Big data analytics for preventive medicine

Refining Parkinson’s neurological disorder identification through deep transfer learning

(2019) Amina Naseer et al.   NEURAL COMPUTING & APPLICATIONS

A computer aided analysis scheme for detecting epileptic seizure from EEG data

(2018) Enamul Kabir et al.   International Journal of Computational Intelligence Systems

Sparse Support Matrix Machine

(2018) Qingqing Zheng et al.   PATTERN RECOGNITION

Efficient Brain Tumor Segmentation With Multiscale Two-Pathway-Group Conventional Neural Networks

(2018) Muhammad Imran Razzak et al.   IEEE Journal of Biomedical and Health Informatics

Predicting Renal Failure Progression in Chronic Kidney Disease Using Integrated Intelligent Fuzzy Expert System

(2016) Jamshid Norouzi et al.   Computational and Mathematical Methods in Medicine

Different medical data mining approaches based prediction of ischemic stroke

(2016) Ahmet Kadir Arslan et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Text Message Support for Weight Loss in Patients With Prediabetes: A Randomized Clinical Trial

(2016) Henry H. Fischer et al.   DIABETES CARE

An automated reminder for perioperative glucose regulation improves protocol compliance

(2016) Jorinde A.W. Polderman et al.   DIABETES RESEARCH AND CLINICAL PRACTICE

Design preferences on wearable e-nose systems for diabetes

(2016) Helen S. Koo et al.   International Journal of Clothing Science and Technology

Design and evaluation of a ubiquitous chest-worn cardiopulmonary monitoring system for healthcare application: a pilot study

(2016) Jiewen Zheng et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Text message-based diabetes self-management support (SMS4BG): study protocol for a randomised controlled trial

(2016) Rosie Dobson et al.   Trials

Efficient leukocyte segmentation and recognition in peripheral blood image

(2016) Syed H. Shirazi et al.   TECHNOLOGY AND HEALTH CARE

A Comparative Evaluation of Unsupervised Anomaly Detection Algorithms for Multivariate Data

(2016) Markus Goldstein et al.   PLoS One

Mobile Health Devices as Tools for Worldwide Cardiovascular Risk Reduction and Disease Management

(2015) John D. Piette et al.   CIRCULATION

Improved principal component analysis for anomaly detection: Application to an emergency department

(2015) Fouzi Harrou et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Exploring factors associated with pressure ulcers: A data mining approach

(2015) Dheeraj Raju et al.   INTERNATIONAL JOURNAL OF NURSING STUDIES

Coronary artery disease risk assessment from unstructured electronic health records using text mining

(2015) Jitendra Jonnagaddala et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Developing a stroke severity index based on administrative data was feasible using data mining techniques

(2015) Sheng-Feng Sung et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

The effect of electronic reminders on risk management among diabetic patients in low resourced settings

(2015) D.N. Adjei et al.   JOURNAL OF DIABETES AND ITS COMPLICATIONS

Diabetes Prevention and Weight Loss with a Fully Automated Behavioral Intervention by Email, Web, and Mobile Phone: A Randomized Controlled Trial Among Persons with Prediabetes

(2015) Gladys Block et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

An intelligent system for predicting and preventing MERS-CoV infection outbreak

(2015) Rajinder Sandhu et al.   JOURNAL OF SUPERCOMPUTING

Estimating the chance of success in IVF treatment using a ranking algorithm

(2015) H. Altay Güvenir et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Automatic Detection of Malarial Parasite Using Microscopic Blood Images

(2015) Muhammad Imran Razzak et al.   Journal of Medical Imaging and Health Informatics

Identification and Progression of Heart Disease Risk Factors in Diabetic Patients from Longitudinal Electronic Health Records

(2015) Jitendra Jonnagaddala et al.   Biomed Research International

Effectiveness of 6 Months of Tailored Text Message Reminders for Obese Male Participants in a Worksite Weight Loss Program: Randomized Controlled Trial

(2015) Ju-Young Kim et al.   JMIR mHealth and uHealth

Mining Disease Risk Patterns from Nationwide Clinical Databases for the Assessment of Early Rheumatoid Arthritis Risk

(2015) Chu Yu Chin et al.   PLoS One

MINING SURPRISING PATTERNS AND THEIR EXPLANATIONS IN CLINICAL DATA

(2014) Yen-Ting Kuo et al.   APPLIED ARTIFICIAL INTELLIGENCE

Risk factors and prediction of very short term versus short/intermediate term post-stroke mortality: A data mining approach

