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RESEARCH TOPIC

Research in Digital Health

AI, health data, digital tools, and innovation connecting technology with health services.

72related research records
CURATED RESEARCH COLLECTION

Latest research in this collection

Ordered by latest publication date

Digital Health

Multi-objective optimization and deep learning-based design of base-isolated structures with tuned inerter dampers under near-fault ground motions

Near-fault pulse-like ground motions (NPGMs) can significantly amplify the seismic response of base-isolated structures (BIS). Achieving optimal simultaneous control of both displacement and acceleration in BIS under varying ground motions …

Journal
Structures
Thai researchers
Yang Liu · Dewen Liu
Thai institutions
Krirk University
Digital Health

Temporally Robust Rainfall Classification from Radiosonde-Derived Atmospheric Instability Indices: A Machine Learning Approach with SHAP Interpretability

We evaluate binary rainfall occurrence classification in southern Thailand using 00 UTC radiosonde profiles from Phuket Airport and rainfall observations at Phuket, Krabi, Takua Pa (Phang-nga) and Nakhon Si Thammarat. Of 2631 soundings from…

Journal
Meteorology
Thai researchers
Thanayut Changruenngam · Rattana Prommai · Suruswadee Nanglae · Weerapon Naitip · Hathaiwan Yodsuwan
Thai institutions
Chiang Rai Rajabhat University · University of Phayao · Thai Health Promotion Foundation
Digital Health

Data-Driven Machine Learning for Uncertainty-Aware Strength Modeling in FDM Additive Manufacturing: A Probabilistic Framework for Reliability-Based Process Optimization of PETG Parts

Fused deposition modeling (FDM) parts show condition-dependent variability in ultimate tensile strength (UTS), yet most machine learning (ML) studies report only deterministic point estimates, limiting use in safety-critical design. This wo…

Journal
Journal of Manufacturing and Materials Processing
Thai researchers
Mana Saedan · Watcharapong Tachajapong
Thai institutions
Chiang Mai University
Multidisciplinary

Digital health capacity building across health workforce and education sector in the WHO European region

Abstract Disparities in digital capacity building across countries highlight the need for global upskilling. This study examined digital health capacity building across policy, workforce, and pre-service education domains across 53 countrie…

Journal
npj Digital Medicine
Thai researchers
Wiriya Mahikul
Thai institutions
Chulabhorn Royal Academy
Digital Health

Land Use Change, Flood Exposure, and Vegetation Stress in the Chi River Basin, Northeast Thailand: A Multi-Temporal Remote Sensing and Machine Learning Assessment

Climate change has intensified hydrological extremes in Southeast Asia, yet the relationships between land use change, flood exposure, and vegetation stress remain poorly understood in tropical floodplain environments. This study assessed l…

Journal
Sustainability
Thai researchers
Jiradech Majandang · Patiwat Littidej · Benjamabhorn Pumhirunroj
Thai institutions
Mahasarakham University · Sakon Nakhon Rajabhat University
Digital Health

Basalt Fiber‐Reinforced Thermosetting Polymer Composites: A Critical Review of Fiber Properties, Interfacial Engineering, Hybridisation, Durability, and Applications

ABSTRACT Basalt fiber‐reinforced polymer (BFRP) composites have emerged as a promising, environmentally responsible alternative to conventional glass fiber (GF) and carbon fiber (CF) composite systems. Produced from natural volcanic basalt …

Journal
Journal of Vinyl and Additive Technology
Thai researchers
Laongdaw Techawinyutham · Sanjay Mavinkere Rangappa · Suchart Siengchin
Thai institutions
King Mongkut's University of Technology North Bangkok
Digital Health

From Pixels to Chemical Knowledge: Interpreting Ion Mobility-Enabled Multidimensional Mass Spectrometry Imaging

Abstract Mass spectrometry imaging (MSI) is an advancing platform that enables the spatial mapping of molecular features directly onto tissue sections. The chemical profile is scanned pixel by pixel: analytes are ionized at each position an…

Journal
ACS Measurement Science Au
Thai researchers
Kittisak Taoma · Pattipong Wisanpitayakorn · Kwanjeera Wanichthanarak · Sakda Khoomrung
Thai institutions
Siriraj Hospital · Mahidol University
Digital Health

