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RESEARCH TOPIC

Research in Digital Health

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

33related research records
CURATED RESEARCH COLLECTION

Latest research in this collection

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Digital Health

Profiling Organizational AI Readiness in Thailand’s Logistics Industry Using TOE–UTAUT Features, Clustering Analysis, and Explainable Machine Learning

Artificial intelligence (AI) adoption within logistics organizations remains uneven despite increasing digital transformation initiatives in emerging economies. This study investigates respondent-perceived organizational AI readiness profil…

Journal
Information
Thai researchers
Wipada Sriwichien · Warawut Narkbunnum · Kittipol Wisaeng
Thai institutions
Mahasarakham University
Digital Health

Artificial intelligence and machine learning for detecting suicidal ideation and related suicide outcomes among adolescents: A scoping review

OBJECTIVE: This scoping review aimed to map the existing evidence on the application of artificial intelligence and machine learning in detecting suicidal ideation and related suicide outcomes, including suicide plans and suicide attempts, …

Journal
Acta Psychologica
Thai researchers
Rohman Hikmat
Thai institutions
Prince of Songkla University
Digital Health

MIF ‐ MAPMS : Enhancing identification of myelin autoantigenic peptides in multiple sclerosis through multimodal information fusion

Multiple sclerosis (MS) arises from an autoimmune response in which the immune system erroneously targets myelin autoantigens within the central nervous system, leading to myelin degradation and subsequent neurological dysfunction. Identify…

Journal
Protein Science
Thai researchers
Watshara Shoombuatong · Nalini Schaduangrat · Pramote Chumnanpuen · Lawankorn Mookdarsanit · Pakpoom Mookdarsanit
Thai institutions
Mahidol University · Kasetsart University · Chandrakasem Rajabhat University
Digital Health

Sex estimation from first rib 3D morphometry in a Thai population: Establishing baseline standards through comparative evaluation of traditional statistical and machine learning approaches

< 0.01 with Cohens d ranging from 0.57 to 1.38. Length from tubercle to rib head with d = 1.38, distance from tubercle to internal margin with d = 1.17, and weight with d = 0.94 showed strongest discrimination. Comparative analysis revealed…

Journal
HOMO
Thai researchers
Suthat Duangchit · Chanasorn Poodendaen · Narawadee Choompoo · Paakphum Niyomkit · Sakunthip Jampaain
Thai institutions
Naresuan University · Thammasat University · Khon Kaen University
Clinical Medicine

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

This umbrella review aimed to synthesize and critically appraise high-level evidence on the effectiveness of digital health interventions across the chronic kidney disease (CKD) continuum, encompassing predialysis, dialysis, and kidney tran…

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

Deep and machine learning in plant variety classification: A systematic global review of image processing approaches

The application of image processing techniques for plant variety identification has grown substantially over the past two decades, driven by the increasing availability of digital plant imagery and global focus on biodiversity conservation.…

Journal
Canadian Journal of Remote Sensing
Thai researchers
Pavit Tangwongkit · Subhankar Debnath · Avishek Datta · Sushil Kumar Himanshu
Thai institutions
Asian Institute of Technology
Digital Health

AI-Based Hybrid Deep Learning for Multiscale Red Tilapia Weight-Range Classification Using UAV Imagery

This study proposed an artificial intelligence framework for red tilapia weight-range classification from UAV-based aerial imagery using two hybrid deep learning models, namely Hybrid CNN-XGBoost and Hybrid EfficientNet-B0-XGBoost. Two imag…

Journal
AgriEngineering
Thai researchers
Pimlapat Suwannasing · M. Kaewnern · Wara Taparhudee · Roongparit Jongjaraunsuk
Thai institutions
Kasetsart University
Digital Health

Knowledge Sharing Drivers Among Legal Professionals: Insights from Thailand's Intellectual Property Law Firms

This study explores the motivations influencing knowledge sharing among lawyers and legal counsels in intellectual property (IP) law firms in Thailand. IP law firms represent a knowledge-intensive professional service context in which legal…

Journal
Electronic Journal of Knowledge Management
Thai researchers
Nopphawat Ariyahchatraweekul · Mongkolchai Wiriyapinit · Jintavee Khlaisang
Thai institutions
Chulalongkorn University
Digital Health

Translational Evaluation of Interpretable Machine Learning for Cardiovascular Risk Prediction: Calibration Decomposition, Subgroup Audits, and Decision-Utility Analysis

Cardiovascular disease risk prediction models are often evaluated primarily by discrimination, although translational decision making depends on well-calibrated probabilities, subgroup reliability, and demonstrated clinical utility at actio…

