Article Information  
Markov Logic Based Inference Engine for CDSS

Keywords: Clinical Decision Support System, First Order Logic, Markov Logic, Inference Engine

Mehran University Research Journal of Engineering & Technology

Volume 36 ,  Issue 1


1. Kareem, S., and Bajwa, I.S., "A Virtual Telehealth Framework", IEEE 7th International Conference on Applications in Emerging Technologies, pp. 1-6, September, 2011
2. Kong, G., Xu, D.L., and Yang, J.B., "Clinical Decision Support Systems", International Journal of Computational Intelligence Systems, Volume 1, No. 2, pp. 159-167,2008.
3. Johnson, M.P., Zheng, K., and Padman, R., "Modeling the Longitudinality of User Acceptance of Technology with an Evidence-adaptive Clinical Decision Support System", Decision Support Systems, Volume 57, No. 1, pp. 444-453, January, 2014.
4. Lu, J., Wu, D., Mao, M., Wang, W., and Zhang, G. "Recommender System Application Developments: A Survey", Decision Support Systems, Volume 74, No. 1, pp. 12-32, June, 2015.
5. Kersting, K., and De Raedt, L., "Towards Combining Inductive Logic Programming with Bayesian Networks", Inductive Logic Programming, pp. 118-131, 2001.
6. Chambers, N., and Jurafsky, D., "Jointly Combining Implicit Constraints Improves Temporal Ordering", Conference on Empirical Methods in Natural Language Processing, pp. 698-706, October, 2008.
7. Poon, H., and Domingos, P., "Joint Unsupervised Co-Reference Resolution with Markov Logic", Conference on Empirical Methods in Natural Language Processing, pp. 650-659, October, 2008.
8. Musen, M.A., Middleton, B., and Greenes, R.A., "Clinical Decision-Support Systems", Biomedical Informatics, pp. 643-674, Springer London, 2014
9. Addington, J., Shah, H., Liu, L., and Addington, D., "Reliability and Validity of the Calgary Depression Scale for Schizophrenia (CDSS) in Youth at Clinical High Risk for Psychosis", Schizophrenia Research, Volume 153, No. 1, pp. 64-67, 2014
10. Dietterich, T.G., and Bao, X., "Integrating Multiple Learning Components through Markov Logic", AAAI, pp. 622-627, July, 2008.
11. Kok, S., and Domingos, P., "Statistical Predicate Invention", 24th International Conference on Machine Learning, pp. 433-440, June, 2007
12. Lowd, D., and Domingos, P., "Efficient Weight Learning for Markov Logic Networks", Knowledge Discovery in Databases, pp. 200-211, 2007.
13. Badarau, G., Badarau, V., Ionita, I., and Stefan, M., "Diagnosis Method and Evaluation of the Metalic Materials Choice", Buletinul IPI Fasc. 1, Tom LI(LV), pp. 83-88, 2005.
14. Martínez-Pérez, B., dela Torre-Díez, I., López- Coronado, M., Sainz-de-Abajo, B., Robles, M., and García-Gómez, J.M., "Mobile Clinical Decision Support Systems and Applications: A Literature and Commercial Review", Journal of Medical Systems, Volume 38, No. 1, pp. 1-10, 2014.
15. Gupta, A., Raja, A.S., and Khorasani, R. "Examining Clinical Decision Support Integrity: is Clinician Self- Reported Data Entry Accurate?", Journal of the American Medical Informatics Association, Volume 2, No. 1, pp. 23-26, 2014.
16. Imler, T.D., Morea, J., and Imperiale, T.F., "Clinical Decision Support with Natural Language Processing Facilitates Determination of Colonoscopy Surveillance Intervals", Clinical Gastroenterology and Hepatology, Volume 12, No. 7, pp. 1130-1136, 2014.
17. Brunette, M.F., Ferron, J.C., McHugo, G.J., Davis, K.E., Devitt, T.S., Wilkness, S.M., and Drake, R.E., "An Electronic Decision Support System to Motivate People with Severe Mental Illnesses to Quit Smoking", Psychiatric Services, 2014.
18. Bountris, P., Kotronoulas, G., Tagaris, T., Haritou, M., Spathis, A., Karakitsos, P., and Koutsouris, D., "CxCaDSS: A Web-Based Clinical Decision Support System for Cervical Cancer", 6th European International Conference on International Federation for Medical and Biological Engineering, pp. 757-760, January, 2015.
19. Yin, Z., Min, L., Lu, X., and Duan, H., "A Clinical Decision Support System for Primary Headache Disorder Based on Hybrid Intelligent Reasoning", Biomedical Engineering and Informatics, pp. 683-687, October, 2014.
20. Marcum, J.A. "An Integrated Model of Clinical Reasoning: Dual Process Theory of Cognition and Metacognition", Journal of Evaluation in Clinical Practice, Volume 18, No. 5, pp. 954-961, 2012.