TY - STD TI - V Andrei, O Arandjelović, in Proc. International Conference of the IEEE Engineering in Medicine and Biology Society. Identification of promising research directions using machine learning aided medical literature analysis, (2016), pp. 2471–2474. ID - ref1 ER - TY - STD TI - V Andrei, O Arandjelović, in Proc. International Joint Conference on Artificial Intelligence Workshop on Big Scholarly Data. Temporal quasi-semantic visualization and exploration of large scientific publication corpora, (2016), pp. 9–15. ID - ref2 ER - TY - JOUR AU - Arandjelović, O. PY - 2012 DA - 2012// TI - Assessing blinding in clinical trials JO - Adv. Neural Inform. Process. Syst VL - 25 ID - Arandjelović2012 ER - TY - JOUR AU - Arandjelović, O. PY - 2012 DA - 2012// TI - A new framework for interpreting the outcomes of imperfectly blinded controlled clinical trials JO - PLOS ONE VL - 7 UR - https://doi.org/10.1371/journal.pone.0048984 DO - 10.1371/journal.pone.0048984 ID - Arandjelović2012 ER - TY - JOUR AU - Arandjelović, O. PY - 2015 DA - 2015// TI - Clinical trial adaptation by matching evidence in complementary patient sub-groups of auxiliary blinding questionnaire responses JO - PLOS ONE VL - 10 UR - https://doi.org/10.1371/journal.pone.0131524 DO - 10.1371/journal.pone.0131524 ID - Arandjelović2015 ER - TY - JOUR AU - Arandjelović, O. PY - 2015 DA - 2015// TI - Discovering hospital admission patterns using models learnt from electronic hospital records JO - Bioinformatics VL - 31 ID - Arandjelović2015 ER - TY - STD TI - O Arandjelović, in Proc. International Conference of the IEEE Engineering in Medicine and Biology Society. Prediction of health outcomes using big (health) data, (2015), pp. 2543–2546. ID - ref7 ER - TY - STD TI - O Arandjelović, in Proc. AAAI Conference on Artificial Intelligence, 3. Sample-targeted clinical trial adaptation, (2015), pp. 1693–1699. ID - ref8 ER - TY - JOUR AU - Arandjelović, O. PY - 2016 DA - 2016// TI - On the discovery of hospital admission patterns—a clarification JO - Bioinformatics VL - 32 UR - https://doi.org/10.1093/bioinformatics/btw049 DO - 10.1093/bioinformatics/btw049 ID - Arandjelović2016 ER - TY - JOUR AU - Berardinelli, W. AU - Cordeiro, J. G. AU - de Albuquerque, D. AU - Couceiro, A. PY - 1953 DA - 1953// TI - A new endocrine-metabolic syndrome probably due to a global hyperfunction of the somatotrophin JO - Acta Endocrinologica VL - 12 ID - Berardinelli1953 ER - TY - JOUR AU - Bessou, A. AU - Guelfucci, F. AU - Aballea, S. AU - Toumi, M. AU - Poole, C. PY - 2015 DA - 2015// TI - Comparison of comorbidity measures to predict economic outcomes in a large UK primary care database JO - Value Health VL - 18 UR - https://doi.org/10.1016/j.jval.2015.09.2565 DO - 10.1016/j.jval.2015.09.2565 ID - Bessou2015 ER - TY - STD TI - A Beykikhoshk, O Arandjelović, D Phung, S Venkatesh, in Proc. Pacific-Asia Conference on Knowledge Discovery and Data Mining, 1. Hierarchical Dirichlet process for tracking complex topical structure evolution and its application to autism research literature, (2015), pp. 550–562. ID - ref12 ER - TY - STD TI - A Beykikhoshk, O Arandjelović, D Phung, S Venkatesh, in Proc. IEEE/ACM International Conference on Advances in Social Network Analysis and Mining. Overcoming data scarcity of Twitter: using tweets as bootstrap with application to autism-related topic content analysis, (2015), pp. 1354–1361. ID - ref13 ER - TY - STD TI - A Beykikhoshk, O Arandjelović, D Phung, S Venkatesh, T Caelli, in Proc. IEEE/ACM International Conference on Advances in Social Network Analysis and Mining. Data-mining Twitter and the autism spectrum disorder: a pilot study, (2014), pp. 349–356. ID - ref14 ER - TY - JOUR AU - Beykikhoshk, A. AU - Arandjelović, O. AU - Phung, D. AU - Venkatesh, S. AU - Caelli, T. PY - 2015 DA - 2015// TI - Using Twitter to learn about the autism community JO - Soc. Netw. Anal. Mining VL - 5 UR - https://doi.org/10.1007/s13278-014-0243-z DO - 10.1007/s13278-014-0243-z ID - Beykikhoshk2015 ER - TY - STD TI - A Beykikhoshk, D Phung, O Arandjelović, S Venkatesh, in Proc. IEEE International Conference on Data