Journal
International Journal of Analysis and Applications
Thai researchers
Hathaichanok Chompoopong · Warawut Narkbunnum
Thai institutions
Mahasarakham University
Digital Health

Streamflow prediction with machine learning: evaluating predictability across hydroclimatic regimes

Accurate streamflow prediction is crucial for water resources management under increasing climate variability. This study compares the performance of Random Forest (RF) and Extreme Gradient Boosting (XGBoost) across 24 river basins with var…

Journal
Hydrological Sciences Journal
Thai researchers
S. Mohanasundaram
Thai institutions
Asian Institute of Technology
Digital Health

Explainable AI-Driven Machine Learning for Forecasting Marine Fisheries Production Using Environmental Predictors

The marine capture fisheries sector of the Philippines employs approximately 2.3 million Filipinos, yet recent declines (including a 15.3% drop in Q1 2026 production relative to Q1 2025) underscore the need for forecasting systems resolved …

Journal
Machine Learning and Knowledge Extraction
Thai researchers
Paul B. Bokingkito · Krisanadej Jaroensutasinee · Mullica Jaroensutasinee
Thai institutions
Walailak University
Digital Health

Artificial Intelligence in the Construction Industry in India: Opportunities, Challenges Future Prospects

The construction industry in India, a key driver of economic growth contributing significantly to GDP and employment, faces persistent issues such as project delays, cost overruns, labour shortages, safety concerns, and low productivity. Ar…

Journal
International Journal of Latest Technology in Engineering Management & Applied Science
Thai researchers
Mr.Paresh Mistry · Mr.Siddharth Shah · Mr. Subhrata Biswal
Thai institutions
Suratthani Rajabhat University
Digital Health

Opportunistic Osteoporosis Screening from Routine Knee Radiographs Using a Multi-Stage CNN Framework with External Validation

Background/Objectives: Osteoporosis is a major public health concern associated with increased fracture risk and reduced quality of life if not detected at an early stage. Automated analysis of knee X-ray images using artificial intelligenc…

Journal
Journal of Clinical Medicine
Thai researchers
Nitiphoom Sinnathakorn · Chanon Fahpinyo · Watcharaporn Cholamjiak · Suthep Suantai
Thai institutions
University of Phayao · Chiang Mai University
Digital Health

Digital Health Literacy, Health Literacy, and Self-Care Behaviors for PM2.5 Protection: Implications for Sustainable Well-Being in Thailand

Fine particulate matter with an aerodynamic diameter of 2.5 μm or smaller (PM2.5) is a major environmental health risk that threatens individuals’ health, quality of life, and sustainable well-being. In the digital era, protective behaviors…

Journal
Sustainability
Thai researchers
Bovornpot Choompunuch · Phannee Rojanabenjakun · Veena Chantarasompoch · Jutatip Sillabutra · Jirawan Ninjeam
Thai institutions
Mahasarakham University · Shinawatra University · Mahidol University · Suan Sunandha Rajabhat University
Digital Health

When ethical frameworks meet reality: Unexamined gaps in the deployment of AI tools for mental health care

The use of artificial intelligence in mental health services is experiencing rapid development and is increasingly widespread across clinical, community, and digital service contexts (Bickman, 2020...

Journal
Journal of Mental Health
Thai researchers
Rohman Hikmat · Kittikorn Nilmanat · Jintana Damkliang
Thai institutions
Prince of Songkla University
digital-health

Translational Evaluation of Interpretable Machine Learning for Cardiovascular Risk Prediction: Calibration Decomposition, Subgroup Audits, and Decision-Utility Analysis

Cardiovascular disease risk prediction models are often evaluated primarily by discrimination, although translational decision making depends on well-calibrated probabilities, subgroup reliability, and demonstrated clinical utility at actio…

Journal
International Journal of Analysis and Applications
Thai institutions
Mahasarakham University
digital-health

Sex estimation from first rib 3D morphometry in a Thai population: Establishing baseline standards through comparative evaluation of traditional statistical and machine learning approaches

< 0.01 with Cohens d ranging from 0.57 to 1.38. Length from tubercle to rib head with d = 1.38, distance from tubercle to internal margin with d = 1.17, and weight with d = 0.94 showed strongest discrimination. Comparative analysis revealed…

Journal
HOMO
Thai institutions
Naresuan University
digital-health

Artificial Intelligence in the Construction Industry in India: Opportunities, Challenges Future Prospects

The construction industry in India, a key driver of economic growth contributing significantly to GDP and employment, faces persistent issues such as project delays, cost overruns, labour shortages, safety concerns, and low productivity. Ar…

Journal
International Journal of Latest Technology in Engineering Management & Applied Science
Thai institutions
Suratthani Rajabhat University