EpiSegMix: a flexible distribution hidden Markov model with duration modeling for chromatin state discovery

JE Schmitz, N Aggarwal, L Laufer, J Walter… - …, 2024 - academic.oup.com
Motivation Automated chromatin segmentation based on ChIP-seq (chromatin
immunoprecipitation followed by sequencing) data reveals insights into the epigenetic …
相关文章

EpiSegMix: a flexible distribution hidden Markov model with duration modeling for chromatin state discovery

JE Schmitz, N Aggarwal, L Laufer… - Bioinformatics …, 2024 - pubmed.ncbi.nlm.nih.gov
Motivation Automated chromatin segmentation based on ChIP-seq (chromatin
immunoprecipitation followed by sequencing) data reveals insights into the epigenetic …

EpiSegMix: a flexible distribution hidden Markov model with duration modeling for chromatin state discovery.

JE Schmitz, N Aggarwal, L Laufer, J Walter… - Bioinformatics (Oxford …, 2024 - europepmc.org
Results We introduce EpiSegMix, a novel segmentation method based on a hidden Markov
model with flexible read count distribution types and state duration modeling, allowing for a …
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[HTML][HTML] EpiSegMix: a flexible distribution hidden Markov model with duration modeling for chromatin state discovery

JE Schmitz, N Aggarwal, L Laufer, J Walter… - …, 2024 - ncbi.nlm.nih.gov
Results We introduce EpiSegMix, a novel segmentation method based on a hidden Markov
model with flexible read count distribution types and state duration modeling, allowing for a …

EpiSegMix: a flexible distribution hidden Markov model with duration modeling for chromatin state discovery

JE Schmitz, N Aggarwal, L Laufer, J Walter… - …, 2024 - academic.oup.com
Motivation Automated chromatin segmentation based on ChIP-seq (chromatin
immunoprecipitation followed by sequencing) data reveals insights into the epigenetic …

EpiSegMix: a flexible distribution hidden Markov model with duration modeling for chromatin state discovery.

JE Schmitz, N Aggarwal, L Laufer, J Walter… - …, 2024 - search.ebscohost.com
Motivation Automated chromatin segmentation based on ChIP-seq (chromatin
immunoprecipitation followed by sequencing) data reveals insights into the epigenetic …

EpiSegMix: A Flexible Distribution Hidden Markov Model with Duration Modeling for Chromatin State Discovery

JE Schmitz, N Aggarwal, L Laufer, J Walter, A Salhab… - bioRxiv, 2023 - biorxiv.org
Motivation Automated chromatin segmentation based on ChIP-seq data reveals insights into
the epigenetic regulation of chromatin accessibility. Existing segmentation methods are …

EpiSegMix: a flexible distribution hidden markov model with duration modeling for chromatin state discovery.

JE Schmitz, N Aggarwal, L Laufer, J Walter… - Bioinformatics (Oxford …, 2024 - europepmc.org
Results We introduce EpiSegMix, a novel segmentation method based on a hidden Markov
model with flexible read count distribution types and state duration modeling, allowing for a …