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Korkin, Dmitry
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2019
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Simulations of Different P-values Combination Methods Using SNPs on Diverse Biology Levels
Keyword:
statistical power
,
haplotype block
,
p-value combination methods
,
Omni-TFisher
, and
GEFOS
Creator:
Zhang, Ruosi
Advisor:
Wu, Zheyang
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-05-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Bioinformatics & Computational Biology
Studying inter- and intra-tumor heterogeneity of triple-negative breast cancer
Keyword:
unsupervised learning
,
clustering
,
TNBC
, and
cancer
Creator:
Leshchyk, Anastasia
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-28
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Bioinformatics & Computational Biology
A mixed reality framework for surgical navigation: approach and preliminary results
Keyword:
Mixed Reality
,
Minimally Invasive Surgery
, and
Image Guidance
Creator:
Murlidaran, Shravan
Advisor:
Fichera, Loris
and
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-25
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
Propensity of Endogenous Alternative Splicing to Mediate Mutative Damage
Keyword:
Mutation
,
Alternative Splicing
,
Cancer
,
mRNAseq
,
Statistics
, and
Machine Learning
Creator:
Lutz, Ashley
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-25
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Bioinformatics & Computational Biology
Boosting Gene Expression Clustering with System-Wide Biological Information and Deep Learning
Keyword:
community detection
,
biological network
,
robust autoencoder
,
deep learning
, and
gene expression clustering
Creator:
Cui, Hongzhu
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Leveraging Omics Data to Expand the Value and Understanding of Alternative Splicing
Keyword:
Omics
and
Alternative Splicing
Creator:
Johnson, Nathan T.
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Bioinformatics & Computational Biology
Machine Learning Pipelines for Deconvolution of Cellular and Subcellular Heterogeneity from Cell Imaging
Keyword:
Cell Migration
,
Hologram Imaging
,
Machine Learning (Deep Learning)
,
Time Series Analysis
, and
Cell Heterogeneity
Creator:
Wang, Chuangqi
Advisor:
Lee, Kwonmoo
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-08-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Biomedical Engineering
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