On local anomaly detection and analysis for clinical pathways
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Huilong Duan | Zhengxing Huang | Wei Dong | Lei Ji | Liangying Yin | H. Duan | Zhengxing Huang | W. Dong | L. Ji | L. Yin
[1] M. Schnabel,et al. Improving pathway compliance and clinician performance by using information technology. , 2007, International journal of medical informatics.
[2] Chien-Lung Hsu,et al. Designing an Intelligent Health Monitoring System and Exploring User Acceptance for the Elderly , 2013, Journal of Medical Systems.
[3] Hani Jneid,et al. 2012 ACCF/AHA focused update of the guideline for the management of patients with unstable angina/non-ST-elevation myocardial infarction (updating the 2007 guideline and replacing the 2011 focused update): a report of the American College of Cardiology Foundation/American Heart Association Task Forc , 2012, Journal of the American College of Cardiology.
[4] M. Panella,et al. Reducing clinical variations with clinical pathways: do pathways work? , 2003, International journal for quality in health care : journal of the International Society for Quality in Health Care.
[5] Jacques Wainer,et al. Algorithms for anomaly detection of traces in logs of process aware information systems , 2013, Inf. Syst..
[6] Diogo R. Ferreira,et al. Business process analysis in healthcare environments: A methodology based on process mining , 2012, Inf. Syst..
[7] Wil M. P. van der Aalst,et al. Process Mining and Security: Detecting Anomalous Process Executions and Checking Process Conformance , 2005, WISP@ICATPN.
[8] Dimitrios Gunopulos,et al. Mining Process Models from Workflow Logs , 1998, EDBT.
[9] Huilong Duan,et al. Similarity Measure Between Patient Traces for Clinical Pathway Analysis: Problem, Method, and Applications , 2014, IEEE Journal of Biomedical and Health Informatics.
[10] Keiko Abe,et al. Variance analysis of a clinical pathway of video-assisted single lobectomy for lung cancer , 2009, Surgery Today.
[11] Mario Beyer,et al. IT support for clinical pathways--lessons learned. , 2007, Studies in health technology and informatics.
[12] Mehmet Özger,et al. A predictive tool by fuzzy logic for outcome of patients with intracranial aneurysm , 2010, Expert Syst. Appl..
[13] Boudewijn F. van Dongen,et al. The ProM Framework: A New Era in Process Mining Tool Support , 2005, ICATPN.
[14] Huilong Duan,et al. Latent Treatment Pattern Discovery for Clinical Processes , 2013, Journal of Medical Systems.
[15] Mor Peleg,et al. Computer-interpretable clinical guidelines: A methodological review , 2013, J. Biomed. Informatics.
[16] Jenny Dankelman,et al. Workflow mining and outlier detection from clinical activity logs , 2012, J. Biomed. Informatics.
[17] Stephen Chu,et al. Improving clinical pathway design: lessons learned from a computerised prototype , 1998, Int. J. Medical Informatics.
[18] Manfred Reichert,et al. IT support for healthcare processes - premises, challenges, perspectives , 2007, Data Knowl. Eng..
[19] Jacques Wainer,et al. Anomaly Detection Using Process Mining , 2009, BMMDS/EMMSAD.
[20] Joris van de Klundert,et al. Measuring clinical pathway adherence , 2010, J. Biomed. Informatics.
[21] Enrico W. Coiera,et al. Application of Information Technology: Handheld Computer-based Decision Support Reduces Patient Length of Stay and Antibiotic Prescribing in Critical Care , 2005, J. Am. Medical Informatics Assoc..
[22] Thomas Rotter,et al. Clinical pathways: effects on professional practice, patient outcomes, length of stay and hospital costs. , 2010, The Cochrane database of systematic reviews.
[23] J. Cheah,et al. Development and implementation of a clinical pathway programme in an acute care general hospital in Singapore. , 2000, International journal for quality in health care : journal of the International Society for Quality in Health Care.
[24] Alexander L. Wolf,et al. Discovering models of software processes from event-based data , 1998, TSEM.