A Survey of Big Data Issues in Electronic Health Record Analysis

A distributed ensemble approach for mining healthcare data under privacy constraints

(2016) Yan Li et al.   INFORMATION SCIENCES

Dynamic signature verification method based on association of features with similarity measures

(2016) Rafal Doroz et al.   NEUROCOMPUTING

Privacy-Preserving Patient-Centric Clinical Decision Support System on Naïve Bayesian Classification

(2016) Ximeng Liu et al.   IEEE Journal of Biomedical and Health Informatics

Family-Based Obesity Treatment in Children With Disabilities

(2015) Callie L. Brown et al.   Academic Pediatrics

Infection in home health care: Results from national Outcome and Assessment Information Set data

(2015) Jingjing Shang et al.   AMERICAN JOURNAL OF INFECTION CONTROL

Electronic Health Records and Community Health Surveillance of Childhood Obesity

(2015) Tracy L. Flood et al.   AMERICAN JOURNAL OF PREVENTIVE MEDICINE

Evaluating the Performance of the Framingham Diabetes Risk Scoring Model in Canadian Electronic Medical Records

(2015) Morteza Mashayekhi et al.   Canadian Journal of Diabetes

Electronic health records, adoption, quality of care, legal and privacy issues and their implementation in emergency departments

(2015) Ofir Ben-Assuli   HEALTH POLICY

Proximity-Aware Local-Recoding Anonymization with MapReduce for Scalable Big Data Privacy Preservation in Cloud

(2015) Xuyun Zhang et al.   IEEE TRANSACTIONS ON COMPUTERS

Use of electronic health records to ascertain, validate and phenotype acute myocardial infarction: A systematic review and recommendations

(2015) Bruna Rubbo et al.   INTERNATIONAL JOURNAL OF CARDIOLOGY

A MapReduce Approach to Address Big Data Classification Problems Based on the Fusion of Linguistic Fuzzy Rules

(2015) Sara del Río et al.   International Journal of Computational Intelligence Systems

Usability and feasibility of a tablet-based Decision-Support and Integrated Record-keeping (DESIRE) tool in the nurse management of hypertension in rural western Kenya

(2015) Rajesh Vedanthan et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Using electronic health records for clinical research: The case of the EHR4CR project

(2015) Georges De Moor et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Learning vector representation of medical objects via EMR-driven nonnegative restricted Boltzmann machines (eNRBM)

(2015) Truyen Tran et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Secondary use of electronic health records for building cohort studies through top-down information extraction

(2015) Markus Kreuzthaler et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Detecting disease outbreaks using a combined Bayesian network and particle filter approach

(2015) Peter Dawson et al.   JOURNAL OF THEORETICAL BIOLOGY

An integrated framework for securing semi-structured health records

(2015) Flora Amato et al.   KNOWLEDGE-BASED SYSTEMS

Longitudinal study of acculturation and BMI change among Asian American men

(2015) Eva Erber Oakkar et al.   PREVENTIVE MEDICINE

Optimizing the Leveraging of Real-World Data to Improve the Development and Use of Medicines

(2015) Marc L. Berger et al.   VALUE IN HEALTH

Cost-Utility Analyses in Diabetes: A Systematic Review and Implications from Real-World Evidence

(2015) Yue Zhong et al.   VALUE IN HEALTH

Securing Health Information

(2015) A.J. Burns et al.   IT Professional

Initiation of treatment for incident diabetes: Evidence from the electronic health records in an ambulatory care setting

(2015) Sukyung Chung et al.   Primary Care Diabetes

SecourHealth: A Delay-Tolerant Security Framework for Mobile Health Data Collection

(2015) Marcos A. Simplicio et al.   IEEE Journal of Biomedical and Health Informatics

A MapReduce Approach to Address Big Data Classification Problems Based on the Fusion of Linguistic Fuzzy Rules

(2015) Sara del Río et al.   International Journal of Computational Intelligence Systems

The six P’s of the next step in electronic patient records in the Netherlands

(2015) Margreet B Michel-Verkerke et al.   Health Policy and Technology

Assessing surgical site infection risk factors using electronic medical records and text mining

(2014) James D. Michelson et al.   AMERICAN JOURNAL OF INFECTION CONTROL

De-identification of health records using Anonym: Effectiveness and robustness across datasets

(2014) Guido Zuccon et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Current and Future Applications of Natural Language Processing in the Field of Digestive Diseases

(2014) Jason K. Hou et al.   Clinical Gastroenterology and Hepatology

Anonymization of DICOM electronic medical records for radiation therapy

(2014) Wayne Newhauser et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Predictability of pharmaceutical spending in primary health services using Clinical Risk Groups