Early Classification of Impact- and Vibration-Induced Bruising in ‘Glom Sali’ Guava Using RGB Imaging and Deep Learning

Mechanical damage is a major cause of postharvest quality deterioration in guava, and early discrimination of bruises caused by impact and vibration remains challenging due to visually indistinguishable peel bruising. This study investigate…

Journal
Agriculture
Thai researchers
Rattapon Saengrayap · Sujitra Arwatchananukul · Wacharawan Intayoad · Chayapol Kamyod · Saowapa Chaiwong
Thai institutions
Mae Fah Luang University
Digital Health

ChemAIFlow: a scalable and interpretable applied-AI framework for high-dimensional data analytics in health informatics

Purpose The study addresses operational demands for scalable artificial intelligence frameworks in high-dimensional affinity prediction. Current computational solutions prioritize architectural complexity over interpretability. Architectura…

Journal
Applied Computing and Informatics
Thai researchers
Chairote Yaiprasert · Natthanan Na Prasit
Thai institutions
Walailak University
Digital Health

Long-tailed acoustic-emission-based structural condition recognition in marine steel structures via cross-state residual injection

Marine steel structures endure cyclic loading throughout their service life. Acoustic emission (AE) is an effective passive non-destructive testing technique. It captures transient elastic waves released during damage evolution in real time…

Journal
Ocean Engineering
Thai researchers
Magd M. Abdel Wahab
Thai institutions
Chulalongkorn University
Digital Health and Dental Education

Virtual Reality–Based Mirror Guidance for Indirect Vision Training in Minimally Invasive Endodontic Access Cavity Preparation Among Dental Students: Randomized Controlled Crossover Trial

A randomized crossover trial with 30 fourth-year preclinical dental students compared verbal, visual, haptic, and no VR mirror guidance during simulated maxillary-molar access preparation. Each guidance mode reduced the outcome error score …

Journal
JMIR Serious Games
Thai researchers
Unthitar Suranin · Siriwan Suebnukarn · Peter Haddawy · Myat Su Yin · Panuroot Aguilar
Thai institutions
Thammasat University · Mahidol University
Digital Health

Solar-driven activated carbon/g-C3N4/Fe2WO6 nanocomposites for efficient dye degradation with machine learning-guided optimization and ecotoxicological assessment

An affordable Activated Carbon/g-C 3 N 4 /Fe 2 WO 6 nanocomposites (ACNFeW NCs)-based solar-driven photocatalyst was developed for environmental remediation and toxicity applications. The degradation of Congo Red (CR), Methylene Red (MR), a…

Journal
Journal of Water Process Engineering
Thai researchers
Arumugam Priyadharsan · Thangavel Pradeep · Krishnan Raguvaran · Paramasivam Shanmugam · Rajendran Ranjith
Thai institutions
Thammasat University · Chulalongkorn University · Rajamangala University of Technology
Digital Health

AI-assisted optimization of multifunctional cement mortar incorporating banana peel-derived activated carbon

Multifunctional cement mortars combining mechanical performance with aqueous formaldehyde (HCHO) adsorption offer a promising route toward functional and sustainable construction materials, yet balancing these functions remains challenging.…

Journal
Construction and Building Materials
Thai researchers
Watcharaporn Charoensuk · Chanachai Thongchom · Jidsucha Darayen
Thai institutions
Thammasat University
Digital Health

Asymmetric Vegetation Responses to Flood Exposure in the Chi River Basin: A Multi-Temporal Remote Sensing and Machine Learning Investigation

Flooding and drought alternate in many tropical floodplains, but how vegetation responds to both hazards over multiple years remains poorly quantified. We examined vegetation–flood associations in the Chi River Basin, Northeast Thailand, dr…

Journal
Symmetry
Thai researchers
Jiradech Majandang · Patiwat Littidej · Benjamabhorn Pumhirunroj
Thai institutions
Mahasarakham University · Sakon Nakhon Rajabhat University
Digital Health

Deep learning–based multispectral seed classification for detecting adulteration in KDML-105 rice

