Longitudinal Data Analysis for Discrete and Continuous Outcomes
Longitudinal data sets are comprised of repeated observations of an outcome and a set of covariates for each of many subjects. One objective of statistical analysis is to descri...
Publications
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3,533 publications
The Theory of Economic Development: An Inquiry into Profits, Capital, Credit, Interest, and the Business Cycle
Schumpeter first reviews basic economic concepts that describe recurring economic processes of a commercially organized state in which private property, division of labor, and...
Methods for the thematic synthesis of qualitative research in systematic reviews
BackgroundThere is a growing recognition of the value of synthesising qualitative research in the evidence base in order to facilitate effective and appropriate health care. In ...
Nanotoxicology: An Emerging Discipline Evolving from Studies of Ultrafine Particles
Although humans have been exposed to airborne nanosized particles (NSPs; < 100 nm) throughout their evolutionary stages, such exposure has increased dramatically over the last c...
Unsupervised Representation Learning with Deep Convolutional Generative\n Adversarial Networks
In recent years, supervised learning with convolutional networks (CNNs) has\nseen huge adoption in computer vision applications. Comparatively, unsupervised\nlearning with CNNs ...
Guidelines for the Early Management of Patients With Acute Ischemic Stroke
Background and Purpose— The authors present an overview of the current evidence and management recommendations for evaluation and treatment of adults with acute ischemic stroke....
Mindstorms: Children, Computers, And Powerful Ideas
The Gears of My Childhood Before I was two years old I had developed an intense involvement with automobiles. The names of car parts made up a very substantial portion of my ...
Prediction of Total Genetic Value Using Genome-Wide Dense Marker Maps
Abstract Recent advances in molecular genetic techniques will make dense marker maps available and genotyping many individuals for these markers feasible. Here we attempted to e...
MIMIC-III, a freely accessible critical care database
Abstract MIMIC-III (‘Medical Information Mart for Intensive Care’) is a large, single-center database comprising information relating to patients admitted to critical care units...
THE WIDE-FIELD INFRARED SURVEY EXPLORER (WISE): MISSION DESCRIPTION AND INITIAL ON-ORBIT PERFORMANCE
The all sky surveys done by the Palomar Observatory Schmidt, the European Southern Observatory Schmidt, and the United Kingdom Schmidt, the InfraRed Astronomical Satellite and t...
Physical Status: The Use and Interpretation of Anthropometry. Report of a WHO Expert Committee
Anthropometry provides the single most portable, universally applicable, inexpensive and non-invasive technique for assessing the size, proportions, and composition of the human...
Deep Learning Face Attributes in the Wild
Predicting face attributes in the wild is challenging due to complex face variations. We propose a novel deep learning framework for attribute prediction in the wild. It cascade...