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Rise of Deep Learning for Genomic, Proteomic, and Metabolomic Data Integration in Precision Medicine

Omics (Larchmont, N.Y.), 2018-10, Vol.22 (10), p.630-636

2018

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MetaMapR: pathway independent metabolomic network analysis incorporating unknowns

Bioinformatics, 2015-08, Vol.31 (16), p.2757-2760

2015

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Metabox: A Toolbox for Metabolomic Data Analysis, Interpretation and Integrative Exploration

PloS one, 2017-01, Vol.12 (1), p.e0171046-e0171046

2017

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Deep metabolome: Applications of deep learning in metabolomics

Computational and structural biotechnology journal, 2020-01, Vol.18, p.2818-2825

2020

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Genomic, Proteomic, and Metabolomic Data Integration Strategies

Biomarker Insights, 2015-01, Vol.2015 (S4), p.1-6

2015

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Accounting for biological variation with linear mixed-effects modelling improves the quality of clinical metabolomics data

Computational and structural biotechnology journal, 2019-01, Vol.17, p.611-618

2019

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Omega-6 and omega-3 oxylipins are implicated in soybean oil-induced obesity in mice

Scientific reports, 2017-10, Vol.7 (1), p.12488-13, Article 12488

2017

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Revisiting chloroplast genomic landscape and annotation towards comparative chloroplast genomes of Rhamnaceae

BMC plant biology, 2023-01, Vol.23 (1), p.59-59, Article 59

2023

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Quantifying fecal and plasma short-chain fatty acids in healthy Thai individuals

Computational and structural biotechnology journal, 2024-12, Vol.23, p.2163-2172

2024

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Deciphering rice metabolic flux reprograming under salinity stress via in silico metabolic modeling

Computational and structural biotechnology journal, 2020-01, Vol.18, p.3555-3566

2020

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Measurement of very low-molecular weight metabolites by traveling wave ion mobility and its use in human urine samples

Journal of pharmaceutical analysis, 2024-05, Vol.14 (5), p.100921-11, Article 100921

2024

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Metabolomics and Integrative Omics for the Development of Thai Traditional Medicine

Frontiers in pharmacology, 2017-07, Vol.8 (JUL), p.474-474

2017

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Predicting lupus membranous nephritis using reduced picolinic acid to tryptophan ratio as a urinary biomarker

iScience, 2021-11, Vol.24 (11), p.103355-103355, Article 103355

2021

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ThRSDB: a database of Thai rice starch composition, molecular structure and functionality

Database : the journal of biological databases and curation, 2020-12, Vol.2020

2020

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Integrative physiological and metabolomics study reveals adaptive strategies of wheat seedlings to salt and heat stress combination

Plant growth regulation, 2023-05, Vol.100 (1), p.181-196

2023

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GC × GC-TOFMS metabolomics analysis identifies elevated levels of plasma sugars and sugar alcohols in diabetic mellitus patients with kidney failure

The Journal of biological chemistry, 2022-10, Vol.298 (10), p.102445, Article 102445

2022

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Correction: GC × GC-TOFMS metabolomics analysis identifies elevated levels of plasma sugars and sugar alcohols in diabetic mellitus patients with kidney failure

The Journal of biological chemistry, 2023-12, Vol.299 (12), p.105422-105422, Article 105422

2023

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Granule morphological and structural variability of Thai certified glutinous rice starches in relation to thermal, pasting, and digestible properties

Cereal chemistry, 2021-05, Vol.98 (3), p.492-506

2021

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Na+ exclusion and selective transport of K+ over Na+ provided salt-adaptive mechanism in introgression lines of rice 'RD6'

Chilean journal of agricultural research, 2024-12, Vol.84 (6), p.782-796

2024

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exclusion and selective transport of [K.sup.+] over [Na.sup.+] provided salt-adaptive mechanism in introgression lines of rice 'RD6'