This study aimed to develop and evaluate Deep Learning models for detecting varietal contamination in KDML-105 jasmine rice seeds using multispectral imaging and seed morphological features. Four rice varieties—KDML-105 and three Non–KDML-1…

Journal
Engineering and Applied Science Research
Thai researchers
Khunnithi Doungpueng · Jirasin Prueksawan · Lalita Panduangnat · Anuradee Kirichee · Jetsada Posom
Thai institutions
Rajamangala University of Technology Isan, Khon Kaen Campus · Khon Kaen University
Digital Health

Benchmarking tree-based machine learning surrogates for the coupled Luikov heat and mass transfer system

Replacing repeated high-quality simulations with a fast surrogate is central to parametric studies, sensitivity analyses, and inverse design of coupled transport systems, yet the relative merits of tree-based ensembles for this task remain …

Journal
Journal of Applied Research on Science and Technology (JARST)
Thai researchers
Pakorn Thongkhumsan · Somboon Sukpancharoen
Thai institutions
Khon Kaen University
Digital Health

Social and technical drivers of traditional craftspeople’s continuance intention to use AI-generated content systems: a mixed SEM–fsQCA study

This study investigates the interplay between social and technological factors affecting traditional craftspeople’s ongoing willingness to utilize generative artificial intelligence (AIGC) tools, specifically text-based models and image gen…

Journal
Humanities and Social Sciences Communications
Thai researchers
Xuemei Sun
Thai institutions
National Institute of Development Administration
Digital Health

Assessment of nitrogen status and spatial distribution to enhance growth and inflorescence quality in Dendrobium Sonia ‘Earsakul’ using near-infrared hyperspectral imaging

Nitrogen is an essential macronutrient for the growth and quality of cut orchids, and both its deficiency and excess adversely affect plant vigour and inflorescence quality. This study evaluated nitrogen concentration in Dendrobium Sonia ‘E…

Journal
The Journal of Horticultural Science and Biotechnology
Thai researchers
Pacharaphon Chiangngoen · Supatida Abdullakasim · Anupun Terdwongworakul · Sirinad Noypitak
Thai institutions
Kasetsart University
Digital Health

From cross-border power links to a digitalized regional market: A critical review of the ASEAN power grid as a catalyst for decarbonization

Southeast Asia faces a critical energy trilemma of rapidly rising electricity demand, persistent fossil fuel dependence, and increasingly ambitious decarbonization targets. The Association of Southeast Asian Nations (ASEAN) Power Grid (APG)…

Journal
Renewable and Sustainable Energy Reviews
Thai researchers
Boonyang Plangklang
Thai institutions
Rajamangala University of Technology
Digital Health

A hybrid finite element–machine learning framework for predicting the ultimate moment capacity of stiffened cellular steel beams under bending test

Cellular steel beams (CSBs) provide structural efficiency through circular web openings, but these openings also induce stress redistribution and local instability. This study investigates simply supported stiffened CSBs under a central poi…

Journal
Journal of Structural Integrity and Maintenance
Thai researchers
Irwan Afriadi · Worathep Sae‐Long · Chanachai Thongchom
Thai institutions
Thammasat University · University of Phayao
Digital Health

Advances in Cubosome-Based Transdermal Delivery: Structural Design, Manufacturing, and Engineering Strategies

Abstract Cubosomes are third-generation lipidic nanocarriers characterized by bicontinuous cubic liquid-crystalline nanostructures and exceptionally high internal surface areas. These architectures enable the encapsulation of hydrophilic, h…

Journal
ACS Omega
Thai researchers
Maxius Gunawan · Romchat Chutoprapat
Thai institutions
Chulalongkorn University
Digital Health

Complementary techniques for investigating the molecular dynamics of uncrystallized water

Uncrystallized water (UCW) refers to the fraction of water in hydrated materials that remains uncrystallized upon cooling. Rather than forming bulk ice, this water retains molecular mobility even below the nominal freezing point. In polymer…

Journal
Frontiers in Analytical Science
Thai researchers
Kitsakorn Locharoenrat
Thai institutions
King Mongkut's Institute of Technology Ladkrabang
Digital Health

Machine learning-based solar radiation prediction across heterogeneous climatic zones using NASA POWER data: a case study in Nigeria

