Conditional Random Fields as Recurrent Neural Networks
Pixel-level labelling tasks, such as semantic segmentation, play a central role in image understanding. Recent approaches have attempted to harness the capabilities of deep lear...
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158 publications
Community-Based Participatory Research for Health
If Thomas Kuhn (1962) is correct, a field of inquiry develops in stages. Some members of a field of inquiry recognize anomalies in the foundational beliefs and seek better expla...
Association Between Administration of Systemic Corticosteroids and Mortality Among Critically Ill Patients With COVID-19
In this prospective meta-analysis of clinical trials of critically ill patients with COVID-19, administration of systemic corticosteroids, compared with usual care or placebo, w...
Global and regional effects of potentially modifiable risk factors associated with acute stroke in 32 countries (INTERSTROKE): a case-control study
Canadian Institutes of Health Research, Heart and Stroke Foundation of Canada, Canadian Stroke Network, Health Research Board Ireland, Swedish Research Council, Swedish Heart an...
Age and the Explanation of Crime
One of the few facts agreed on in criminology is the age distribution of crime. This fact has been used to criticize social theories of crime causation, to provide the foundatio...
The Sanger FASTQ file format for sequences with quality scores, and the Solexa/Illumina FASTQ variants
FASTQ has emerged as a common file format for sharing sequencing read data combining both the sequence and an associated per base quality score, despite lacking any formal defin...
Structure and Interpretation of Computer Programs
"The Structure and Interpretation of Computer Programs" is the entry-level subject in Computer Science at the Massachusetts Institute of Technology. It is required of all studen...