T
Touchpong Usavanarong
Researcher at King Mongkut's University of Technology North Bangkok
Publications - 5
Citations - 57
Touchpong Usavanarong is an academic researcher from King Mongkut's University of Technology North Bangkok. The author has contributed to research in topics: Population & Single-nucleotide polymorphism. The author has an hindex of 3, co-authored 5 publications receiving 48 citations.
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Journal ArticleDOI
Classification of complete blood count and haemoglobin typing data by a C4.5 decision tree, a naïve Bayes classifier and a multilayer perceptron for thalassaemia screening
Damrongrit Setsirichok,Theera Piroonratana,Waranyu Wongseree,Touchpong Usavanarong,Nuttawut Paulkhaolarn,Chompunut Kanjanakorn,Monchan Sirikong,Chanin Limwongse,Nachol Chaiyaratana,Nachol Chaiyaratana +9 more
TL;DR: The results suggest that a combination of CBC and haemoglobin typing analysis with a naive Bayes classifier or a multilayer perceptron is highly suitable for automatic thalassaemia screening.
Journal ArticleDOI
Small Ancestry Informative Marker panels for complete classification between the original four HapMap populations
Damrongrit Setsirichok,Theera Piroonratana,Anunchai Assawamakin,Touchpong Usavanarong,Chanin Limwongse,Waranyu Wongseree,Chatchawit Aporntewan,Nachol Chaiyaratana +7 more
TL;DR: A protocol for the identification of Ancestry Informative Markers (AIMs) from genome-wide Single Nucleotide Polymorphism (SNP) data is proposed and suggests that the protocol could be useful in a scenario involving a larger number of populations.
Journal ArticleDOI
An omnibus permutation test on ensembles of two-locus analyses can detect pure epistasis and genetic heterogeneity in genome-wide association studies
Damrongrit Setsirichok,Phuwadej Tienboon,Nattapong Jaroonruang,Somkit Kittichaijaroen,Waranyu Wongseree,Theera Piroonratana,Touchpong Usavanarong,Chanin Limwongse,Chatchawit Aporntewan,Marong Phadoongsidhi,Nachol Chaiyaratana,Nachol Chaiyaratana +11 more
TL;DR: 2LOmb is capable of identifying the number of independent interactions in tractable computational time and can be used in genome-wide association studies and provide an alternative explanation for the aetiology of T1D in the UK population.
Proceedings ArticleDOI
Identification of Ancestry Informative Markers from Chromosome-Wide Single Nucleotide Polymorphisms Using Symmetrical Uncertainty Ranking
Theera Piroonratana,Waranyu Wongseree,Touchpong Usavanarong,Anunchai Assawamakin,Chanin Limwongse,Nachol Chaiyaratana +5 more
TL;DR: Round robin symmetrical uncertainty ranking for preliminary AIM screening is proposed and the application of the proposed procedure to the Hap Map data indicates that AIM panels can be found on all chromosomes.
Journal ArticleDOI
Small ancestry informative marker panels for complete classification between the original four HapMap populations
Damrongrit Setsirichok,Theera Piroonratana,Anunchai Assawamakin,Touchpong Usavanarong,Chanin Limwongse,Waranyu Wongseree,Chatchawit Aporntewan,Nachol Chaiyaratana +7 more
TL;DR: In this article, a protocol for the identification of ancestry informative markers (AIMs) from genome-wide single nucleotide polymorphism (SNP) data is proposed, which consists of three main steps: identification of potential positive selection regions via first extremity measurement, SNP screening via two-stage attribute selection and classification model construction using a naive Bayes classifier.