Accurate prediction of solar radiation is essential for renewable energy planning, climate analysis, and agricultural productivity. Solar radiation data are required for the evaluation of solar power generation potential and crop water requ…

Journal
Frontiers in Artificial Intelligence
Thai researchers
Laemthong Laokhongthavorn · Viroon Kamchoom
Thai institutions
King Mongkut's Institute of Technology Ladkrabang
Digital Health and Nutrition

Two-Stage Model Classifies 46 Produce and Vegetable-Dish Categories at 92.43% Top-1 Accuracy, but Lacks On-Device Validation

The study developed a two-stage ThaiSook pipeline: a binary model first rejects non-produce images, after which a multiclass model identifies 43 fruit and vegetable types and three vegetable-heavy dishes. The 40,595-image dataset contained …

Journal
Frontiers in Public Health
Thai researchers
Decho Surangsrirat · Panyawut Sri-iesaranusorn · Polathep Vichitkunakorn
Thai institutions
National Science and Technology Development Agency (NSTDA) · Prince of Songkla University
Digital Health

Coverage-path-planned autonomous UAV inspection for deep learning-based corrosion grading of steel railway bridges

Steel railway bridges require repeatable inspection methods capable of resolving spatially heterogeneous corrosion while reducing dependence on difficult-access surveys and continuous manual flight control. This study presents RustScan-DL/U…

Journal
Scientific Reports
Thai researchers
Wiwat Rintrawong · Pobporn Danvirutai · Chavis Srichan · Korb Srinavin
Thai institutions
Khon Kaen University
Digital Health

MXene/g-C₃N₄ hybrid systems: Strategies for the development of multiple applications with artificial intelligence-driven optimization: A comprehensive review

Among the other carbon nitrides, graphitic carbon nitride (g-C₃N₄) is an economically viable, chemically stable, and thermally stable visible light-driven photocatalyst with an appropriate band gap of ∼2.7 eV. However, its application is cu…

Journal
Next Materials
Thai researchers
Muhammad Qasim
Thai institutions
Walailak University
Digital Health

การเรยนรเชงลกเพอเพมความแมนยำและลดเวลาหนวงของการพยากรณขอมลอนกรมเวลา

การพยากรณ์อนุกรมเวลาเป็นสิ่งสำคัญในยุคปัจจุบัน ทั้งในด้านการพยากรณ์อากาศ การเงิน และอื่น ๆ โดยเฉพาะการพยากรณ์ราคาทองคำที่มีความซับซ้อนสูงเนื่องจากได้รับอิทธิพลจากปัจจัยทางเศรษฐกิจอย่างมาก แม้ว่าในปัจจุบันจะมีการศึกษาเกี่ยวกับวิธีการพยากรณ์ร…

Journal
Journal of Computer and Creative Technology
Thai researchers
ณภัทร จงกล
Thai institutions
Dhurakij Pundit University
Digital Health

Estimating Canopy Isoprene Concentrations over a Deciduous Dipterocarp Forest in Northern Thailand Using a Calibrated Box Model and Physics-Informed Machine Learning: A Pilot Study

Deciduous dipterocarp forests (DDFs), widespread in mainland Southeast Asia, are potentially important yet poorly quantified sources of isoprene, a dominant biogenic VOC and ozone/aerosol precursor, and observation-based estimates are essen…

Journal
Atmosphere
Thai researchers
Anchisa Phaichot · Teerachai Amnuaylojaroen · Phakinee Kayong · Radshadaporn Janta · Vanisa Surapipith
Thai institutions
University of Phayao · National Astronomical Research Institute of Thailand · Chiang Mai University · UNICEF East Asia and Pacific Regional Office
Digital Health

SEEK-Policy: a data-driven cross-modal retrieval framework for climate policy recommendation

Timely and context-sensitive climate policy recommendation requires intelligent systems that can seam-lessly integrate evolving environmental trends with domain-specific knowledge. However, existing tools rely predominantly on static keywor…

Journal
PeerJ Computer Science
Thai researchers
Panon Latcharote · Tipajin Thaipisutikul
Thai institutions
Mahidol University
Digital Health

