Automated Disease Prediction System (ADPS): A User Input-Based Reliable Architecture for Disease Prediction

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dc.contributor.author Hossain, Md. Tahmid
dc.contributor.author Laskar, Md. Tahmid Rahman
dc.date.accessioned 2021-01-29T10:06:44Z
dc.date.available 2021-01-29T10:06:44Z
dc.date.issued 2015-11-15
dc.identifier.uri http://hdl.handle.net/123456789/802
dc.description Supervised by Dr. Abu Raihan Mostofa Kamal, Associate Professor, Department of Computer Science and Engineering, Islamic University of Technology en_US
dc.description.abstract [1] Xiaoyan Wang, Amy Chused, Nomie Elhadad, Carol Friedman, and Marianthi Markatou : “Automated Knowledge Acquisition from Clinical Narrative Reports.” , AMIA 2008 Symposium Proceedings, pp : 783-787. [2] Pew Research center health fact sheet : www.pewinternet.org/fact-sheets/health-fact-sheet. [3] Nicolae Dragu, Fouad Elkhoury, Takunari Ralph and A. Morelli Nicolas di Tada : “Ontology-Based Text Mining for Predicting Disease Outbreaks.” , Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference (FLAIRS 2010) [4] http://edition.cnn.com/2012/05/04/tech/social-media/facebook-lies-privacy [5] R. Tamilarasi and Dr. R. Porkodi: “A Study and Analysis of Disease Prediction Techniques in Data Mining for Healthcare.” , International Journal of Emerging Research in Management and Technology march, 2015. ISSN: 2278-9359 (Volume-4, Issue-3). [6] Kumar Sen, Shamsher Bahadur Patel and Dr. D. P. Shukla : “A Data Mining Technique for Prediction of Coronary Heart Disease Using Neuro-Fuzzy.” , International Journal Of Engineering And Computer Science ISSN 2319-7242 Volume 2 Issue 9 Sept, 2013 , pp : 2663-2671. [7] Subhabrata Mukherjeey, Gerhard Weikumy and Cristian Danescu : People on Drugs: “Credibility of User Statements in Health Communities.” , Proc. of the 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2014. [8] Slav Petrov, Dipanjan Das and Ryan McDonald: “A Universal Part of-Speech Tagset.” , Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC 2012). [9] Subhabrata Mukherjee, Pushpak Bhattacharyya : “ Sentiment Analysis in Twitter with Lightweight Discourse Analysis.” , 24th International Conference on Computational Linguistics 2012. [10] Samaneh mogaddem : “Beyond Sentiment Analysis : Mining Defects and Improvements from Customer Feedback.”, 37th European Conference on IR Research, ECIR 2015, Vienna, Austria, March 29 - April 2, 2015. Proceedings. 38 [11] Patrick Ernst, Cynthia Meng, Amy Siu, Gerhard Weikum : “KnowLife: a Knowledge Graph for Health and Life Sciences.” 30th International Conference on Data Engineering (ICDE), 2014 IEEE, pp : 1254 - 1257. [12] F. Suchanek,G. Weikum : “Knowledge harvesting from text and Web sources.” Conference: IEEE 29thInternational Conference onData Engineering (ICDE), 2013. [13] www.isabelhealthcare.com [Accessed 12/10/2015] [14] www.mayoclinic.org [Accessed 17/10/2015] [15] Saba Bashir, Usman Qamar, Farhan Hassan Khan: “ BagMOOV: A novel ensemble for heart disease prediction bootstrap aggregation with multi-objective optimized voting Received.” [16] www.patient.co.uk [Accessed 11/10/2015] [17] www.symptomchecker.isabelhealthcare.com [Accessed 30/10/2015] [18] Suchanek and Gerhard Weikum: “Knowledge Harvesting from Text and Web Sources. Fabian.” , ISBN: pp : 1250-1253 [19] www.webmd.com [Accessed 22/10/2015] [20] Samaneh Moghaddam, Martin Ester: “The FLDA model for aspect-based opinion mining: addressing the cold start problem.” , 22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013. [21] Samaneh Moghaddam, Martin Ester: “On the design of LDA models for aspect-based opinion mining” , 21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012. [22] Samaneh Moghaddam, Martin Ester: “Aspect-based opinion mining from product reviews.” , The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012. [23] Data Mining Concepts and Techniques, Third Edition: Jiawei Han, University of Illinois at Urbana–Champaign and Micheline Kamber Jian Pei, Simon Fraser University. [24] Mount Adora Hospital & Diagnostic Center, Mirboxtula, Nayashark, Sylhet-3100. [25] www.bettermedicine.com [Accessed 15/10/2015] 39 [26] http://www.kiranreddys.com/articles/clinicaldiagnosissupportsystems.pdf [Accessed 30/10/2015] [27] http://patient.info/forums [Accessed 27/10/2015] [28] Amit X. Garg, MD; Neill K. J. Adhikari, MD; Heather McDonald, MSc; M. Patricia Rosas-Arellano, MD, PhD; P. J. Devereaux, MD; Joseph Beyene, PhD; Justina Sam, BHSc; R. Brian Haynes, MD, PhD: “Effects of Computerized Clinical Decision Support Systems on Practitioner Performance and Patient Outcomes” , JAMA. 2005;293(10):1223-1238. doi:10.1001/jama.293.10.1223. en_US
dc.language.iso en en_US
dc.publisher Department of Computer Science and Engineering, Islamic University of Technology, Gazipur, Bangladesh en_US
dc.title Automated Disease Prediction System (ADPS): A User Input-Based Reliable Architecture for Disease Prediction en_US
dc.type Thesis en_US


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