Authors :
Vinita Kukreja; Uma Kumari
Volume/Issue :
Volume 8 - 2023, Issue 3 - March
Google Scholar :
https://bit.ly/3TmGbDi
Scribd :
https://bit.ly/3nSopw1
DOI :
https://doi.org/10.5281/zenodo.7811128
Abstract :
Biopython, an open source tools of Python for
biological computation, was first published in 2000 by
Brad Chapman and Jeff Chang. Biopython features
consist of parsers for Bioinformatics file formats, access
to online Bioinformatics databases, interfaces to common
programs, a standard sequence class, etc. Glioblastoma
is one of the most aggressive (grade IV) type of brain
cancer, accounts for 15% of all brain tumors. Genetic
alteration in Glioblastoma include EGFR and PDGFR
amplification, TERT promoter mutation, alteration in
TP53, NF1, PTEN and RB, loss of chromosome arm 10q
and aberrations in RTK/Ras/PI3K signaling pathways.
Pathway maps were used to understand a molecular
interaction and reaction network in Glioma. Multiple
sequence alignment tools helps us to analyze the area of
similarity and evolutionary relationships between the
sequences. Using Biopython tools we perform the
analysis of the nucleotide sequences. This study
introduces the application of a brain tumor detection
algorithm using machine learning techniques
Keywords :
Brain Tumor, Computer Vision, Structure Analysis, Sequence Alignment, Deep Learning, Biopython.
Biopython, an open source tools of Python for
biological computation, was first published in 2000 by
Brad Chapman and Jeff Chang. Biopython features
consist of parsers for Bioinformatics file formats, access
to online Bioinformatics databases, interfaces to common
programs, a standard sequence class, etc. Glioblastoma
is one of the most aggressive (grade IV) type of brain
cancer, accounts for 15% of all brain tumors. Genetic
alteration in Glioblastoma include EGFR and PDGFR
amplification, TERT promoter mutation, alteration in
TP53, NF1, PTEN and RB, loss of chromosome arm 10q
and aberrations in RTK/Ras/PI3K signaling pathways.
Pathway maps were used to understand a molecular
interaction and reaction network in Glioma. Multiple
sequence alignment tools helps us to analyze the area of
similarity and evolutionary relationships between the
sequences. Using Biopython tools we perform the
analysis of the nucleotide sequences. This study
introduces the application of a brain tumor detection
algorithm using machine learning techniques
Keywords :
Brain Tumor, Computer Vision, Structure Analysis, Sequence Alignment, Deep Learning, Biopython.