   Decision support system for the analysis of traffic accident Big Data [J].
El Alaoui El Abdallaoui, Hasna ;
El Fazziki, Abdelaziz ;
Zohra Ennaji, Fatima ;
Sadgal, Mohamed .
2018 14TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (SITIS), 2018, :514-521
[49]   A Decision Support System for the evaluation of the scientific research structures in Tunisia [J].
Esseghir, Hajer ;
Mellouli, Khaled .
2006 INTERNATIONAL CONFERENCE ON SERVICE SYSTEMS AND SERVICE MANAGEMENT, VOLS 1 AND 2, PROCEEDINGS, 2006, :872-877
[50]   An effective clinical decision support system using swarm intelligence [J].
Vanaja Ramaswamy ;
Saswati Mukherjee .
The Journal of Supercomputing, 2020, 76 :6599-6618