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EDITORIAL DEEP DIVES

In-depth research analyses

Source-verified editorial analyses, ordered by latest publication date

1,037 analyses
AI and cardiovascular risk81IMPACT SIGNAL
Evidence of global relevance

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

An evaluation of 308,774 records compared cardiovascular-risk models. Histogram gradient boosting achieved PR-AUC 0.3177, AUROC 0.8407 and Brier score 0.0633, alongside subgroup calibration and decision-utility audits.

Thai researchersHathaichanok Chompoopong · Warawut Narkbunnum
Education89IMPACT SIGNAL
Evidence of global relevance

Implementing Cultural Existentialism Pedagogy in Early Childhood Education: Evidence from Chinese Kindergarten Teachers and Supervisors

The study examined cultural-existentialism pedagogy in Chinese kindergartens using questionnaires from 500 teachers and 252 supervisors and interviews with 30 participants from each group. Both groups reported needs for confidence, professional development and institutional support.

Thai researchersYingYing Zhao · Panjanat Vorawattanachai · Yudhi Arifani
Competency-based curriculum85IMPACT SIGNAL
Evidence of global relevance

Developing a Stakeholder-Informed Competency-Based Curriculum: A Structural Alignment Model in Teacher Education

A music teacher-education case combined data from 82 stakeholders with curriculum documents to align Outcome-Based Education and AUN-QA. It identified gaps between expected and perceived competencies and proposed a model connecting program outcomes, course mapping and assessment.

Thai researchersPitsanu Boonsrianan · Warakorn Seeyo · Suradit Phaksuchon · Kittikun Jungate · Suthasinee Theerapan
Pulmonary oncology85IMPACT SIGNAL
Evidence of global relevance

Combined indwelling pleural catheter with thoracoscopic talc poudrage for malignant pleural effusion management: a randomized non-inferiority trial

In a 38-patient randomised trial, thoracoscopic talc poudrage plus an indwelling pleural catheter achieved 89.5% 12-week pleurodesis versus 68.4% with talc alone and met the non-inferiority criterion. Median stay was one versus four days.

Thai researchersJitanong Sootlek · Nophol Leelayuwatanakul · Virissorn Wongsrichanalai · Thitiwat Sriprasart · Vorawut Thanthitaweewat
Emergency cardiology85IMPACT SIGNAL
Evidence of global relevance

Acute heart failure in a tertiary emergency department in Thailand: clinical characteristics and factors associated with in-hospital mortality

Among 902 acute-heart-failure patients in Srinagarind Hospital's emergency department, in-hospital mortality was 6.0%. After adjustment, the need for inotropic support was the only independently associated factor, with an adjusted odds ratio of 3.97.

Thai researchersThanat Tangpaisarn · Praew Kotruchin · Pariwat Phungoen · Wanaporn Sirikajornroj · Thapanawong Mitsungnern · Marturod Buranasakda · Nattapat Serewiwattana
Kidney stone biology85IMPACT SIGNAL
Evidence of global relevance

Lactobacillus acidophilus abolishes oxalate-mediated renal epithelial barrier disruption and calcium oxalate monohydrate crystal adhesion to renal epithelial cells

In a renal epithelial cell model, sodium oxalate disrupted barrier integrity, reduced ZO-1 and increased annexin A2-mediated crystal adhesion. Co-culture with Lactobacillus acidophilus prevented these changes and reduced oxalate in artificial urine.

Thai researchersAnantaya Putpim · Chadanat Noonin · Paranyu Chawanpaiboon · Onnipa Pawano · Somsakul Phuangkham · Paleerath Peerapen · Visith Thongboonkerd
AI osteoporosis screening85IMPACT SIGNAL
Evidence of global relevance

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

A multi-stage framework used pretrained CNNs to extract knee-radiograph features and machine-learning classifiers to distinguish normal, osteopenia and osteoporosis. External testing exposed a gap between AUC and threshold performance, especially probability collapse for osteopenia, requiring recalibration and threshold adaptation.

Thai researchersNitiphoom Sinnathakorn · Chanon Fahpinyo · Watcharaporn Cholamjiak · Suthep Suantai
Clinical AI85IMPACT SIGNAL
Evidence of global relevance

Automated identification of clinically important Candida yeast species for microscopic images using self-supervised learning

A KMITL team combined YOLOv4-tiny, U-Net and DINOv2 to detect, segment and classify Candida in microscopy. Reported performance was high across detection, segmentation, binary and four-class tasks, with five-fold cross-validation.

Thai researchersFingani Annie Mphande-Nyasulu · Prasert Trivijitsilp · Dr Suchanun Meksang · Salisa Kongpanyakul · Paveenuch Kulalert · Naruchit Soiphet · Teerawat Tongloy · Santhad Chuwongin · Siridech Boonsang · Veerayuth Kittichai
Clinical informatics85IMPACT SIGNAL
Evidence of global relevance

Interpretable SHAP-based machine learning framework for patient satisfaction prediction: a case study in Thammasat University Hospital

A Thammasat team compared multiple machine-learning models for binary and three-class ophthalmology outpatient satisfaction. Nested cross-validation and training-only imbalance correction were followed by SHAP interpretation, with length of stay emerging as the strongest predictive feature.

Thai researchersTanatorn Tanantong · Warut Pannakkong · Nittaya Chemkomnerd · Prachya Boonkwan
Dentistry and AI85IMPACT SIGNAL
Evidence of global relevance

Deep learning versus general dentists: a clinical evaluation of caries diagnostic accuracy on bitewing radiographs

YOLOv8 was trained and validated on 1,180 bitewing radiographs and tested on 247 images annotated by two experienced dentists across six lesion depths. It exceeded general dentists on recall, precision, F1 and mAP, but both struggled with initial lesions.

Thai researchersPloypailin Komtui · Wannakamon Panyarak · Wattanapong Suttapak · Areerat Nirunsittirat · Kittichai Wantanajittikul · Onnida Wattanarat
Energy and materials92IMPACT SIGNAL
Evidence of global relevance

Environmental trade-offs of biogas utilization pathways: a global life cycle synthesis with policy-relevant insights for Southeast Asia

The systematic review synthesised 28 peer-reviewed life-cycle assessment studies published from 2015 to 2025. It compared direct combustion, combined heat and power, biomethane upgrading, transport use and carbon capture and utilisation. Results were standardised to one megajoule of useful energy and assessed across climate, eutrophication, acidification, particulate matter and resource-use indicators.

Thai researchersKinga Biró · T. Buadit · C. Rattanapan
Cardiac rehabilitation85IMPACT SIGNAL
Evidence of global relevance

Development and validation of a physical activity questionnaire for patients following cardiac surgery

Khon Kaen University researchers developed a 27-item physical-activity questionnaire in 94 patients within three months of cardiac surgery. Internal consistency was high, and scores correlated moderately to strongly with the six-minute walk test, DASI and the SF-36 physical-function domain.

Thai researchersBenja Songsaengrit · Pajeemas Kittipanya‐ngam · Montri Yasud · Panadda Yasud · Montana Donsom · Supattra Chantawong · Nichamon Ekphaphan · Worrawut Usupharach
BIBLIOGRAPHIC RESEARCH WATCHLIST

Bibliographic research records

Thailand-affiliated bibliographic records. These are not full analyses; they are ordered by Impact Signal and should be verified against the original source.

3,510records
3,510 records
79IMPACT SIGNAL
Multidisciplinary

Tonal Erosion in a Minority Ethnic Language and Its Implications for Language Education: Evidence from Intergenerational Tonal Change in Phuan, Northeastern Thailand

Journal of Education and Training Studies

Thailand-affiliated authors
Thanaphan Toophom
Institutions
Nakhon Phanom University
79IMPACT SIGNAL
Multidisciplinary

Generative AI as an IELTS Tutor: The effects of AI-generated feedback on EFL students’ writing

Language Education & Assessment

Thailand-affiliated authors
Napat Jitpaisarnwattana
Institutions
Silpakorn University
79IMPACT SIGNAL
Multidisciplinary

การศกษาเปรยบเทยบสำนวนจนทมคำวา “不” กบสำนวนไทย ทมคำวา “ไม” ปรากฏในสำนวน

Interdisciplinary Academic and Research Journal

Thailand-affiliated authors
พีรวัส วรมนธนาเกียรติ
Institutions
Bangkok University
79IMPACT SIGNAL
Environmental Engineering

GRB 250424A: A Case Study of Energy Injection with Multiwavelength Observations

The Astrophysical Journal

Thailand-affiliated authors
Manasanun Tanasan · K. Noysena · Krittapas Chanchaiworawit · Samaporn Tinyanont
Institutions
National Astronomical Research Institute of Thailand
79IMPACT SIGNAL
Multidisciplinary

Resistance Patterns and Associated Risk Factors of Scabies and Tinea among Outpatients in a Tertiary Care Hospital of Chattogram

IAHS Medical Journal

Thailand-affiliated authors
Shalahuddin Ahmed
Institutions
Institute of Dermatology
79IMPACT SIGNAL
Multidisciplinary

Pooling Catastrophic Mortality Risk in Smallholder Livestock Systems: An ASEAN-5 Sovereign Risk Pool and Catastrophe Bond

Risks

Thailand-affiliated authors
Kiatanantha Lounkaew
Institutions
Thammasat University
79IMPACT SIGNAL
Multidisciplinary

Adoption of Mobile Banking Applications: Effects of Short-Term Thinking Mindset and Serial Mediation of Perceived Risk, Usefulness, and Trust

Contemporary Management Research

Thailand-affiliated authors
Boonlert Watjatrakul
Institutions
King Mongkut's Institute of Technology Ladkrabang
79IMPACT SIGNAL
Multidisciplinary

Geospatial Inequities and Community-Based Behavioral Interventions for Type 2 Diabetes Control in Health Region 10, Thailand

International Journal of Geoinformatics

Thailand-affiliated authors
K. Laosupap
Institutions
Ubon Ratchathani University
78IMPACT SIGNAL
Clinical Medicine

Fermented Houttuynia cordata Thunb. Attenuates Dextran Sulfate Sodium-Induced Colitis in Mice, Associated with Preserved Gut Barrier Integrity and Reduced Colonic TLR4 Expression

Antioxidants

Thailand-affiliated authors
Napapan Kangwan · Wittaya Chaiwangyen · Sarawut Kongkarnka · Pilaiporn Thippraphan · Amnart Onsa-Ard · Piyawan Nuntaboon · Thanawat Pattananandecha · Chalermpong Saenjum
Institutions
University of Phayao · Chiang Mai University
78IMPACT SIGNAL
Clinical Medicine

Alu hypomethylation in ischemic stroke: Associations with selected clinical characteristics

PLoS ONE

Thailand-affiliated authors
Doungkamol Siri-Archawawat · Sirithip Chuaijit · Apiwat Mutirangura · Jirapan Thongsroy
Institutions
Walailak University · Chulalongkorn University
78IMPACT SIGNAL
Multidisciplinary

Assessing digital transformation maturity in manufacturing: a six-dimensional framework applied to operating model evaluation

International Journal of Productivity and Performance Management

Thailand-affiliated authors
Arnauld Schaller · Ronald Vatananan-Thesenvitz
Institutions
Bangkok University
78IMPACT SIGNAL
Multidisciplinary

Potential cost saving associated with smoking prevention and cessation: an incidence-based cost-of-illness analysis in Thailand

Tobacco Control

Thailand-affiliated authors
Chaisiri Luangsinsiri · Montarat Thavorncharoensap
Institutions
Srinakharinwirot University · Mahidol University
78IMPACT SIGNAL
Multidisciplinary

The Relationship Between L2 Motivational Self System and Willingness to Communicate: A Three-Level Meta-Analysis

Language Teaching Research

Thailand-affiliated authors
Hao Zhang · Sumalee Chinokul
Institutions
Silpakorn University · Chulalongkorn University
78IMPACT SIGNAL
Clinical Medicine

Titanium Dioxide Nanoparticles Enhance Radiation Response in Triple-Negative Breast Cancer Cells Under Megavoltage X-Ray Irradiation

