Clinical and operational insights from data-driven care pathway mapping: a systematic review
Published 2022 View Full Article
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Title
Clinical and operational insights from data-driven care pathway mapping: a systematic review
Authors
Keywords
-
Journal
BMC Medical Informatics and Decision Making
Volume 22, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2022-02-17
DOI
10.1186/s12911-022-01756-2
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Note: Only part of the references are listed.- PRISMA 2020 explanation and elaboration: updated guidance and exemplars for reporting systematic reviews
- (2021) Matthew J Page et al. BMJ-British Medical Journal
- Optimization of Diagnosis and Treatment of Chronic Diseases Based on Association Analysis Under the Background of Regional Integration
- (2019) Kaijian Xia et al. JOURNAL OF MEDICAL SYSTEMS
- Performance Analysis of Emergency Room Episodes Through Process Mining
- (2019) Eric Rojas et al. International Journal of Environmental Research and Public Health
- Toward Value-Based Healthcare through Interactive Process Mining in Emergency Rooms: The Stroke Case
- (2019) Gema Ibanez-Sanchez et al. International Journal of Environmental Research and Public Health
- Mining Typical Treatment Duration Patterns for Rational Drug Use from Electronic Medical Records
- (2019) Jingfeng Chen et al. Journal of Systems Science and Systems Engineering
- A data-driven methodology for supporting resource planning of health services
- (2019) Alessandro Stefanini et al. SOCIO-ECONOMIC PLANNING SCIENCES
- Sequential Pattern Mining of Longitudinal Adverse Events After Left Ventricular Assist Device Implant
- (2019) Faezeh Movahedi et al. IEEE Journal of Biomedical and Health Informatics
- A two-step approach for mining patient treatment pathways in administrative healthcare databases
- (2018) Ahmed Najjar et al. ARTIFICIAL INTELLIGENCE IN MEDICINE
- Optimal Process Mining for Large and Complex Event Logs
- (2018) Martin Prodel et al. IEEE Transactions on Automation Science and Engineering
- Discovering role interaction models in the Emergency Room using Process Mining
- (2018) Camilo Alvarez et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Simulation of patient flow in multiple healthcare units using process and data mining techniques for model identification
- (2018) Sergey V. Kovalchuk et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Clinical information extraction applications: A literature review
- (2018) Yanshan Wang et al. JOURNAL OF BIOMEDICAL INFORMATICS
- A data-driven framework of typical treatment process extraction and evaluation
- (2018) Jingfeng Chen et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Which Complex Patients Should Be Referred for Intensive Care Management? A Mixed-Methods Analysis
- (2018) Maria E. Garcia et al. JOURNAL OF GENERAL INTERNAL MEDICINE
- Multidisciplinary Collaboration in the Treatment of Patients With Type 2 Diabetes in Primary Care: Analysis Using Process Mining
- (2018) Tania Conca et al. JOURNAL OF MEDICAL INTERNET RESEARCH
- Systematic Mapping of Process Mining Studies in Healthcare
- (2018) Tugba Gurgen Erdogan et al. IEEE Access
- Mapping the Flow of Pediatric Trauma Patients Using Process Mining
- (2018) Ashimiyu Durojaiye et al. Applied Clinical Informatics
- Can process mining automatically describe care pathways of patients with long-term conditions in UK primary care? A study protocol
- (2018) Ian Litchfield et al. BMJ Open
- Applying sequence clustering techniques to explore practice-based ambulatory care pathways in insurance claims data
- (2017) Verena Vogt et al. EUROPEAN JOURNAL OF PUBLIC HEALTH
- A visual approach of care pathways from the French nationwide SNDS database - from population to individual records: the ePEPS toolbox
- (2017) André Happe et al. FUNDAMENTAL & CLINICAL PHARMACOLOGY
- Process mining routinely collected electronic health records to define real-life clinical pathways during chemotherapy
- (2017) Karl Baker et al. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
- Temporal electronic phenotyping by mining careflows of breast cancer patients
- (2017) A. Dagliati et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Computer technologies to integrate medical treatments to manage multimorbidity
- (2017) David Riaño et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Analysis of free text in electronic health records for identification of cancer patient trajectories
- (2017) Kasper Jensen et al. Scientific Reports
- Applying clinical guidelines in general practice: a qualitative study of potential complications