Science and Advanced Analytics. Analysing the history of autism spectrum disorder using topic models, (2016). In press. ID - ref16 ER - TY - JOUR AU - Bhatnagar, P. AU - Wickramasinghe, K. AU - Williams, J. AU - Rayner, M. AU - Townsend, N. PY - 2015 DA - 2015// TI - The epidemiology of cardiovascular disease in the UK 2014 JO - Heart VL - 101 UR - https://doi.org/10.1136/heartjnl-2015-307516 DO - 10.1136/heartjnl-2015-307516 ID - Bhatnagar2015 ER - TY - JOUR AU - Birkhead, G. S. AU - Klompas, M. AU - Shah, N. R. PY - 2015 DA - 2015// TI - Uses of electronic health records for public health surveillance to advance public health JO - Ann. Rev. Public Health VL - 36 UR - https://doi.org/10.1146/annurev-publhealth-031914-122747 DO - 10.1146/annurev-publhealth-031914-122747 ID - Birkhead2015 ER - TY - STD TI - D Blei, J Lafferty, Dynamic topic models. Proc. IMLS International Conference on Machine Learning, 113–120 (2006). ID - ref19 ER - TY - JOUR AU - Canavan, C. AU - West, J. AU - Card, T. PY - 2015 DA - 2015// TI - Calculating total health service utilisation and costs from routinely collected electronic health records using the example of patients with irritable bowel syndrome before and after their first gastroenterology appointment JO - PharmacoEconomics VL - 34 UR - https://doi.org/10.1007/s40273-015-0339-y DO - 10.1007/s40273-015-0339-y ID - Canavan2015 ER - TY - JOUR AU - Christensen, B. AU - Ellingsen, G. PY - 2016 DA - 2016// TI - Evaluating model-driven development for large-scale EHRs through the openEHR approach JO - Int. J. Med. Inform VL - 89 UR - https://doi.org/10.1016/j.ijmedinf.2016.02.004 DO - 10.1016/j.ijmedinf.2016.02.004 ID - Christensen2016 ER - TY - JOUR AU - Coloma, P. M. AU - Trifiro, G. AU - Patadia, V. AU - Sturkenboom, M. PY - 2013 DA - 2013// TI - Postmarketing safety surveillance: where does signal detection using electronic healthcare records fit into the big picture? JO - Drug Safety VL - 36 UR - https://doi.org/10.1007/s40264-013-0018-x DO - 10.1007/s40264-013-0018-x ID - Coloma2013 ER - TY - JOUR AU - Crawford, A. G. AU - Cote, C. AU - Couto, J. AU - Daskiran, M. AU - Gunnarsson, C. AU - Haas, K. PY - 2010 DA - 2010// TI - Comparison of GE Centricity electronic medical record database and National Ambulatory Medical Care Survey findings on the prevalence of major conditions in the United States JO - Popul. Health Manag VL - 13 UR - https://doi.org/10.1089/pop.2009.0036 DO - 10.1089/pop.2009.0036 ID - Crawford2010 ER - TY - JOUR AU - Dyson, F. J. PY - 2012 DA - 2012// TI - Is science mostly driven by ideas or by tools? JO - Science VL - 338 UR - https://doi.org/10.1126/science.1232773 DO - 10.1126/science.1232773 ID - Dyson2012 ER - TY - JOUR AU - Ferguson, T. S. PY - 1973 DA - 1973// TI - A Bayesian analysis of some nonparametric problems JO - Ann. Stat VL - 1 UR - https://doi.org/10.1214/aos/1176342360 DO - 10.1214/aos/1176342360 ID - Ferguson1973 ER - TY - JOUR AU - Kanner, L. PY - 1946 DA - 1946// TI - Irrelevant and metaphorical language in early infantile autism JO - Am. J. Psychiat VL - 103 UR - https://doi.org/10.1176/ajp.103.2.242 DO - 10.1176/ajp.103.2.242 ID - Kanner1946 ER - TY - JOUR AU - Kukafka, R. AU - Ancker, J. S. AU - Chan, C. AU - Chelico, J. AU - Khan, S. AU - Mortoti, S. PY - 2007 DA - 2007// TI - Redesigning electronic health record systems to support public health JO - J. Biomed. Inform VL - 40 UR - https://doi.org/10.1016/j.jbi.2007.07.001 DO - 10.1016/j.jbi.2007.07.001 ID - Kukafka2007 ER - TY - JOUR AU - Lau, E. C. AU - Mowat, F. S. AU - Kelsh, M. A. AU - Legg, J. C. AU - Engel-Nitz, N. M. AU - Watson, H. N. PY - 2011 DA - 2011// TI - Use of electronic medical records (EMR) for oncology outcomes research: assessing the comparability of EMR information to patient registry and health claims data JO - Clin. Epidemiol VL - 3 ID - Lau2011 ER - TY - JOUR AU - Liu, M. AU - McPeek Hinz, E. R. AU - Matheny, M. E. AU - Denny, J. C. AU - Schildcrout, J. S. AU - Miller, R. A. PY - 2013 DA - 2013// TI - Comparative analysis of pharmacovigilance methods in the detection of adverse drug reactions using electronic medical records