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Mingchao Xie

dblp:126/9541 · DBLP profile ↗
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3ranked-venue papers
0as first author
0since 2021 · last 2017
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Applied, interdisciplinary, general and emerging computing · 3

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Interdisciplinary, comprehensive, and emerging computing
3 papers
Bioinformatics and computational biology · 100%

Topics — the 4 heaviest of 4, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Bioinformatics and computational biology
cancer genomics
0.522017
MIRMMR: binary classification of microsatellite instability using methylation and mutations · Bioinform. 2017
MSIsensor: microsatellite instability detection using paired tumor-normal sequence data · Bioinform. 2014
Bioinformatics and computational biology › epigenomics
DNA methylation
0.212013
MethylCRF, an Algorithm for Estimating Absolute Methylation Levels at Single CpG Resolution from Methylation Enrichment and Restriction Enzyme Sequencing Methods · RECOMB 2013
Bioinformatics and computational biology
epigenomics
0.212013
MethylCRF, an Algorithm for Estimating Absolute Methylation Levels at Single CpG Resolution from Methylation Enrichment and Restriction Enzyme Sequencing Methods · RECOMB 2013
Bioinformatics and computational biology › epigenomics › DNA methylation › DNA methylation analysis
methylation level estimation
0.212013
MethylCRF, an Algorithm for Estimating Absolute Methylation Levels at Single CpG Resolution from Methylation Enrichment and Restriction Enzyme Sequencing Methods · RECOMB 2013

Methods — techniques the papers use, named apart from their topics

binary classification · 0.3statistical testing · 0.2length distribution comparison · 0.2conditional random field · 0.2
YearPublicationVenuePosition
2017 MIRMMR: binary classification of microsatellite instability using methylation and mutations
abstract
SUMMARY: MIRMMR predicts microsatellite instability status in cancer samples using methylation and mutation information, in contrast to existing methods that rely on observed microsatellites. Additionally, MIRMMR highlights those genetic alterations contributing to microsatellite instability. AVAILABILITY AND IMPLEMENTATION: Source code is freely available at https://github.com/ding-lab/MIRMMR under the MIT license, implemented in R and supported on Unix/OS X operating systems. CONTACT: [email protected] or [email protected]. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
Steven M. Foltz, Wen-Wei Liang, Mingchao Xie
Bioinform.3
2014 MSIsensor: microsatellite instability detection using paired tumor-normal sequence data
abstract
MOTIVATION: Microsatellite instability (MSI) is an important indicator of larger genome instability and has been linked to many genetic diseases, including Lynch syndrome. MSI status is also an independent prognostic factor for favorable survival in multiple cancer types, such as colorectal and endometrial. It also informs the choice of chemotherapeutic agents. However, the current PCR-electrophoresis-based detection procedure is laborious and time-consuming, often requiring visual inspection to categorize samples. We developed MSIsensor, a C++ program for automatically detecting somatic microsatellite changes. It computes length distributions of microsatellites per site in paired tumor and normal sequence data, subsequently using these to statistically compare observed distributions in both samples. Comprehensive testing indicates MSIsensor is an efficient and effective tool for deriving MSI status from standard tumor-normal paired sequence data. AVAILABILITY AND IMPLEMENTATION: https://github.com/ding-lab/msisensor
Beifang Niu, Kai Ye 0001, Qunyuan Zhang, Charles Lu 0002, Mingchao Xie, Michael D. McLellan, Michael C. Wendl
Bioinform.5
2013 MethylCRF, an Algorithm for Estimating Absolute Methylation Levels at Single CpG Resolution from Methylation Enrichment and Restriction Enzyme Sequencing Methods
Michael Stevens, Jeffrey B. Cheng, Mingchao Xie, Joseph F. Costello, Ting Wang 0032
RECOMB3