- (2016) Bjarne Austad et al. BMC Family Practice
- Predictive monitoring of clinical pathways
- (2016) Zhengxing Huang et al. EXPERT SYSTEMS WITH APPLICATIONS
- Conformance checking and performance improvement in scheduled processes: A queueing-network perspective
- (2016) Arik Senderovich et al. INFORMATION SYSTEMS
- Assessment of hospital processes using a process mining technique: Outpatient process analysis at a tertiary hospital
- (2016) Sooyoung Yoo et al. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
- Process mining in healthcare: A literature review
- (2016) Eric Rojas et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Hierarchical Bayesian nonparametric models for knowledge discovery from electronic medical records
- (2016) Cheng Li et al. KNOWLEDGE-BASED SYSTEMS
- NETIMIS: Dynamic Simulation of Health Economics Outcomes Using Big Data
- (2016) Owen A. Johnson et al. PHARMACOECONOMICS
- A richly interactive exploratory data analysis and visualization tool using electronic medical records
- (2015) Chih-Wei Huang et al. BMC Medical Informatics and Decision Making
- On Clinical Pathway Discovery from Electronic Health Record Data
- (2015) Yiye Zhang et al. IEEE INTELLIGENT SYSTEMS
- Characterizing workflow for pediatric asthma patients in emergency departments using electronic health records
- (2015) Mustafa Ozkaynak et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data
- (2015) Yiye Zhang et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Predicting treatment process steps from events
- (2015) Jens Meier et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Mining and exploring care pathways from electronic medical records with visual analytics
- (2015) Adam Perer et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Understanding variations in pediatric asthma care processes in the emergency department using visual analytics
- (2015) Rahul C. Basole et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- The journal coverage of Web of Science and Scopus: a comparative analysis
- (2015) Philippe Mongeon et al. SCIENTOMETRICS
- Process Mining Methodology for Health Process Tracking Using Real-Time Indoor Location Systems
- (2015) Carlos Fernandez-Llatas et al. SENSORS
- Developing a Semantic Web Model for Medical Differential Diagnosis Recommendation
- (2014) Osama Mohammed et al. JOURNAL OF MEDICAL SYSTEMS
- Classification of hospital pathways in the management of cancer: Application to lung cancer in the region of burgundy
- (2013) G. Nuemi et al. Cancer Epidemiology
- Length of stay prediction for clinical treatment process using temporal similarity
- (2013) Zhengxing Huang et al. EXPERT SYSTEMS WITH APPLICATIONS
- Discovery of clinical pathway patterns from event logs using probabilistic topic models
- (2013) Zhengxing Huang et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Effect of a Checklist on Advanced Trauma Life Support Workflow Deviations during Trauma Resuscitations without Pre-Arrival Notification
- (2013) Deirdre C. Kelleher et al. JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS
- Workflow mining and outlier detection from clinical activity logs
- (2012) L. Bouarfa et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Evidence-Based Medicine Versus Personalized Medicine
- (2012) Jose de Leon JOURNAL OF CLINICAL PSYCHOPHARMACOLOGY
- Multimorbidity: redesigning health care for people who use it
- (2012) Chris Salisbury LANCET
- Surgical Workflow Management Schemata for Cataract Procedures
- (2012) T. Neumuth et al. METHODS OF INFORMATION IN MEDICINE
- Have We Drawn the Wrong Conclusions About the Value of Care Pathways? Is a Cochrane Review Appropriate?
- (2011) Kris Vanhaecht et al. EVALUATION & THE HEALTH PROFESSIONS
- Business process analysis in healthcare environments: A methodology based on process mining
- (2011) Álvaro Rebuge et al. INFORMATION SYSTEMS
- Intelligent visualization and exploration of time-oriented data of multiple patients
- (2010) Denis Klimov et al. ARTIFICIAL INTELLIGENCE IN MEDICINE
- Co-morbidity: we need a guideline for each patient not a guideline for each disease
- (2010) M. Dawes FAMILY PRACTICE
- Analysis of surgical intervention populations using generic surgical process models
- (2010) Thomas Neumuth et al. International Journal of Computer Assisted Radiology and Surgery
- Non-homogeneous Markov models for sequential pattern mining of healthcare data
- (2008) L. Garg et al. IMA Journal of Management Mathematics
- Workflow mining for visualization and analysis of surgeries
- (2008) Tobias Blum et al. International Journal of Computer Assisted Radiology and Surgery
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