Identification of effective machine learning models for predicting the compressive strength of cold-formed steel Z-shaped profiles

The excellent strength-to-weight ratio, ease of manufacturing, and cost-effectiveness of cold-formed steel (CFS) sections make them popular in structural applications. The Direct Strength Method (DSM) is widely used to predict CFS member st…

Journal
Journal of Structural Integrity and Maintenance
Thai researchers
Pradeep Thangavel · Sumit Kumar · Jirapon Sunkpho · Warit Wipulanusat
Thai institutions
Thammasat University
Digital Health

Natural rubber stretching band-assisted micro-break interventions for enhancing biomechanical performance and autonomic balance during simulated office work

Prolonged sedentary behavior and static muscle loading during extended office work significantly escalate the risk of musculoskeletal disorders and cardiometabolic decline. An active micro-break associating these risks and the implementatio…

Journal
Materials Today Communications
Thai researchers
Nabil Hayeemasae · Nureeyah Jehsoh · Warangkana Radchumrong · Nifareeda Samerphob
Thai institutions
Prince of Songkla University
Digital Health

Multispectral Imaging Combined with Tree-Based Ensemble Classifiers for Non-Destructive Varietal Purity Assessment of KDML-105 Rice Seed

Certified seed purity is a prerequisite for sustaining the agronomic performance and commercial value of Khao Dawk Mali 105 (KDML-105), Thailand’s premium aromatic rice; however, conventional inspection methods are destructive, labour-inten…

Journal
AgriEngineering
Thai researchers
Khunnithi Doungpueng · Jirasin Prueksawan · Lalita Panduangnate · Prasit Somjinda · Jetsada Posom
Thai institutions
Rajamangala University of Technology Isan · Khon Kaen University
Digital Health

Organisational Culture and Healthcare Workforce Performance in Vietnam: The Mediating Roles of Knowledge Sharing and Digital Transformation

BACKGROUND: Healthcare access in Vietnam confronts regional disparities and rising demand, requiring collaborative policies and strong workforce performance to guarantee effective and affordable services. This study scrutinises how organisa…

Journal
Healthcare
Thai researchers
Ngoc Doan Thu Vuong · Vissanu Zumitzavan · Grichawat Lowatcharin
Thai institutions
Khon Kaen University
Digital Health

Identifying Potassium-Associated Ecological Transition Zones for Mimosa pigra Invasion Using Explainable Machine Learning and Bayesian Inference

Invasive alien plant species (IAPS) are among the leading drivers of global biodiversity loss and ecosystem degradation, particularly in vulnerable wetland ecosystems where they disrupt ecological processes and diminish ecosystem services […

Journal
Biology
Thai researchers
Bhuvadol Gomontean · Khemmanant Khamthong
Thai institutions
Mahasarakham University
Digital Health

Electroencephalography-Based Emotion Recognition Using Auditory Stimulation for Affective Brain–Computer Interfaces

Although electroencephalography (EEG)-based emotion recognition is a promising approach for affective brain–computer interface (BCI) applications, substantial inter-subject variability continues to limit its generalizability. This study pro…

Journal
Sensors
Thai researchers
Charoenporn Bouyam · Nannaphat Siribunyaphat · Yunyong Punsawad
Thai institutions
Walailak University
Digital Health

A Non-Destructive Acoustic Tapping System with Deep Learning for Pineapple Juiciness Classification in Postharvest Quality Assessment

Non-destructive fruit quality assessment is essential for improving consistency, scalability, and objectivity of postharvest decision-making. This study presents a deep learning-assisted acoustic tapping system for classifying pineapple jui…

Journal
AgriEngineering
Thai researchers
Suphachai Phawiakkharakun · Sunee Pongpinigpinyo
Thai institutions
Silpakorn University
Digital Health

Research on the Construction of Core Competence Framework for the Smart Health Care and Elderly Care Service and Management Major Driven by Digital Technology

The construction of the core capability system for intelligent health elderly care management services provides precise guidance for professional talent cultivation. This research was carried out through four stages of actions. In the first…

