Search Results - "Bi, Chengpeng"
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A Monte Carlo EM Algorithm for De Novo Motif Discovery in Biomolecular Sequences
Published in IEEE/ACM transactions on computational biology and bioinformatics (01-07-2009)“…Motif discovery methods play pivotal roles in deciphering the genetic regulatory codes (i.e., motifs) in genomes as well as in locating conserved domains in…”
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Proteomics of human liver membrane transporters: a focus on fetuses and newborn infants
Published in European journal of pharmaceutical sciences (01-11-2018)“…Hepatic membrane transporters are involved in the transport of many endogenous and exogenous compounds, including drugs. We aimed to study the relation of age…”
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Direct haplotype-resolved 5-base HiFi sequencing for genome-wide profiling of hypermethylation outliers in a rare disease cohort
Published in Nature communications (29-05-2023)“…Long-read HiFi genome sequencing allows for accurate detection and direct phasing of single nucleotide variants, indels, and structural variants. Recent…”
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Pediatric growth patterns in youth‐onset type 2 diabetes mellitus: Implications for physiologically‐based pharmacokinetic models
Published in Clinical and translational science (01-04-2022)“…An accurate understanding of the changes in height and weight of children with age is critical to the development of models predicting drug concentrations in…”
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P458: Evaluating the impact of long read genomes in rare disease: A systematic analysis of 1000 HiFi genomes
Published in Genetics in Medicine Open (2023)Get full text
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Alternative Splicing of the SLCO1B1 Gene: An Exploratory Analysis of Isoform Diversity in Pediatric Liver
Published in Clinical and translational science (01-05-2020)“…The hepatic influx transporter OATP1B1 (SLCO1B1) plays an important role in the disposition of endogenous substrates and drugs prescribed to children…”
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WebSIDD: server for predicting stress-induced duplex destabilized (SIDD) sites in superhelical DNA
Published in Bioinformatics (12-06-2004)“…WebSIDD is a Web-based service designed to predict locations and extents of stress-induced duplex destabilization (SIDD) that occur in a double-stranded DNA…”
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Evolutionary Metropolis Sampling in Sequence Alignment Space
Published in 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence) (01-06-2008)“…Metropolis sampling is the earliest Markov chain Monte Carlo (MCMC) method and MCMC has been widely used in motif-finding via sequence local alignment. A key…”
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Conference Proceeding -
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BIPAD: a web server for modeling bipartite sequence elements
Published in BMC bioinformatics (17-02-2006)“…Many dimeric protein complexes bind cooperatively to families of bipartite nucleic acid sequence elements, which consist of pairs of conserved half-site…”
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A Comparative Study on Computational Two-Block Motif Detection: Algorithms and Applications
Published in Molecular pharmaceutics (01-01-2008)“…Since the completion of human genome sequencing, cataloging of all genomic functional elements has been one of the challenging problems in bioinformatics…”
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Deterministic local alignment methods improved by a simple genetic algorithm
Published in Neurocomputing (Amsterdam) (01-08-2010)“…Multiple sequence local alignment, often deployed for de novo discovery of biological motifs hidden in a set of DNA or protein sequences, remains a challenge…”
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Memetic algorithms for de novo motif-finding in biomedical sequences
Published in Artificial intelligence in medicine (01-09-2012)“…Abstract Objectives The objectives of this study are to design and implement a new memetic algorithm for de novo motif discovery, which is then applied to…”
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Comparison of optimization techniques for sequence pattern discovery by maximum-likelihood
Published in Pattern recognition letters (15-10-2010)“…Among a set of observed relevant DNA sequences coming from a set of co-regulated genes, there exist some short, functional yet hidden sub-sequence patterns…”
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Tackling the challenging motif problem through hybrid particle swarm optimized alignment clustering
Published in 2011 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) (01-04-2011)“…Previous studies show that Gibbs sampling methods and the like desperately failed to solve the challenging motif problem. This paper proposes a new hybrid…”
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Conference Proceeding -
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DNA motif alignment by evolving a population of Markov chains
Published in BMC bioinformatics (30-01-2009)“…Deciphering cis-regulatory elements or de novo motif-finding in genomes still remains elusive although much algorithmic effort has been expended. The Markov…”
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Data Augmentation Algorithms for Detecting Conserved Domains in Protein Sequences: A Comparative Study
Published in Journal of proteome research (01-01-2008)“…Protein conserved domains are distinct units of molecular structure, usually associated with particular aspects of molecular function such as catalysis or…”
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A Genetic-Based EM Motif-Finding Algorithm for Biological Sequence Analysis
Published in 2007 IEEE Symposium on Computational Intelligence and Bioinformatics and Computational Biology (01-04-2007)“…Motif-finding in biological sequence analysis remains a challenge in computational biology. Many algorithms and software packages have been developed to…”
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Conference Proceeding -
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Characterization and visualization of tandem repeats at genome scale
Published in Nature biotechnology (02-01-2024)“…Tandem repeat (TR) variation is associated with gene expression changes and numerous rare monogenic diseases. Although long-read sequencing provides accurate…”
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Abstract 243: Long-read sequencing of pediatric cancer genomes identifies multiple clinically relevant variants
Published in Cancer research (Chicago, Ill.) (04-04-2023)“…Abstract Genetic characterization of pediatric cancer samples clinically for diagnostic, prognostic, or therapeutic information currently relies on an…”
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Large-scale computation of pediatric growth percentiles with fuzzy logic justification of parameter selection
Published in 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) (01-05-2012)“…The electronic health record is now becoming a hot topic in the medical community largely owing to the rapid advances in both information technology and…”
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Conference Proceeding