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1.
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Methods and systems for computationally processing data with a multi-layer convolutional neural network (CNN) having an input and output layer, and one or more intermedia [...]
19 March 2024 |
Computer Science; Statistics |
Patent |
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2.
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We develop a theoretical framework for S<sub>n</sub>-equivariant convolutional quantum circuits with SU(d) symmetry, building on and significantly generalizin [...]
15 May 2023 |
Computer Science; Kadanoff Center for Theoretical Physics; Statistics |
Article |
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3.
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As experiments continue to increase in size and scope, a fundamental challenge of subsequent analyses is to recast the wealth of information into an intuitive and readily [...]
04 April 2023 |
Statistics |
Article |
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4.
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Attractor networks are an influential theory for memory storage in brain systems. This theory has recently been challenged by the observation of strong temporal variabili [...]
27 January 2023 |
Neurobiology; Statistics |
Article |
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5.
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How neuronal variability affects sensory coding is a central question in systems neuroscience, often with complex and model-dependent answers. Many studies explore popula [...]
01 June 2022 |
Neurobiology; Statistics |
Article |
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6.
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In this paper, we consider a wide class of time-varying multivariate causal processes that nests many classical and new examples as special cases. We first show the exist [...]
22 January 2024 |
Statistics |
Article |
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7.
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Many methods have been developed to leverage expression quantitative trait loci (eQTL) data to nominate candidate genes from genome-wide association studies. These method [...]
26 January 2024 |
Human Genetics; Statistics |
Article |
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8.
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<p>Cancer evolves through the accumulation of mutations, but the order in which mutations occur is poorly understood. Inference of a temporal ordering on the level [...]
01 November 2011 |
Statistics |
Article |
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9.
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<p>DNA methyltransferases establish methylation patterns in cells and transmit these patterns over cell generations, thereby influencing each cell's epigenetic stat [...]
19 March 2012 |
Human Genetics; Statistics |
Article |
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10.
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<p>Although triple negative breast cancers (TNBC) are the most aggressive subtype of breast cancer, they currently lack targeted therapies. Because this classificat [...]
11 December 2013 |
Ben May Department for Cancer Research; Ecology and Evolution; Molecular Genetics and Cell Biology; Statistics |
Article |
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11.
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<p>We consider the statistical analysis of population structure using genetic data. We show how the two most widely used approaches to modeling population structure [...]
16 September 2010 |
Computer Science; Human Genetics; Statistics |
Article |
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12.
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<p>Principal components analysis has been used for decades to summarize genetic variation across geographic regions and to infer population migration history. More [...]
01 December 2009 |
Computer Science; Human Genetics; Radiology; Statistics |
Article |
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13.
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This manuscript presents an algorithmic approach to cooperation in biological systems, drawing on fundamental ideas from statistical mechanics and probability theory. Fis [...]
17 January 2024 |
Ecology and Evolution; Molecular Genetics and Cell Biology; Statistics |
Article |
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14.
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<p>Pathway analyses of genome-wide association studies aggregate information over sets of related genes, such as genes in common pathways, to identify gene sets tha [...]
03 October 2013 |
Human Genetics; Statistics |
Article |
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15.
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<p>Sequencing technologies are becoming cheap enough to apply to large numbers of study participants and promise to provide new insights into human phenotypes by br [...]
11 November 2010 |
Human Genetics; Medicine; Public Health Sciences; Statistics |
Article |
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16.
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<p>Background: Statins effectively lower total and plasma LDL-cholesterol, but the magnitude of decrease varies among individuals. To identify single nucleotide pol [...]
22 March 2010 |
Human Genetics; Statistics |
Article |
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17.
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<p>We conducted a comprehensive study of copy number variants (CNVs) well-tagged by SNPs (<em>r<sup>2</sup></em>≥0.8) by analyzing their e [...]
03 February 2011 |
Medicine; Statistics |
Article |
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18.
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<p>Although genome-wide association studies (GWAS) of complex traits have yielded more reproducible associations than had been discovered using any other approach, [...]
01 April 2010 |
Human Genetics; Medicine; Statistics |
Article |
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19.
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The spatial and temporal patterns of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) cases and COVID-19 deaths in the United States are poorly understood. We [...]
12 September 2022 |
Statistics |
Article |
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20.
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<p>Humans can learn under a wide variety of feedback conditions. Reinforcement learning (RL), where a series of rewarded decisions must be made, is a particularly i [...]
21 April 2015 |
Neurobiology; Statistics |
Article |
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21.
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<p>Background: Non-small cell lung cancer (NSCLC) is a heterogeneous group of disorders with a number of genetic and proteomic alterations. c-CBL is an E3 ubiquitin [...]
29 January 2010 |
Medicine; Pediatrics; Statistics |
Article |
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22.
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Sepsis is a systemic response to infection with life-threatening consequences. Our understanding of the molecular and cellular impact of sepsis across organs remains rudi [...]
08 January 2024 |
Human Genetics; Statistics |
Article |
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23.
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Recurrent cortical activity sculpts visual perception by refining, amplifying or suppressing visual input. However, the rules that govern the influence of recurrent activ [...]
03 January 2024 |
Neurobiology; Statistics |
Article |
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24.
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<p>Although recombination is essential to the successful completion of human meiosis, it remains unclear how tightly the process is regulated and over what scale. T [...]
18 September 2009 |
Ecology and Evolution; Human Genetics; Statistics |
Article |
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25.
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<p>Imputation-based association methods provide a powerful framework for testing untyped variants for association with phenotypes and for combining results from mul [...]
05 December 2008 |
Human Genetics; Statistics |
Article |
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