Journal
International Journal of Computer Information Systems and Industrial Management Applications
Thai researchers
Diyue Zhong · Ananya Manit · Sumate Sathitbun-anan · Pasinpong Souppornsingh · Mukda Tosaeng
Thai institutions
Shinawatra University
Digital Health

Comparative Evaluation of Machine Learning Algorithms for Predicting Soil Wetting Front Dynamics Under Drip Irrigation System

Accurate prediction of wetted width and wetted depth is essential for optimizing water use efficiency in drip irrigation systems. Existing empirical models are often restricted to specific soil textures and cannot adequately capture the com…

Journal
Hydrology
Thai researchers
Natdanai Sinsamutpadung · Laemthong Laokhongthavorn · Viroon Kamchoom‬
Thai institutions
King Mongkut's Institute of Technology Ladkrabang
Digital Health

Smart Geospatial Analytics for Maladaptation Hotspot Detection: Integrating Trajectory Classification, Random Forest, and SHAP

Flooding is among the most frequent and damaging natural hazards globally, yet the population dynamics of repeatedly flooded areas remain poorly understood, particularly the phenomenon of maladaptation population growth in hazard-prone zone…

Journal
Sensors
Thai researchers
Nutchanat Buasri · Patiwat Littidej · Benjamabhorn Pumhirunroj · Kaveepoj Banluewong
Thai institutions
Mahasarakham University · Sakon Nakhon Rajabhat University
Digital Health

Lightweight Deep Learning Models for Six-Stage Maturity Classification of Arabica Coffee Cherries Using RGB Imaging

Selective harvesting and postharvest grading for premium Arabica coffee production rely on the maturity of coffee cherries. Conventional visual assessment is subjective, labor-intensive, and difficult to standardize. This study developed an…

Journal
Smart Agricultural Technology
Thai researchers
Phuangphet Hemrattrakun · Phonkrit Maniwara · Nuttapon Khongdee · Krit Khetanun · Thanchanok Yosen
Thai institutions
Chiang Mai University · Maejo University
Digital Health

Machine Learning for Second‐ and Third‐Harmonic Generation: Benchmarks, Challenges, and a Roadmap for Data‐Driven Photonic Materials

ABSTRACT Nonlinear optical (NLO) processes, particularly second‐ and third‐harmonic generation (SHG and THG), are central to modern photonics, enabling frequency conversion, ultrafast signal processing, and nonlinear imaging technologies. T…

Journal
Advanced Theory and Simulations
Thai researchers
Ramin Khezri
Thai institutions
Chulalongkorn University
Digital Health

An IoT-enabled machine learning framework for planning and optimization of melon cultivation systems

The farming industry of melons, which produces over 28 million tons annually, is confronted with major challenges regarding environmental changes and the lack of proper planning tools. In this study, the researchers seek to examine the appl…

Journal
Journal of Open Innovation Technology Market and Complexity
Thai researchers
Parinya Natho · Likit Chamuthai · Patumwadee Bounguleaum · Sangtong Boonying · Nantiya Tantidontanet
Thai institutions
Rajamangala University of Technology Isan
Digital Health

Green Electrochemical Nano-Biosensors for Sustainable Arsenic Speciation and Monitoring

Arsenic contamination in food and water remains a major global health issue, particularly across South and Southeast Asia. Although advanced analytical methods such as ICP-MS and GFAAS offer high sensitivity and precision, they are costly, …

Journal
Critical Reviews in Analytical Chemistry
Thai researchers
Omar Ramadan · Waleed Alahmad · Charoenkwan Kraiya
Thai institutions
Chulalongkorn University
Digital Health

Strong Convergence of a Unified Family of Shrinking Double Inertial Iterative Frameworks with Application to Air Quality Prediction

In this paper, we propose a shrinking double inertial framework for approximating common fixed points of a countable family of quasi-nonexpansive mappings in Hilbert spaces. The framework combines a shrinking projection technique with a dou…

Journal
Mathematics
Thai researchers
Watcharaporn Cholamjiak · Thanwarat Butsan · Chalongchai Klanarong
Thai institutions
University of Phayao · Chiang Rai Rajabhat University · Mahasarakham University
Digital Health

A forecast model for ionospheric TEC during solar flare events based on low-latitude GPS stations data

