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List of works by Watshara Shoombuatong

ACPred: A Computational Tool for the Prediction and Analysis of Anticancer Peptides.

scientific article

AnkPlex: algorithmic structure for refinement of near-native ankyrin-protein docking

scientific article

AutoWeka: toward an automated data mining software for QSAR and QSPR studies

scientific article

Classification of P-glycoprotein-interacting compounds using machine learning methods

scientific article published on 19 August 2015

Computer-Aided Drug Design of Bioactive Natural Products

scientific article published on January 2015

Correction: Privileged substructures for anti-sickling activity via cheminformatic analysis

scholarly article in RSC Advances, vol. 8 no. 15, 2018

Correction: Shoombuatong, W., et al. iQSP: A Sequence-Based Tool for the Prediction and Analysis of Quorum Sensing Peptides via Chou's 5-Steps Rule and Informative Physicochemical Properties. Int. J. Mol. Sci. 2020, 21, 75

scientific article published on 10 April 2020

CryoProtect: A Web Server for Classifying Antifreeze Proteins from Nonantifreeze Proteins

scholarly article in Journal of Chemistry, 2017

DeepThal: A Deep Learning-Based Framework for the Large-Scale Prediction of the α+-Thalassemia Trait Using Red Blood Cell Parameters

scientific article published in 2022

Effects of Bacille Calmette Guerin (BCG) vaccination during COVID-19 infection

scientific article published on 29 September 2021

Evolution of Sequence-based Bioinformatics Tools for Protein-protein Interaction Prediction

scientific article published on 01 September 2020

Exploring the chemical space of influenza neuraminidase inhibitors

scientific article (publication date: 2016)

Exploring the origins of structure–oxygen affinity relationship of human haemoglobin allosteric effector

Extending proteochemometric modeling for unraveling the sorption behavior of compound–soil interaction

scholarly article by Watshara Shoombuatong et al published February 2016 in Chemometrics and Intelligent Laboratory Systems

HCVpred: A web server for predicting the bioactivity of hepatitis C virus NS5B inhibitors

scientific article published on 25 May 2020

HIV-1 CRF01_AE coreceptor usage prediction using kernel methods based logistic model trees

scientific article published on 21 July 2012

HIVCoR: A sequence-based tool for predicting HIV-1 CRF01_AE coreceptor usage

scientific article published on 20 May 2019

HLPpred-Fuse: improved and robust prediction of hemolytic peptide and its activity by fusing multiple feature representation

scientific article published on 07 March 2020

HemoPred: a web server for predicting the hemolytic activity of peptides.

scientific article

In silico approaches for the prediction and analysis of antiviral peptides: a review

scientific article published on 01 November 2020

Meta-iAVP: A Sequence-Based Meta-Predictor for Improving the Prediction of Antiviral Peptides Using Effective Feature Representation.

scientific article published on 15 November 2019

Meta-iPVP: a sequence-based meta-predictor for improving the prediction of phage virion proteins using effective feature representation

scientific article published on 16 June 2020

Navigating the chemical space of dipeptidyl peptidase-4 inhibitors

scientific article published on 10 August 2015

New Bioinformatics-Based Discrimination Formulas for Differentiation of Thalassemia Traits From Iron Deficiency Anemia.

scientific article published in August 2017

On the Origins of Hepatitis C Virus NS5B Polymerase Inhibitory Activity Using Machine Learning Approaches

scientific article published on January 2015

PAAP: a web server for predicting antihypertensive activity of peptides

article published in 2018

PVPred-SCM: Improved Prediction and Analysis of Phage Virion Proteins Using a Scoring Card Method

scientific article published on 03 February 2020

PepBio: predicting the bioactivity of host defense peptides

scientific article published in 2017

Predicting Metabolic Syndrome Using the Random Forest Method.

scientific article published on 28 July 2015

Prediction of aromatase inhibitory activity using the efficient linear method (ELM)

scientific article

Prediction of the disulphide bonding state of cysteines in proteins using conditional random fields.

scientific article published in January 2011

Privileged substructures for anti-sickling activity via cheminformatic analysis

scholarly article in RSC Advances, vol. 8 no. 11, 2018

ProIn-Fuse: improved and robust prediction of proinflammatory peptides by fusing of multiple feature representations

scientific article published on 23 September 2020

Probing the origin of estrogen receptor alpha inhibition via large-scale QSAR study

scholarly article in RSC Advances, vol. 8 no. 21, 2018

Probing the origins of human acetylcholinesterase inhibition via QSAR modeling and molecular docking

scientific article published on 9 August 2016

Review of Computational Methods and Database Sources for Predicting the Effects of Coding Frameshift Small Insertion and Deletion Variations

scientific article published in 2024

SCMCRYS: predicting protein crystallization using an ensemble scoring card method with estimating propensity scores of P-collocated amino acid pairs

scientific article

Sequence based human leukocyte antigen gene prediction using informative physicochemical properties

scientific article published on January 2015

THPep: A machine learning-based approach for predicting tumor homing peptides

scientific article published on 24 May 2019

TargetAntiAngio: A Sequence-Based Tool for the Prediction and Analysis of Anti-Angiogenic Peptides

scientific article published on 17 June 2019

The MicroRNA Interaction Network of Lipid Diseases.

scientific article published on 22 September 2017

Towards Predicting the Cytochrome P450 Modulation: From QSAR to proteochemometric modeling

article

Towards understanding aromatase inhibitory activity via QSAR modeling

scientific article published on 20 July 2018

Unraveling the bioactivity of anticancer peptides as deduced from machine learning

scientific article published on 25 July 2018

i4mC-Mouse: Improved identification of DNA N4-methylcytosine sites in the mouse genome using multiple encoding schemes ⬇️

scientific article published on 08 April 2020

i6mA-Fuse: improved and robust prediction of DNA 6 mA sites in the Rosaceae genome by fusing multiple feature representation

scientific article published on 05 March 2020

iAMY-SCM: Improved prediction and analysis of amyloid proteins using a scoring card method with propensity scores of dipeptides

scientific article published on 02 October 2020

iBitter-SCM: Identification and characterization of bitter peptides using a scoring card method with propensity scores of dipeptides

scientific article published on 28 March 2020

iDPPIV-SCM: A sequence-based predictor for identifying and analyzing dipeptidyl peptidase IV (DPP-IV) inhibitory peptides using a scoring card method

scientific article published on 08 September 2020

iQSP: A Sequence-Based Tool for the Prediction and Analysis of Quorum Sensing Peptides via Chou's 5-Steps Rule and Informative Physicochemical Properties

scientific article published on 20 December 2019

iTTCA-Hybrid: Improved and robust identification of tumor T cell antigens by utilizing hybrid feature representation

scientific article published on 22 April 2020

iUmami-SCM: A Novel Sequence-Based Predictor for Prediction and Analysis of Umami Peptides Using a Scoring Card Method with Propensity Scores of Dipeptides

scientific article published on 23 October 2020

osFP: a web server for predicting the oligomeric states of fluorescent proteins.

scientific article published on 20 December 2016

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