A new scheme for strain typing of methicillin-resistant Staphylococcus aureus on the basis of matrix-assisted laser desorption ionization time-of-flight mass spectrometry by using machine learning approach

Matrix assisted laser desorption time of flight mass spectrometry (MALDI-TOF MS) in clinical microbiology

(2017) Silvia Angeletti   JOURNAL OF MICROBIOLOGICAL METHODS

Automated categorization of methicillin-resistant Staphylococcus aureus clinical isolates into different clonal complexes by MALDI-TOF mass spectrometry

(2016) M. Camoez et al.   CLINICAL MICROBIOLOGY AND INFECTION

Rapid Detection of Vancomycin-Intermediate Staphylococcus aureus by Matrix-Assisted Laser Desorption Ionization–Time of Flight Mass Spectrometry

(2016) Cheryl A. Mather et al.   JOURNAL OF CLINICAL MICROBIOLOGY

Predicting non-small cell lung cancer prognosis by fully automated microscopic pathology image features

(2016) Kun-Hsing Yu et al.   Nature Communications

Cancers Screening in an Asymptomatic Population by Using Multiple Tumour Markers

(2016) Hsin-Yao Wang et al.   PLoS One

Proteome-based bacterial identification using matrix-assisted laser desorption ionization–time of flight mass spectrometry (MALDI-TOF MS): A revolutionary shift in clinical diagnostic microbiology

(2015) Fumio Nomura   BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS

Strain-level bacterial identification by CeO2-catalyzed MALDI-TOF MS fatty acid analysis and comparison to commercial protein-based methods

(2015) C. R. Cox et al.   Scientific Reports

MALDI-TOF MS for the Diagnosis of Infectious Diseases

(2014) R. Patel   CLINICAL CHEMISTRY

Machine Learning in Wireless Sensor Networks: Algorithms, Strategies, and Applications

(2014) Mohammad Abu Alsheikh et al.   IEEE Communications Surveys and Tutorials

Insufficient discriminatory power of MALDI-TOF mass spectrometry for typing of Enterococcus faecium and Staphylococcus aureus isolates

(2014) Peter Lasch et al.   JOURNAL OF MICROBIOLOGICAL METHODS

PalmPred: An SVM Based Palmitoylation Prediction Method Using Sequence Profile Information

(2014) Bandana Kumari et al.   PLoS One

Cross-validation pitfalls when selecting and assessing regression and classification models

(2014) Damjan Krstajic et al.   Journal of Cheminformatics

Matrix-assisted laser desorption ionization time-of-flight mass spectrometry and PCR-based rapid diagnosis of Staphylococcus aureus bacteraemia

(2013) O. Clerc et al.   CLINICAL MICROBIOLOGY AND INFECTION

Analysis of the Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrum of Staphylococcus aureus Identifies Mutations That Allow Differentiation of the Main Clonal Lineages

(2013) M. Josten et al.   JOURNAL OF CLINICAL MICROBIOLOGY

Strain-Level Typing and Identification of Bacteria Using Mass Spectrometry-Based Proteomics

(2012) Roger Karlsson et al.   JOURNAL OF PROTEOME RESEARCH

MALDI TOF MS profiling of bacteria at the strain level: A review

(2012) Todd R. Sandrin et al.   MASS SPECTROMETRY REVIEWS

Molecular Prognostic Prediction for Locally Advanced Nasopharyngeal Carcinoma by Support Vector Machine Integrated Approach

(2012) Xiang-Bo Wan et al.   PLoS One

Carboxylator: incorporating solvent-accessible surface area for identifying protein carboxylation sites

(2011) Cheng-Tsung Lu et al.   JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN

Incorporating Distant Sequence Features and Radial Basis Function Networks to Identify Ubiquitin Conjugation Sites

(2011) Tzong-Yi Lee et al.   PLoS One

Tracing the transition of methicillin resistance in sub-populations of Staphylococcus aureus, using SELDI-TOF Mass Spectrometry and Artificial Neural Network Analysis

(2011) Haroun N. Shah et al.   SYSTEMATIC AND APPLIED MICROBIOLOGY

MALDI-TOF MS fingerprinting allows for discrimination of major methicillin-resistant Staphylococcus aureus lineages

(2010) Manuel Wolters et al.   INTERNATIONAL JOURNAL OF MEDICAL MICROBIOLOGY

Application of support vector machine in cancer diagnosis

(2010) Hui Wang et al.   MEDICAL ONCOLOGY

Laboratory tools and strategies for methicillin-resistant Staphylococcus aureus screening, surveillance and typing: state of the art and unmet needs

(2009) M.J. Struelens et al.   CLINICAL MICROBIOLOGY AND INFECTION

High throughput identification of clinical isolates of Staphylococcus aureus using MALDI-TOF-MS of intact cells

(2009) Lakshani Rajakaruna et al.   INFECTION GENETICS AND EVOLUTION

Incorporating support vector machine for identifying protein tyrosine sulfation sites

(2009) Wen-Chi Chang et al.   JOURNAL OF COMPUTATIONAL CHEMISTRY

Rapid Detection of the Pandemic Methicillin-Resistant Staphylococcus aureus Clone ST 239, a Dominant Strain in Asian Hospitals

(2008) E. J. Feil et al.   JOURNAL OF CLINICAL MICROBIOLOGY