Solar flares can strongly disturb the ionosphere and significantly affect radio communication and satellite navigation systems. In this paper, the Ionospheric responses to four X-class solar flare events that occurred during the 25th solar …

Journal
Scientific Reports
Thai researchers
Punyawi Jamjareegulgarn · Prasert Kenpankho · Supawit Nambut · P. Wongsak
Thai institutions
King Mongkut's Institute of Technology Ladkrabang
Digital Health

Spatio-Temporal Machine Learning for Flood Risk Assessment Under SSP Scenarios: A Case Study of Maha Sarakham, Thailand

Flooding is a destructive natural hazard intensified by climate change, posing challenges to sustainable disaster risk management. This study developed and evaluated machine learning models for flood severity prediction within a hexagonal g…

Journal
Sustainability
Thai researchers
Narueset Prasertsri · Patiwat Littidej · Benjamabhorn Pumhirunroj
Thai institutions
Mahasarakham University · Sakon Nakhon Rajabhat University
Digital Health

An analogical argumentation framework for argumentative local explainers

A local explanation method (LE) in explainable artificial intelligence (XAI) is basically a two-step procedure: first construct a naively explainable model approximating the black-box model in need of explanations; then extract an explanati…

Journal
Argument & Computation
Thai researchers
Nguyen Duy Hung · Thanaruk Theeramunkong
Thai institutions
Thammasat University · The Royal College Of Anesthesiologists Of Thailand
Digital Health

Supporting Traditional Manual Software Process With Aiware

The widespread use of artificial intelligence (AI) has been applied in many areas of application, including software engineering. In this practice-oriented study, AIware is adopted to build a traditional human-directed software model to eli…

Journal
International Journal of Service Science Management Engineering and Technology
Thai researchers
Nalinee Sophatsathit
Thai institutions
Suan Sunandha Rajabhat University
Digital Health

Integrated Hydro-Hazard Index (HHI) for Drought-Flood Risk Assessment: A Multi-Temporal Machine Learning Approach

Climate change is intensifying hydrological extremes, yet most frameworks assess drought and flood hazards independently, limiting integrated risk management. This study proposes a two-dimensional analytical framework to characterize the dr…

Journal
Sustainability
Thai researchers
Nutchanat Buasri · Patiwat Littidej · Benjamabhorn Pumhirunroj · Jatuphum Juanchaiyaphum
Thai institutions
Mahasarakham University · Sakon Nakhon Rajabhat University
Digital Health

Spatial Asymmetry in Topographic Controls on Flood Intensity: A Machine Learning Investigation of the Chi River Floodplain, Thailand

Understanding how landscape form influences inundation severity remains central to flood hazard assessment, yet many assumed relationships lack empirical scrutiny. We investigated whether five topographic attributes—elevation, slope, topogr…

Journal
Symmetry
Thai researchers
Nutchanat Buasri · Patiwat Littidej · Benjamabhorn Pumhirunroj
Thai institutions
Mahasarakham University · Sakon Nakhon Rajabhat University
Digital Health

Optimizing compression after impact prediction in CFRP using machine learning combined with classical composite laminate theory, SHAP analysis

The aerospace industry increasingly relies on modeling to accelerate composite structure development. While finite element methods (FEM) effectively simulate impact damage in carbon fiber-reinforced polymers (CFRPs), they demand specialized…

Journal
Journal of Composite Materials
Thai researchers
L. Mezeix
Thai institutions
Burapha University
Digital Health

Lightweight Deep Learning with Intra-Class Half-Mixing and Geometric Augmentation for Imbalanced Oil Palm Fresh Fruit Bunch Ripeness Classification

The precision of oil palm fresh fruit bunch (FFB) ripeness classification directly determines the extraction efficiency and chemical quality of the resulting crude palm oil (CPO). Traditional manual inspection at reception ramps remains lab…

Journal
AgriEngineering
Thai researchers
Hadee Madadum · Kanjana Haruehansapong
Thai institutions
Walailak University
Digital Health

Physics-Guided CFD–ML Framework for Sustainable Classical Wire Coating with Power-Law Fluids