(2014) Jonathan F. Easton et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Applications of Data Mining Methods in the Integrative Medical Studies of Coronary Heart Disease: Progress and Prospect

(2014) Yan Feng et al.   Evidence-based Complementary and Alternative Medicine

Wearable accelerometry-based technology capable of assessing functional activities in neurological populations in community settings: a systematic review

(2014) Dax Steins et al.   Journal of NeuroEngineering and Rehabilitation

An improved one-class support vector machine classifier for outlier detection

(2014) Wenjuan An et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE

PSO-Based Support Vector Machine with Cuckoo Search Technique for Clinical Disease Diagnoses

(2014) Xiaoyong Liu et al.   TheScientificWorldJOURNAL

Impact of HbA1c Measurement on Hospital Readmission Rates: Analysis of 70,000 Clinical Database Patient Records

(2014) Beata Strack et al.   Biomed Research International

Big Data Analysis Using Modern Statistical and Machine Learning Methods in Medicine

(2014) Changwon Yoo et al.   International Neurourology Journal

Redundancy in electronic health record corpora: analysis, impact on text mining performance and mitigation strategies

(2013) Raphael Cohen et al.   BMC BIOINFORMATICS

A data mining approach for diagnosis of coronary artery disease

(2013) Roohallah Alizadehsani et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A Bayesian network model for predicting pregnancy after in vitro fertilization

(2013) G. Corani et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Breast cancer diagnosis based on feature extraction using a hybrid of K-means and support vector machine algorithms

(2013) Bichen Zheng et al.   EXPERT SYSTEMS WITH APPLICATIONS

Data mining with big data

(2013) Xindong Wu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

The Effect of an Automated Clinical Reminder on Weight Loss in Primary Care

(2013) J. S. O'Grady et al.   Journal of the American Board of Family Medicine

Position of the Academy of Nutrition and Dietetics: The Role of Nutrition in Health Promotion and Chronic Disease Prevention

(2013) Deborah Leachman Slawson et al.   Journal of the Academy of Nutrition and Dietetics

Predicting seminal quality with artificial intelligence methods

(2012) David Gil et al.   EXPERT SYSTEMS WITH APPLICATIONS

Association rule mining to detect factors which contribute to heart disease in males and females

(2012) Jesmin Nahar et al.   EXPERT SYSTEMS WITH APPLICATIONS

A review of wearable sensors and systems with application in rehabilitation

(2012) Shyamal Patel et al.   Journal of NeuroEngineering and Rehabilitation

The assessment of data mining for the prediction of therapeutic outcome in 3719 Egyptian patients with chronic hepatitis C

(2012) Naglaa Zayed et al.   Clinics and Research in Hepatology and Gastroenterology

Evolutionary multi objective optimization for rule mining: a review

(2011) Sujatha Srinivasan et al.   ARTIFICIAL INTELLIGENCE REVIEW

A predictive model for cerebrovascular disease using data mining

(2011) Duen-Yian Yeh et al.   EXPERT SYSTEMS WITH APPLICATIONS

A New Data Mining Scheme Using Artificial Neural Networks

(2011) S. M. Kamruzzaman et al.   SENSORS

Artificial Intelligence in IVF: A Need

(2011) Charalampos Siristatidis et al.   Systems Biology in Reproductive Medicine

Automated electronic reminders to facilitate primary cardiovascular disease prevention: randomised controlled trial

(2010) Tim A Holt et al.   BRITISH JOURNAL OF GENERAL PRACTICE

Using data mining techniques to predict hospitalization of hemodialysis patients

(2010) Jinn-Yi Yeh et al.   DECISION SUPPORT SYSTEMS

Assessment of the Risk Factors of Coronary Heart Events Based on Data Mining With Decision Trees

(2010) Minas A Karaolis et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Quantifying clinical narrative redundancy in an electronic health record

(2010) J. O Wrenn et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Anomaly detection

(2009) Varun Chandola et al.   ACM COMPUTING SURVEYS

Mobile phone text messaging to promote healthy behaviors and weight loss maintenance: a feasibility study

(2009) Ben S. Gerber et al.   Health Informatics Journal

Wearable and Mobile System to Manage Remotely Heart Failure

(2009) E. Villalba et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

The Public Health Approach to Eliminating Disparities in Health

(2008) David Satcher et al.   AMERICAN JOURNAL OF PUBLIC HEALTH

Preventing Heart Disease in the 21st Century

(2008) Henry C. McGill et al.   CIRCULATION

Application of irregular and unbalanced data to predict diabetic nephropathy using visualization and feature selection methods

(2007) Baek Hwan Cho et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE