Morgan C. Giddings

Works (3)

Updated: July 5th, 2023 15:55

2008 journal article

High-accuracy peptide mass fingerprinting using peak intensity data with machine learning

JOURNAL OF PROTEOME RESEARCH, 7(1), 62–69.

By: D. Yang  n, K. Ramidssoon, E. Hamlett  n & M. Giddings n

author keywords: ion suppression; mass spectrometry; peptide mass fingerprinting; protein identification; peak intensity
MeSH headings : Artificial Intelligence; Data Interpretation, Statistical; Peptide Mapping / methods; Proteins / analysis; Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization; Tandem Mass Spectrometry / methods
TL;DR: A machine learning approach is developed that exploits the intensity of a peptide-ion peak is directly correlated with its sequence to significantly improve peptide mass fingerprint (PMF) accuracy based on training data sets from both true-positive and false-positive PMF searches. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2007 journal article

Fragmentation characteristics of collision-induced dissociation in MALDI TOF/TOF mass spectrometry

ANALYTICAL CHEMISTRY, 79(8), 3032–3040.

By: J. Khatun n, K. Ramkissoon n & M. Giddings n

MeSH headings : Amino Acids / chemistry; Data Interpretation, Statistical; Proteins / chemistry; Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization / methods
TL;DR: Fragmentation in MALDI TOF/TOF mass spectrometry is analyzed, collecting statistics using a curated set of 2459 MS/MS spectra and applying bootstrap resampling to assess confidence intervals. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: August 6, 2018

2007 journal article

Mapping phosphoproteins in Mycoplasma genitalium and Mycoplasma pneumoniae

BMC Microbiology, 7.

By: H. Su, C. Hutchison & M. Giddings

Source: NC State University Libraries
Added: August 6, 2018

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