Are Randomized Controlled Trials the (G)old Standard? From Clinical Intelligence to Prescriptive Analytics

Exploring the Potential of Predictive Analytics and Big Data in Emergency Care

(2016) Alexander T. Janke et al.   ANNALS OF EMERGENCY MEDICINE

Predicting drug target interactions using meta-path-based semantic network analysis

(2016) Gang Fu et al.   BMC BIOINFORMATICS

Self-Organizing Map (SOM) and Support Vector Machine (SVM) Models for the Prediction of Human Epidermal Growth Factor Receptor (EGFR/ ErbB-1) Inhibitors

(2016) Yue Kong et al.   COMBINATORIAL CHEMISTRY & HIGH THROUGHPUT SCREENING

Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing

(2016) Florin C. Ghesu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Predicting Occurrence of Spine Surgery Complications Using “Big Data” Modeling of an Administrative Claims Database

(2016) John K. Ratliff et al.   JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME

Analysis and Classification of Stride Patterns Associated with Children Development Using Gait Signal Dynamics Parameters and Ensemble Learning Algorithms

(2016) Meihong Wu et al.   Biomed Research International

Popper and the Omics

(2016) Robert Winkler   Frontiers in Plant Science

Methodological challenges and analytic opportunities for modeling and interpreting Big Healthcare Data

(2016) Ivo D. Dinov   GigaScience

Scalable Predictive Analysis in Critically Ill Patients Using a Visual Open Data Analysis Platform

(2016) Sven Van Poucke et al.   PLoS One

Predicting inpatient hospital payments in the United States: a retrospective analysis

(2015) Mark W. Smith et al.   BMC HEALTH SERVICES RESEARCH

SEEK: a systems biology data and model management platform

(2015) Katherine Wolstencroft et al.   BMC Systems Biology

Ensemble of sparse classifiers for high-dimensional biological data

(2015) Sunghan Kim et al.   International Journal of Data Mining and Bioinformatics

The precision–recall curve overcame the optimism of the receiver operating characteristic curve in rare diseases

(2015) Brice Ozenne et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Perspectives on next steps in classification of oro-facial pain - part 1: role of ontology

(2015) W. Ceusters et al.   JOURNAL OF ORAL REHABILITATION

Using Machine Learning to Examine Medication Adherence Thresholds and Risk of Hospitalization

(2015) Wei-Hsuan Lo-Ciganic et al.   MEDICAL CARE

Ontology application and use at the ENCODE DCC

(2015) Venkat S. Malladi et al.   Database-The Journal of Biological Databases and Curation

A comparison of sampling error and standard error

(2015) Philip Sedgwick   BMJ-British Medical Journal

Obama promises to defend health law and promote "precision medicine"

(2015) M. McCarthy   BMJ-British Medical Journal

A comparison of sampling error and standard error

(2015) Philip Sedgwick   BMJ-British Medical Journal

Obama promises to defend health law and promote "precision medicine"

(2015) M. McCarthy   BMJ-British Medical Journal

A Physiological Time Series Dynamics-Based Approach to Patient Monitoring and Outcome Prediction

(2015) Li-wei H. Lehman et al.   IEEE Journal of Biomedical and Health Informatics

Randomised controlled trials and population-based observational research: partners in the evolution of medical evidence

(2014) C M Booth et al.   BRITISH JOURNAL OF CANCER

A ‘Green Button’ For Using Aggregate Patient Data At The Point Of Care

(2014) Christopher A. Longhurst et al.   HEALTH AFFAIRS

A data-driven approach to optimized medication dosing: a focus on heparin

(2014) Mohammad M. Ghassemi et al.   INTENSIVE CARE MEDICINE

Disease Ontology 2015 update: an expanded and updated database of human diseases for linking biomedical knowledge through disease data

(2014) Warren A. Kibbe et al.   NUCLEIC ACIDS RESEARCH

Effective Automated Feature Construction and Selection for Classification of Biological Sequences

(2014) Uday Kamath et al.   PLoS One

Evidence based medicine: a movement in crisis?

(2014) T. Greenhalgh et al.   BMJ-British Medical Journal

Predictive, Preventive and Personalised Medicine as the hardcore of ‘Horizon 2020’: EPMA position paper

(2014) Olga Golubnitschaja et al.   EPMA Journal

Rescuing clinical trials in the United States and beyond: A call for action

(2013) Zubin J. Eapen et al.   AMERICAN HEART JOURNAL

CONSORT 2010 Statement: Updated Guidelines for Reporting Parallel Group Randomized Trials

(2013) Kenneth F. Schulz   ANNALS OF INTERNAL MEDICINE

An estimate of the science-wise false discovery rate and application to the top medical literature

(2013) L. R. Jager et al.   BIOSTATISTICS

Accessing the public MIMIC-II intensive care relational database for clinical research

(2013) Daniel J Scott et al.   BMC Medical Informatics and Decision Making

Uncertainty in Propensity Score Estimation: Bayesian Methods for Variable Selection and Model-Averaged Causal Effects

(2013) Corwin Matthew Zigler et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

The Framingham Heart Study and the epidemiology of cardiovascular disease: a historical perspective

(2013) Syed S Mahmood et al.   LANCET

From classification to epilepsy ontology and informatics

(2012) Guo-Qiang Zhang et al.   EPILEPSIA

Hospital-Level Variation in the Use of Intensive Care

(2012) Christopher W. Seymour et al.   HEALTH SERVICES RESEARCH

Synthetic Biology: Mapping the Scientific Landscape

(2012) Paul Oldham et al.   PLoS One

Perioperative Stroke and Associated Mortality after Noncardiac, Nonneurologic Surgery

(2011) George A. Mashour et al.   ANESTHESIOLOGY

Health-care hit or miss?

(2011)   NATURE

Predictive, personalized, preventive, participatory (P4) cancer medicine

(2011) Leroy Hood et al.   Nature Reviews Clinical Oncology

A method for encoding clinical datasets with SNOMED CT

(2010) Dennis H Lee et al.   BMC Medical Informatics and Decision Making

Measuring the prediction error. A comparison of cross-validation, bootstrap and covariance penalty methods

(2010) Simone Borra et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

The effect of race and ethnicity on outcomes among patients in the intensive care unit: A comprehensive study involving socioeconomic status and resuscitation preferences*

(2010) Sara E. Erickson et al.   CRITICAL CARE MEDICINE

A Review of Ensemble Methods in Bioinformatics

(2010) Pengyi Yang et al.   Current Bioinformatics

Observational Studies: Cohort and Case-Control Studies

(2010) Jae W. Song et al.   PLASTIC AND RECONSTRUCTIVE SURGERY

Introducing Evidence-Based Medicine to Plastic and Reconstructive Surgery

(2009) Kevin C. Chung et al.   PLASTIC AND RECONSTRUCTIVE SURGERY