| scholarly article | Q13442814 |
| P8978 | DBLP publication ID | journals/nca/RazzakIX20 |
| P6179 | Dimensions Publication ID | 1112829603 |
| P356 | DOI | 10.1007/S00521-019-04095-Y |
| P932 | PMC publication ID | 7088441 |
| P698 | PubMed publication ID | 32205918 |
| P50 | author | Muhammad Imran | Q90607258 |
| P2093 | author name string | Guandong Xu | |
| Muhammad Imran Razzak | |||
| P2860 | cites work | On the Seasonal Occurrence and Abundance of the Zika Virus Vector Mosquito Aedes Aegypti in the Contiguous United States | Q24083093 |
| Applications of data mining methods in the integrative medical studies of coronary heart disease: progress and prospect | Q27023622 | ||
| PhysioBank, PhysioToolkit, and PhysioNet : Components of a New Research Resource for Complex Physiologic Signals | Q28020278 | ||
| Estimating the support of a high-dimensional distribution | Q28204995 | ||
| Exploiting nonlinear recurrence and fractal scaling properties for voice disorder detection | Q28307631 | ||
| Biology of Parkinson's disease: pathogenesis and pathophysiology of a multisystem neurodegenerative disorder | Q28392275 | ||
| Identification and Progression of Heart Disease Risk Factors in Diabetic Patients from Longitudinal Electronic Health Records | Q28607907 | ||
| Big data analytics in healthcare: promise and potential | Q28649383 | ||
| The Cardiovascular Health Study: design and rationale | Q29614874 | ||
| A review of wearable sensors and systems with application in rehabilitation | Q30467475 | ||
| The assessment of data mining for the prediction of therapeutic outcome in 3719 Egyptian patients with chronic hepatitis C. | Q30577014 | ||
| Wearable accelerometry-based technology capable of assessing functional activities in neurological populations in community settings: a systematic review. | Q30577428 | ||
| A data mining approach for diagnosis of coronary artery disease | Q30608440 | ||
| Diagnosis of coronary arteries stenosis using data mining | Q30635474 | ||
| Discovery of association rules in medical data | Q30661725 | ||
| Data mining a diabetic data warehouse | Q30724127 | ||
| Seminal quality prediction using data mining methods | Q30829076 | ||
| Big data analysis using modern statistical and machine learning methods in medicine | Q30834684 | ||
| Mobile Health Devices as Tools for Worldwide Cardiovascular Risk Reduction and Disease Management | Q30834941 | ||
| Exploring factors associated with pressure ulcers: a data mining approach | Q30847830 | ||
| Risk factors and prediction of very short term versus short/intermediate term post-stroke mortality: a data mining approach. | Q30859091 | ||
| Diagnosing Coronary Artery Disease via Data Mining Algorithms by Considering Laboratory and Echocardiography Features | Q30874774 | ||
| Developing a stroke severity index based on administrative data was feasible using data mining techniques | Q30896527 | ||
| The application of data mining techniques to oral cancer prognosis. | Q30913686 | ||
| Predicting survival time for kidney dialysis patients: a data mining approach | Q30984228 | ||
| Mining SARS-CoV protease cleavage data using non-orthogonal decision trees: a novel method for decisive template selection | Q30986002 | ||
| Data-Mining-Based Coronary Heart Disease Risk Prediction Model Using Fuzzy Logic and Decision Tree | Q30987672 | ||
| Prediction of blood glucose level of type 1 diabetics using response surface methodology and data mining | Q31057356 | ||
| A Comparative Evaluation of Unsupervised Anomaly Detection Algorithms for Multivariate Data | Q31080856 | ||
| Different medical data mining approaches based prediction of ischemic stroke | Q31099001 | ||
| Application of irregular and unbalanced data to predict diabetic nephropathy using visualization and feature selection methods | Q31136057 | ||
| 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. | Q33445570 | ||
| Design and evaluation of a ubiquitous chest-worn cardiopulmonary monitoring system for healthcare application: a pilot study | Q33448714 | ||
| Assessment of the risk factors of coronary heart events based on data mining with decision trees | Q33523650 | ||
| Data mining technologies for blood glucose and diabetes management. | Q33530414 | ||
| Temporal data mining for the assessment of the costs related to diabetes mellitus pharmacological treatment. | Q33547379 | ||
| Automated electronic reminders to facilitate primary cardiovascular disease prevention: randomised controlled trial | Q33753214 | ||
| A fast learning algorithm for deep belief nets | Q33996665 | ||
| A new data mining scheme using artificial neural networks | Q34098696 | ||
| Quantifying clinical narrative redundancy in an electronic health record | Q34371588 | ||
| Redundancy in electronic health record corpora: analysis, impact on text mining performance and mitigation strategies | Q34549552 | ||
| Preventing heart disease in the 21st century: implications of the Pathobiological Determinants of Atherosclerosis in Youth (PDAY) study | Q34757807 | ||
| Health behavior models in the age of mobile interventions: are our theories up to the task? | Q35126122 | ||
| Effectiveness of 6 months of tailored text message reminders for obese male participants in a worksite weight loss program: randomized controlled trial. | Q35127518 | ||
| Mining disease risk patterns from nationwide clinical databases for the assessment of early rheumatoid arthritis risk | Q35393861 | ||
| Evaluating measures of redundancy in clinical texts | Q35625229 | ||
| Efficient leukocyte segmentation and recognition in peripheral blood image | Q35911809 | ||
| Discovering Diabetes Complications: an Ontology Based Model | Q36484957 | ||
| A healthcare utilization analysis framework for hot spotting and contextual anomaly detection | Q36519438 | ||
| Predicting Renal Failure Progression in Chronic Kidney Disease Using Integrated Intelligent Fuzzy Expert System | Q36582612 | ||
| Estimating the chance of success in IVF treatment using a ranking algorithm | Q36621648 | ||
| Advances in the treatment of Parkinson's disease | Q36720216 | ||
| Text message-based diabetes self-management support (SMS4BG): study protocol for a randomised controlled trial. | Q36759923 | ||
| Enhancement of Self-Monitoring in a Web-Based Weight Loss Program by Extra Individualized Feedback and Reminders: Randomized Trial | Q36840827 | ||
| Evidence-based anomaly detection in clinical domains | Q37128773 | ||
| Coronary artery disease risk assessment from unstructured electronic health records using text mining. | Q37175869 | ||
| Mobile phone text messaging to promote healthy behaviors and weight loss maintenance: a feasibility study. | Q37315199 | ||
| Impact of HbA1c measurement on hospital readmission rates: analysis of 70,000 clinical database patient records. | Q37718128 | ||
| Artificial intelligence in IVF: a need | Q37849753 | ||
| Predicting IVF Outcome: A Proposed Web-based System Using Artificial Intelligence | Q39629065 | ||
| A statistical approach for detecting deviations from usual medical care. | Q39856641 | ||
| A Generalized Mixture Framework for Multi-label Classification | Q40268370 | ||
| The effect of electronic reminders on risk management among diabetic patients in low resourced settings | Q40888282 | ||
| Conditional outlier detection for clinical alerting | Q41853758 | ||
| Smartwatch's Application Algorithm to Prevent Sudden Death and Brain Damage in Hypoglycemic Coma | Q42390682 | ||
| A Bayesian network model for predicting pregnancy after in vitro fertilization | Q44003875 | ||
| Position of the Academy of Nutrition and Dietetics: The Role of Nutrition in Health Promotion and Chronic Disease Prevention | Q44006323 | ||
| Discovering Medical Knowledge using Association Rule Mining in Young Adults with Acute Myocardial Infarction | Q44077418 | ||
| Clinical experiment to assess effectiveness of virtual reality teen smoking cessation program | Q44105279 | ||
| The effect of an automated clinical reminder on weight loss in primary care. | Q44379111 | ||
| Mining Association Rules between Abnormal Health Examination Results and Outpatient Medical Records | Q45399628 | ||
| Text Message Support for Weight Loss in Patients With Prediabetes: A Randomized Clinical Trial | Q47326610 | ||
| Evaluation of the beat-to-beat detection accuracy of PulseOn wearable optical heart rate monitor | Q47901907 | ||
| The application of neural networks in predicting the outcome of in- vitro fertilization | Q48955603 | ||
| Evaluation of rule interestingness measures in medical knowledge discovery in databases. | Q50913855 | ||
| Semen parameters can be predicted from environmental factors and lifestyle using artificial intelligence methods. | Q51251354 | ||
| PSO-based support vector machine with cuckoo search technique for clinical disease diagnoses. | Q55646208 | ||
| An intelligent system for predicting and preventing MERS-CoV infection outbreak | Q56781966 | ||
| Efficient Brain Tumor Segmentation with Multiscale Two-Pathway-Group Conventional Neural Networks | Q57186735 | ||
| Probability of stroke: a risk profile from the Framingham Study | Q57746223 | ||
| Diet, nutrition, and the prevention of chronic diseases. Report of a WHO Study Group | Q68370291 | ||
| The public health approach to eliminating disparities in health | Q80595372 | ||
| Use of a blood glucose monitoring manual to enhance monitoring adherence in adults with diabetes: a randomized controlled trial | Q82984897 | ||
| Distance Metric Learning for Conditional Anomaly Detection | Q84260371 | ||
| Wearable and mobile system to manage remotely heart failure | Q84322463 | ||
| Conditional anomaly detection methods for patient-management alert systems | Q85954975 | ||
| An automated reminder for perioperative glucose regulation improves protocol compliance | Q87706429 | ||
| Multiclass Support Matrix Machines by Maximizing the Inter-Class Margin for Single Trial EEG Classification | Q91507180 | ||
| P921 | main subject | big data | Q858810 |
| preventive medicine | Q1773974 | ||
| P304 | page(s) | 1-35 | |
| P577 | publication date | 2019-03-16 | |
| P1433 | published in | Neural Computing and Applications | Q15758941 |
| P1476 | title | Big data analytics for preventive medicine |
| Q92065929 | Robust Sparse Representation and Multiclass Support Matrix Machines for the Classification of Motor Imagery EEG Signals | cites work | P2860 |
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