Applied Nano

Thailand-affiliated authors
Ausanai Prapan · Peerawit Soonthornchookiat · Pimvaree Aissara · Chanyatip Suwannasing · Pitchayuth Srisai · Orawan Kumcharoenkun · Saranya Chaiwaree · Kanchana Usuwanthim · Hans Bäumler
Institutions
Naresuan University · Chiang Mai University · Payap University
78IMPACT SIGNAL
Clinical Medicine

Pharmacokinetics of Doramectin After Subcutaneous and Intramuscular Administrations in Siamese Freshwater Crocodiles (Crocodylus siamensis)

Animals

Thailand-affiliated authors
Arin Leksansern · Saranya Poapolathep · Narumol Klangkaew · Napasorn Phaochoosak · Kraisiri Khidkhan · Amnart Poapolathep
Institutions
Kasetsart University
78IMPACT SIGNAL
Environmental Engineering

Detection and Characterization of Microplastics and Other Anthropogenic Particles in Seafood from Southern Thailand Markets

Microplastics

Thailand-affiliated authors
Jirakrit Saetang · Soottawat Benjakul · Pornpot Nuthong · Avtar Kaur Singh
Institutions
Prince of Songkla University
78IMPACT SIGNAL
Clinical Medicine

The Prevalence and Impact of Nonadherence to Analgesic Medications in Chronic Pain Patients: A Cross-sectional Study

Journal of Health Science and Medical Research

Thailand-affiliated authors
Songphon Pratoom · Thanawut Jitsinthunun · Phutsadee Pudchakan · Suratsawadee Wangnamthip · Nantthasorn Zinboonyahgoon
Institutions
Siriraj Hospital · Mahidol University
78IMPACT SIGNAL
Clinical Medicine

The Blastocystis Biobank: a curated, multi-host biological resource of cultures, nucleic acids, metabolites, and stool-derived aliquots with a controlled-access virtual catalogue for global research

Open Research Europe

Thailand-affiliated authors
Vasana Jinatham
Institutions
Mae Fah Luang University
78IMPACT SIGNAL
Multidisciplinary

Employee engagement in SMEs: a bibliometric review and research agenda (1989–2024)

Employee Relations

Thailand-affiliated authors
Vuthiporn Chinchanachokchai · Parisa Rungruang
Institutions
Mahidol University
78IMPACT SIGNAL
Clinical Medicine

Ventilatory Management in Neurocritical Versus Non-Neurocritical Care Patients: A Pooled Analysis From the PRIME Database

Critical Care Medicine

Thailand-affiliated authors
Luigi Pisani · Marcus Josephus Schultz
Institutions
Mahidol Oxford Tropical Medicine Research Unit
78IMPACT SIGNAL
Clinical Medicine

Microfungi associated with Azadirachta (Meliaceae, Sapindales): New species, new records, and a global checklist

MycoKeys

Thailand-affiliated authors
Ashani D. Madagammana · Chitrabhanu Sharma Bhunjun · Chayanard Phukhamsakda · Kevin D. Hyde
Institutions
Mae Fah Luang University · Mushroom Research Foundation
78IMPACT SIGNAL
Multidisciplinary

Industrial transformation and pollution governance in the digital era: environmental externalities from Thailand’s Eastern Economic Corridor

International Journal of Social Economics

Thailand-affiliated authors
Pichlanda Sonthiwilon · Nathapool Kamsanit
Institutions
King Mongkut's University of Technology North Bangkok · National Institute of Development Administration
78IMPACT SIGNAL
Multidisciplinary

Digital Development and Employment Transformation: Evidence from Regional Heterogeneity in China

International Economic Journal

Thailand-affiliated authors
Qi Xiao · Juthathip Jongwanich
Institutions
Thammasat University
EDITORIAL STANDARD

How we select research

We use OpenAlex, Crossref, PubMed, DOI records, and publisher pages, then verify Thai researcher participation before publication.

  1. 01Discover new researchFocus on the latest 90 days and verifiable Thai affiliations
  2. 02Assess signalsReview recency, quality, collaboration, and societal relevance
  3. 03Read with careReport findings with limitations and avoid claims beyond the evidence
  4. 04Open original sourcesEvery item includes a DOI, review date, and verification link