User: Jurat Shahidin

Reputation:
70
Status:
Trusted
Location:
Chicago, IL, USA
Website:
https://cs.uic.edu/
Last seen:
3 hours ago
Joined:
3 years, 6 months ago
Email:
j******@uic.edu

I am a Ph.D. student in Artificial Intelligence, Machine learning, Bioinformatics. 

Posts by Jurat Shahidin

<prev • 125 results • page 1 of 13 • next >
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Any recommended workflow for incrementally selecting top ranked genes by using mRMR feature selection?
... Hi all: I am using Affymetrix microarray gene expression data, and I am trying to do feature selection by using different methods. However, I am quite interested in one of the popular methods for feature extraction - minimum redundancy maximum relevance. I found `CRAN` package, `Parallelized Minimu ...
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Comment: C: How can I overcome the error of "No residual degrees of freedom in linear model
... bingo, I just fixed this by taking your opinion, but why I should include `Batch` instead of `SampleID`? I am a newbie for differential expression analysis, so this is not crystal clear to me yet. Could you give extended comments on your proposal? I want to learn? what else I have to try for `design ...
written 22 days ago by Jurat Shahidin70
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How can I overcome the error of "No residual degrees of freedom in linear model fits"?
... Hi: I am experimenting preprocessed Affymetrix microarrays expression data matrix (Affymetrix probe-sets in rows (32830 probesets), and RNA samples in columns (735 samples)) for my downstream analysis. However, I have `pheno` metadata for the experiment observations. **data that I used**: > ...
microarray limma error written 22 days ago by Jurat Shahidin70 • updated 22 days ago by Dario Strbenac1.5k
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Comment: C: Any efficient workaround to identify highly variable genes in Affymetrix microar
... yes, I do highly endorse your solution and already accepted as an answer. Here I just show what I did after learning your solution because I am still learning gene-expression analysis, so it could be good practice for me to come up my own solution. please don't me wrong, I could delete my solution i ...
written 4 weeks ago by Jurat Shahidin70
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Comment: C: Any efficient workaround to identify highly variable genes in Affymetrix microar
... I do follow community rule and thanks again for your clarification, appreciated. ...
written 4 weeks ago by Jurat Shahidin70
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Answer: A: Any efficient workaround to identify highly variable genes in Affymetrix microar
... Thanks for Gordon's help, I come across with my simple solution as follow: SD <- apply(eset_HTA20,1, sd) CV <- base::sqrt(exp(SD^2)-1) eset_filtered <- eset_HTA20[CV > quantile(CV, probs = 0.1),] ...
written 4 weeks ago by Jurat Shahidin70
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Comment: C: Any efficient workaround to identify highly variable genes in Affymetrix microar
... Thanks, I figured out this and I'll keep this in my mind later. FYI, I just add my own answer, thanks for your community contribution. ...
written 4 weeks ago by Jurat Shahidin70
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Comment: C: Any efficient workaround to identify highly variable genes in Affymetrix microar
... Could you elaborate your point please? My intention is to use the coefficient of variation for each gene (a.k.a, probe), to toss away low expressed genes, ultimately to obtain expression matrix with only highly expressed genes in the experiment. My downstream analysis, after properly deal with Af ...
written 4 weeks ago by Jurat Shahidin70
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Any efficient workaround to identify highly variable genes in Affymetrix microarray expression data?
... Hi: I am experimenting preprocessed Affymetrix microarrays expression data matrix (Affymetrix probe-sets in rows (32830 probesets), and RNA samples in columns (735 samples)) for my downstream analysis. Here is how the data looks like: > dim(eset_HTA20) [1] 32830 735 ## load assayD ...
microarray genefilter limma deseq2 written 4 weeks ago by Jurat Shahidin70
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Comment: C: How to find out the genes that changes in expression by using gene level express
... @Guido Hooiveld : Thanks for your response. If the loaded expression matrix as Affymetrix probe-sets in rows, RNA samples in columns, how can I factor out the matrix in gene expression level matrix instead? Because standard Affymetrix microarrays workflow starts with row cell files, while in my cas ...
written 5 weeks ago by Jurat Shahidin70

Latest awards to Jurat Shahidin

Autobiographer 6 weeks ago, has more than 80 characters in the information field of the user's profile.
Great Question 14 months ago, created a question with more than 5,000 views. For Couldn't install GenomicRanges packages after update bioconductor to 3.2 version ?
Great Question 14 months ago, created a question with more than 5,000 views. For Any quick solution for fixing error : "$ operator is invalid for atomic vectors" ?
Epic Question 14 months ago, created a question with more than 10,000 views. For Any quick solution for fixing error : "$ operator is invalid for atomic vectors" ?
Popular Question 14 months ago, created a question with more than 1,000 views. For do.call error "second argument must be a list" with GRanges object [closed]
Scholar 3.2 years ago, created an answer that has been accepted. For A: How to conditionally combine IntegerList in the DataFrame more elegantly?
Popular Question 3.2 years ago, created a question with more than 1,000 views. For Couldn't install GenomicRanges packages after update bioconductor to 3.2 version ?
Centurion 3.2 years ago, created 100 posts.
Voter 3.2 years ago, voted more than 100 times.
Scholar 3.2 years ago, created an answer that has been accepted. For A: How can I get global Fisher score for overlap of 3 GRanges object by element-wis
Scholar 3.2 years ago, created an answer that has been accepted. For A: How to sort set of GRanges object in the list by increasing order?
Scholar 3.2 years ago, created an answer that has been accepted. For A: How to avoid repeated overlap pair for GRanges object in grid?
Rising Star 3.3 years ago, created 50 posts within first three months of joining.
Supporter 3.4 years ago, voted at least 25 times.

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