(2014) David Vivas-Consuelo et al.   HEALTH POLICY

Nonconfidential Patient Types in Emergency Clinical Decision Support

(2014) Mark Chignell et al.   IEEE SECURITY & PRIVACY

Electronic health records implementation: An evaluation of information system impact and contingency factors

(2014) Lemai Nguyen et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

WebBioBank: A new platform for integrating clinical forms and shared neurosignal analyses to support multi-centre studies in Parkinson’s Disease

(2014) Elena Rossi et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Disassociation for electronic health record privacy

(2014) Grigorios Loukides et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Publishing data from electronic health records while preserving privacy: A survey of algorithms

(2014) Aris Gkoulalas-Divanis et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A methodology for interactive mining and visual analysis of clinical event patterns using electronic health record data

(2014) David Gotz et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Prevalence of Heart Failure Signs and Symptoms in a Large Primary Care Population Identified Through the Use of Text and Data Mining of the Electronic Health Record

(2014) Rajakrishnan Vijayakrishnan et al.   JOURNAL OF CARDIAC FAILURE

Saving Lives and Money with Smarter Hospitals: Streaming analytics, other new tech help to balance costs and benefits.

(2014) Leslie Mertz   IEEE Pulse

Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks

(2014) Alberto Fernández et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Information Security in Big Data: Privacy and Data Mining

(2014) Lei Xu et al.   IEEE Access

Using Electronic Health Records to Address Overweight and Obesity

(2013) Heather J. Baer et al.   AMERICAN JOURNAL OF PREVENTIVE MEDICINE

Trust assessment of security for e-health systems

(2013) Şerif Bahtiyar et al.   Electronic Commerce Research and Applications

On the advantages of elastic optical networks for provisioning of cloud computing traffic

(2013) Mirosl Aw Klinkowski et al.   IEEE NETWORK

Identity Management--In Privacy We Trust: Bridging the Trust Gap in eHealth Environments

(2013) Gines Dolera Tormo et al.   IEEE SECURITY & PRIVACY

A Random Decision Tree Framework for Privacy-Preserving Data Mining

(2013) Jaideep Vaidya et al.   IEEE Transactions on Dependable and Secure Computing

Securing m-healthcare social networks: challenges, countermeasures and future directions

(2013) Jun Zhou et al.   IEEE WIRELESS COMMUNICATIONS

Hard and soft security provisioning for computationally weak pervasive computing systems in E-health

(2013) D. Trcek et al.   IEEE WIRELESS COMMUNICATIONS

Bootstrapping a de-identification system for narrative patient records: Cost-performance tradeoffs

(2013) David Hanauer et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Proposal and evaluation of FASDIM, a Fast And Simple De-Identification Method for unstructured free-text clinical records

(2013) Emmanuel Chazard et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Comprehensive Survey on Privacy Preserving Association Rule Mining: Models, Approaches, Techniques and Algorithms

(2013) Ibrahim S. Alwatban et al.   International Journal on Artificial Intelligence Tools

Security and privacy in electronic health records: A systematic literature review

(2013) José Luis Fernández-Alemán et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A Probabilistic Model for Reducing Medication Errors

(2013) Phung Anh Nguyen et al.   PLoS One

Using Body Mass Index Data in the Electronic Health Record to Calculate Cardiovascular Risk

(2012) Beverly B. Green et al.   AMERICAN JOURNAL OF PREVENTIVE MEDICINE

A critical review of cloud computing: researching desires and realities

(2012) Will Venters et al.   JOURNAL OF INFORMATION TECHNOLOGY

On Tensors, Sparsity, and Nonnegative Factorizations

(2012) Eric C. Chi et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Disciplined doctors: The electronic medical record and physicians' changing relationship to medical knowledge

(2012) Adam Reich   SOCIAL SCIENCE & MEDICINE

Closing information gaps with shared electronic patient summaries––How much will it matter?

(2011) Vebjørn Mack Remen et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Learning relational policies from electronic health record access logs

(2011) Bradley Malin et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Tensor Distance Based Multilinear Locality-Preserved Maximum Information Embedding

(2010) Yang Liu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Privacy preservation and information security protection for patients’ portable electronic health records

(2009) Lu-Chou Huang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Tensor Decompositions and Applications

(2009) Tamara G. Kolda et al.   SIAM REVIEW

Nonnegative Matrix and Tensor Factorization [Lecture Notes]

(2008) A. Cichocki et al.   IEEE SIGNAL PROCESSING MAGAZINE

Opportunities for Electronic Health Record Data to Support Business Functions in the Pharmaceutical Industry--A Case Study from Pfizer, Inc.

(2008) D. Kim et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION