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Statistics in Medicine, ISSN 0277-6715, 10/2019, Volume 38, Issue 23, pp. 4574 - 4582
Feature selection is an important initial step of exploratory analysis in biomedical studies. Its main objective is to eliminate the covariates that are... 
elastic Lasso | high dimensional regression | decomposition | Lasso | feature selection | MEDICINE, RESEARCH & EXPERIMENTAL | MEDICAL INFORMATICS | UNIPOLAR | STATISTICS & PROBABILITY | PROLACTIN | VARIABLE SELECTION | PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH | GENE | SHRINKAGE | MATHEMATICAL & COMPUTATIONAL BIOLOGY | REGULARIZATION
Journal Article
Statistics in Medicine, ISSN 0277-6715, 11/2012, Volume 31, Issue 25, pp. 2985 - 2997
Journal Article
Statistics in Medicine, ISSN 0277-6715, 02/2019, Volume 38, Issue 4, pp. 601 - 612
Journal Article
Statistics in Medicine, ISSN 0277-6715, 02/2019, Volume 38, Issue 4, pp. 695 - 701
Biostatisticians play an important role in medical research. They are co‐responsible for an appropriate and efficient study design, they are involved in... 
soft skills | competencies | biometrician | expertise | biostatistician | MEDICINE, RESEARCH & EXPERIMENTAL | METAANALYSIS | MEDICAL INFORMATICS | STATISTICS | STATISTICS & PROBABILITY | PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH | MATHEMATICAL & COMPUTATIONAL BIOLOGY | REPRODUCIBLE RESEARCH | PHARMACEUTICAL-INDUSTRY
Journal Article
Journal Article
Journal of the American College of Cardiology, ISSN 0735-1097, 04/2014, Volume 63, Issue 12, pp. 1182 - 1189
Journal Article
Statistics in Medicine, ISSN 0277-6715, 02/2019, Volume 38, Issue 4, pp. 501 - 511
Journal Article
Statistics in Medicine, ISSN 0277-6715, 02/2019, Volume 38, Issue 4, pp. 512 - 529
Journal Article
Statistics in Medicine, ISSN 0277-6715, 02/2019, Volume 38, Issue 4, pp. 660 - 673
Journal Article
Statistics in Medicine, ISSN 0277-6715, 02/2019, Volume 38, Issue 4, pp. 650 - 659
Journal Article
Statistica Sinica, ISSN 1017-0405, 2020
Journal Article
JACC (Journal of the American College of Cardiology), ISSN 0735-1097, 2017, Volume 69, Issue 11, pp. 2053 - 2053
  Introduction: Peripheral artery disease (PAD) is associated with mortality and high economic burden on health care system. Since PAD remains asymptomatic... 
Cardiovascular | Internal Medicine | Medicine, Experimental | Medical research | Atherosclerosis | Studies | Calcium | Health risk assessment | Coronary vessels
Journal Article
Statistica Sinica, ISSN 1017-0405, 07/2018, Volume 28, Issue 3, pp. 1333 - 1349
Journal Article
Statistics in Medicine, ISSN 0277-6715, 02/2019, Volume 38, Issue 4, pp. 613 - 624
After an overview of the Food and Drugs Administration's 2012 draft guidance on enrichment strategies for clinical trials to support drug/biologic approval, we... 
adaptive designs | clinical trials | heterogeneity | MEDICINE, RESEARCH & EXPERIMENTAL | INTRAVENOUS T-PA | MEDICAL INFORMATICS | THROMBECTOMY | REPERFUSION | STATISTICS & PROBABILITY | TIME | ALLOCATION | ENDOVASCULAR THERAPY | PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH | IMAGING EVALUATION | MATHEMATICAL & COMPUTATIONAL BIOLOGY | DIFFUSION | SAMPLE-SIZE | ISCHEMIC-STROKE
Journal Article
Journal of the American College of Cardiology, ISSN 0735-1097, 03/2019, Volume 73, Issue 9, pp. 499 - 499
Journal Article
Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance, ISSN 1097-6647, 07/2018, Volume 20, Issue 1, pp. 53 - 10
Background: Although diabetes mellitus (DM) and insulin resistance associate with adverse cardiac events, the associations of left ventricular (LV) remodeling... 
Glucose tolerance | Heart failure | Metabolic disease | Obesity | Strain | CARDIAC & CARDIOVASCULAR SYSTEMS | HEART-FAILURE | SEX | CARDIAC STRUCTURE | RISK | THERAPY | NORMAL VALUES | GLUCOSE | DYSFUNCTION | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | AGE | Diabetes Mellitus - blood | Predictive Value of Tests | United States - epidemiology | Ventricular Function, Left | Humans | Middle Aged | Male | Asymptomatic Diseases | Torsion, Mechanical | Ventricular Dysfunction, Left - ethnology | Ventricular Remodeling | Aged, 80 and over | Female | Diabetes Mellitus - diagnosis | Myocardial Contraction | Cross-Sectional Studies | Insulin Resistance | Biomarkers - blood | Ventricular Dysfunction, Left - diagnostic imaging | Ventricular Dysfunction, Left - physiopathology | Magnetic Resonance Imaging | Biomechanical Phenomena | Diabetes Mellitus - ethnology | Aged | Hypertrophy, Left Ventricular - physiopathology | Blood Glucose - metabolism | Hypertrophy, Left Ventricular - ethnology | Hypertrophy, Left Ventricular - diagnostic imaging | Type 2 diabetes | Complications and side effects | Hyperglycemia | Usage | Magnetic resonance imaging | Cell death | Atherosclerosis | Insulin resistance | Research | Diagnosis | Risk factors | Heart | Nuclear magnetic resonance--NMR | Cardiomyopathy | Homeostasis | Cardiovascular disease | Glucose | Remodeling | Glucose metabolism | Population | Torsion | Fasting | Diabetes mellitus | Regression analysis | Metabolism | Insulin | Studies | Arteriosclerosis | Resonance | Diabetes | Ventricle | Health risk assessment | Cardiovascular diseases
Journal Article
Journal Article
19.