This study presents an integrated Computational Fluid Dynamics (CFD) and machine learning framework for analyzing and optimizing classical wire coating processes involving non-Newtonian power-law fluids. A two-dimensional axisymmetric CFD m…

Journal
Eng—Advances in Engineering
Thai researchers
Kriengkrai Nabudda · P. Poungthong · Wirote Ritthong
Thai institutions
King Mongkut's Institute of Technology Ladkrabang · Shinawatra University
Digital Health

Deciphering the Structural Dynamics of Chicken Albumin through Molecular Dynamics Simulations and Deep Learning

High Resolution Image Download MS PowerPoint Slide Serum albumin (SA), the most abundant protein carrier in blood plasma, is a major allergen source. Chicken serum albumin (CHSA) is associated with chicken meat allergy due to its cross-reac…

Journal
ACS Omega
Thai researchers
Darunee Traiphothon · Veerasit Kaewbundit · Jitti Niramitranon · Papis Wongchaisuwat · Prapasiri Pongprayoon
Thai institutions
Kasetsart University
Digital Health

Unifying the hallmarks of major depression through neuroimmune–metabolic–oxidative (NIMETOX) dysregulation: a mechanistic systems framework

This mechanistic review integrates three decades of work into a neuroimmune-metabolic-oxidative framework linking immune activation, tryptophan, iron and lipid metabolism, oxidative stress, and reduced neuroprotection in severe major depres…

Journal
Cellular and Molecular Immunology
Thai researchers
Michaël Maes
Thai institutions
King Chulalongkorn Memorial Hospital
Digital Health

GAN-Augmented Radiomics and Machine Learning for Post-Therapy GBM Progression Assessment

This AI study analyses multiparametric MRI from 58 glioblastoma patients to distinguish true progression from pseudoprogression, comparing handcrafted radiomics, Vision Transformer features and hybrids while using CT-GAN for class imbalance…

Journal
Journal of Korean Neurosurgical Society
Thai researchers
Navneet Kumar Dubey
Thai institutions
Shinawatra University
Digital health

Development of an expert-annotated chest X-ray dataset to support AI validation in tuberculosis diagnosis

The study assembled 1,097 chest radiographs from five institutions and 3,117 interpretations by six NIOSH-certified B readers. Participants were at least 15 years old, while people with HIV or opportunistic infection were excluded. Readings…

Journal
Insights into Imaging
Thai researchers
Wiwatana Tanomkiat · Thammasin Ingviya · Sitthichok Chaichulee · Patinya Yutchawit · Chiawchan Thuncharoenkanka
Thai institutions
Prince of Songkla University · Mahasarakham University · Udon Thani Hospital · ChiangRai Prachanukroh Hospital
Digital health

Thai Dental Students' Perspectives on Teledentistry: A Cross-Sectional Analysis

A 35-item electronic survey compared preclinical and clinical students across opinions, practices, attitudes and barriers. Respondents generally perceived teledentistry as useful for access to oral care and patient monitoring.

Journal
European Journal of Dentistry
Thai researchers
Yousuf Moosa · Rattapong Owasitth · Lakshman Samaranayake · Pagaporn Pantuwadee Pisarnturakit
Thai institutions
Chulalongkorn University
Digital health

Artificial Intelligence in Dental Education: Overview of Teaching, Assessment and Academic Performance Prediction

The review searched PubMed and Scopus for studies published between November 2014 and March 2026 and included 42 publications. Applications covered teaching and learning, assessment and academic-performance prediction, including chatbots, s…

Journal
International Dental Journal
Thai researchers
Supachai Chuenjitwongsa · Tanit Arunratanothai · Paak Rewthamrongsris · Piyamas Sumrejkanchanakij · Kanoknadda Tavedhikul
Thai institutions
Chulalongkorn University
Digital health and chronic kidney disease

Efficacy and implementation of digital health interventions in chronic kidney disease: an umbrella review of systematic evidence

An umbrella review of 16 systematic reviews and meta-analyses across predialysis, dialysis and transplant populations found more consistent benefits for adherence, diet and fluid management, self-efficacy, psychological well-being and quali…

Journal
Kidney Research and Clinical Practice
Thai researchers
Ting Deng · Nonglak Methakanjanasak
Thai institutions
Khon Kaen University