Extracting features for mutated gene sequences
Hi,
I need to extract features from gene sequences for disease identification through machine learning techniques. Kindly help.
snp
genome
sequence
gene
• 2,727 views
•
link
updated
by
Ram
•
written
by
muvinika •
0 answers
No answers yet.
Log in to answer this question.
More posts like this
-
News: Machine Learning using Python (MLUP01)
written by oliverhookerONLINE COURSE – Machine Learning using Python (MLUP01) This course will be delivered live https://www.prstats.org/course/machine-learning-using-python-mlup01/ 2nd - 6th June 2025 Please feel free to share! …
-
CD4+ and CD8+ T cell classification
written by pgangaitkar •Hello, I want to classify CD4+ and CD8+ T cell using Machine learning approach. I am unable to find dataset having rows (Instances), columns (Features), …
-
Differentially expressed genes machine learning classifier
written by devknight009 •As advised by biostars community in this post https://www.biostars.org/p/457293/, i have got good basic knowledge of machine learning through online courses. My aim is to …
-
Differentially expressed genes machine learning classifer
written by devknight009 •I am new to R and machine learning. I want to create a machine learning classifier which can classify between Normal and diseased sample using …
-
Protien fasta AA index
written by Jacob jr •Hi Friends, I am new to these Bioinformatics and related machine learning like things. And I am beginning my project on protein classification using machine …
-
ChIP-Seq tag counts
written by druggable •Hi Everyone, Can I use tag counts from ChIP-Seq data as inputs for machine learning? I did not call peaks, however, so that the features …
-
RNA secondary structure - Feature extraction
written by Manu Madhavan •Hi All, For coding-non coding RNA identification (using Machine learning classifier), I would like to add features extracted from RNA secondary structure. I used RNAfold …
-
Biological Significance of Gene Modules/Computationally Detected Protein Complexes
written by J. SmithHi friends... I am in early stage of my research in bioinformatics. I have applied different machine learning and data mining techniques to detect gene …
-
Machine learning features from nucleotide sequences
written by rajeshkumar_vinod •What possible features can be extracted from nucleotide sequences for machine learning? For example gc content, dinucleotide frequency etc.
-
Feature extraction from protein sequences for machine learning classification
written by insilico123 •How to extract features from protein sequences, so that it can be converted into vector for training the data in machine learning. From some papers …
What kind of feature? What kind of data? Please provide more information
For missense/nonsense mutation data
My aim to identify disease from missense mutations based on machine learning algorithms.
So you are saying, you have a bunch of missense mutations and try to use machine learning algorithms to see if they are related to a particular disease?
Yes sir you are right
If you have the case and control, then why don't you just use the statistic test to test the association?
So you are saying that you are having snps on multiple different sequences and are trying to see if certain nucleotide sequences can help you to predict the disease status?
As am using large number of sequences am in need to extract features to predict disease from gene sequences based on machine learning techniques.