JO - J. Am. Med. Inform. Assoc VL - 20 UR - https://doi.org/10.1136/amiajnl-2012-001119 DO - 10.1136/amiajnl-2012-001119 ID - Liu2013 ER - TY - JOUR AU - Menachemi, N. AU - Collum, T. H. PY - 2011 DA - 2011// TI - Benefits and drawbacks of electronic health record systems JO - Risk Manag. Healthcare Policy VL - 4 UR - https://doi.org/10.2147/RMHP.S12985 DO - 10.2147/RMHP.S12985 ID - Menachemi2011 ER - TY - JOUR AU - Miller, G. A. PY - 1995 DA - 1995// TI - WordNet: a lexical database for English JO - Commun. ACM VL - 38 UR - https://doi.org/10.1145/219717.219748 DO - 10.1145/219717.219748 ID - Miller1995 ER - TY - JOUR AU - Nadkarni, P. M. PY - 2010 DA - 2010// TI - Drug safety surveillance using de-identified emr and claims data: issues and challenges JO - J. Am. Med. Inform. Assoc VL - 17 UR - https://doi.org/10.1136/jamia.2010.008607 DO - 10.1136/jamia.2010.008607 ID - Nadkarni2010 ER - TY - JOUR AU - Neal, R. M. PY - 2000 DA - 2000// TI - Markov chain sampling methods for Dirichlet process mixture models JO - J. Comput. Graph. Stat VL - 9 ID - Neal2000 ER - TY - JOUR AU - Paul, M. M. AU - Greene, C. M. AU - Newton-Dame, R. AU - Thorpe, L. E. AU - Perlman, S. E. AU - McVeigh, K. H. PY - 2015 DA - 2015// TI - The state of population health surveillance using electronic health records: a narrative review JO - Popul. Health Manag VL - 18 UR - https://doi.org/10.1089/pop.2014.0093 DO - 10.1089/pop.2014.0093 ID - Paul2015 ER - TY - JOUR AU - Paul, S. K. AU - Klein, K. AU - Maggs, D. AU - Best, J. PY - 2015 DA - 2015// TI - The association of the treatment with glucagon-like peptide-1 receptor agonist exenatide or insulin with cardiovascular outcomes in patients with type 2 diabetes: a retrospective observational study JO - Cardiovasc. Diabetol VL - 14 UR - https://doi.org/10.1186/s12933-014-0162-3 DO - 10.1186/s12933-014-0162-3 ID - Paul2015 ER - TY - JOUR AU - Paul, S. K. AU - Klein, K. AU - Thorsted, B. L. AU - Wolden, M. L. AU - Khunti, K. PY - 2015 DA - 2015// TI - Delay in treatment intensification increases the risks of cardiovascular events in patients with type 2 diabetes.Cardiovasc JO - Diabetol VL - 14 ID - Paul2015 ER - TY - STD TI - RGI-CGHR Collaborators, Report on the causes of death in India: 2001–2003 (2009). Office of the Registrar General of India. ID - ref37 ER - TY - JOUR AU - Richardson, L. F. PY - 1948 DA - 1948// TI - Variation of the frequency of fatal quarrels with magnitude JO - J. Am. Stat. Assoc VL - 43 UR - https://doi.org/10.1080/01621459.1948.10483278 DO - 10.1080/01621459.1948.10483278 ID - Richardson1948 ER - TY - JOUR AU - Teh, Y. W. AU - Jordan, M. I. AU - Beal, M. J. AU - Blei, D. M. PY - 2006 DA - 2006// TI - Hierarchical Dirichlet processes JO - J. Am. Stat. Assoc VL - 101 UR - https://doi.org/10.1198/016214506000000302 DO - 10.1198/016214506000000302 ID - Teh2006 ER - TY - STD TI - I Vasiljeva, O Arandjelović, in Proc. International Conference on Bioinformatics and Computational Biology. Prediction of future hospital admissions—what is the tradeoff between specificity and accuracy?, (2016), pp. 3–8. ID - ref40 ER - TY - STD TI - I Vasiljeva, O Arandjelović, in Proc. International Conference of the IEEE Engineering in Medicine and Biology Society. Towards sophisticated learning from EHRs: increasing prediction specificity and accuracy using clinically meaningful risk criteria, (2016), pp. 2452–2455. ID - ref41 ER - TY - JOUR AU - Wettermark, B. AU - Zoega, H. AU - Furu, K. AU - Korhonen, M. AU - Hallas, J. AU - Norgaard, M. PY - 2013 DA - 2013// TI - The Nordic prescription databases as a resource for pharmacoepidemiological research—a literature review JO - Pharmacoepidemiol. Drug. Saf VL - 22 UR - https://doi.org/10.1002/pds.3457 DO - 10.1002/pds.3457 ID - Wettermark2013 ER - TY - JOUR AU - Xu, L. AU - Wen, D. AU - Zhang, X. AU - Lei, J. PY - 2016 DA - 2016// TI - Assessing and comparing the usability of Chinese EHRs used in two Peking University hospitals to EHRs used in the US: a method of RUA JO - Int. J. Med. Inform VL - 89 UR - https://doi.org/10.1016/j.ijmedinf.2016.02.008 DO - 10.1016/j.ijmedinf.2016.02.008 ID - Xu2016 ER -