Chilean journal of agricultural research, 2024-11, Vol.84 (6), p.782

2024

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Mitochondrial oxidative stress-induced transcript variants of ATF3 mediate lipotoxic brain microvascular injury

Free radical biology & medicine, 2019-11, Vol.143, p.25-46

2019

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Data processing solutions to render metabolomics more quantitative: case studies in food and clinical metabolomics using Metabox 2.0

Gigascience, 2024-01, Vol.13

2024

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A double-blinded, randomized, split-side, vehicle-controlled study of the efficacy of cleanser containing Acanthus ebracteatus Vahl., Suregada multiflora, and Acacia concinna in patients with atopic dermatitis: A pilot study

Asian Pacific journal of allergy and immunology, 2023-12, Vol.41 (4), p.304-310

2023

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CRISP: a deep learning architecture for GC × GC–TOFMS contour ROI identification, simulation and analysis in imaging metabolomics

Briefings in bioinformatics, 2022-03, Vol.23 (2)

2022

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Integrated Metabolomics and Proteomics Highlight Altered Nicotinamide- and Polyamine Pathways in Lung Adenocarcinoma

Carcinogenesis (New York), 2017-03, Vol.38 (3), p.271-280

2017

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Rise of Deep Learning for Genomic, Proteomic, and Metabolomic Data Integration in Precision Medicine

MetaMapR: pathway independent metabolomic network analysis incorporating unknowns

Metabox: A Toolbox for Metabolomic Data Analysis, Interpretation and Integrative Exploration

Deep metabolome: Applications of deep learning in metabolomics

Genomic, Proteomic, and Metabolomic Data Integration Strategies

Accounting for biological variation with linear mixed-effects modelling improves the quality of clinical metabolomics data

Omega-6 and omega-3 oxylipins are implicated in soybean oil-induced obesity in mice

Revisiting chloroplast genomic landscape and annotation towards comparative chloroplast genomes of Rhamnaceae

Quantifying fecal and plasma short-chain fatty acids in healthy Thai individuals

Deciphering rice metabolic flux reprograming under salinity stress via in silico metabolic modeling

Measurement of very low-molecular weight metabolites by traveling wave ion mobility and its use in human urine samples

Metabolomics and Integrative Omics for the Development of Thai Traditional Medicine

Predicting lupus membranous nephritis using reduced picolinic acid to tryptophan ratio as a urinary biomarker

ThRSDB: a database of Thai rice starch composition, molecular structure and functionality

Integrative physiological and metabolomics study reveals adaptive strategies of wheat seedlings to salt and heat stress combination

GC × GC-TOFMS metabolomics analysis identifies elevated levels of plasma sugars and sugar alcohols in diabetic mellitus patients with kidney failure

Correction: GC × GC-TOFMS metabolomics analysis identifies elevated levels of plasma sugars and sugar alcohols in diabetic mellitus patients with kidney failure

Granule morphological and structural variability of Thai certified glutinous rice starches in relation to thermal, pasting, and digestible properties

Na+ exclusion and selective transport of K+ over Na+ provided salt-adaptive mechanism in introgression lines of rice 'RD6'

exclusion and selective transport of [K.sup.+] over [Na.sup.+] provided salt-adaptive mechanism in introgression lines of rice 'RD6'

Mitochondrial oxidative stress-induced transcript variants of ATF3 mediate lipotoxic brain microvascular injury

Data processing solutions to render metabolomics more quantitative: case studies in food and clinical metabolomics using Metabox 2.0

A double-blinded, randomized, split-side, vehicle-controlled study of the efficacy of cleanser containing Acanthus ebracteatus Vahl., Suregada multiflora, and Acacia concinna in patients with atopic dermatitis: A pilot study

CRISP: a deep learning architecture for GC × GC–TOFMS contour ROI identification, simulation and analysis in imaging metabolomics

Integrated Metabolomics and Proteomics Highlight Altered Nicotinamide- and Polyamine Pathways in Lung Adenocarcinoma

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