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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
77IMPACT SIGNAL
Clinical Medicine

FIGO staging for gestational trophoblastic neoplasia: 2026

International Journal of Gynecology & Obstetrics

Thailand-affiliated authors
Sarikapan Wilailak
Institutions
Mahidol University · Ramathibodi Hospital
77IMPACT SIGNAL
Clinical Medicine

E4BP4 restrains effector-memory CD8 + T cell responses in systemic lupus erythematosus

Autoimmunity

Thailand-affiliated authors
Changxing Gao · Qianjin Lu · Ming Zhao
Institutions
Institute of Dermatology
77IMPACT SIGNAL
Global Public Health

Association of mainly vegetarian and vegan diets with loneliness, social isolation and social withdrawal in a German population survey

PLoS ONE

Thailand-affiliated authors
Supa Pengpid · Karl Peltzer
Institutions
Mahidol University
76IMPACT SIGNAL
Engineering

Effects of coupled-scaled geogrid and gravel on the mechanical behaviour of lightly cemented gravel under compressive loading

Geotextiles and Geomembranes

Thailand-affiliated authors
Wittawat Yodsomjai · Pornkasem Jongpradist · Warat Kongkitkul · Pitthaya Jamsawang · Weeraya chimoye · Chai Jaturapitakkul · Chana Phutthananon
Institutions
King Mongkut's University of Technology Thonburi · King Mongkut's University of Technology North Bangkok · Thammasat University
76IMPACT SIGNAL
Clinical Medicine

Combined Dietary Supplementation with Bacillus subtilis DSM 29784 and a Phytogenic Blend Modulates the Microbiome–Gut–Bone Axis in Broiler Chickens

Animals

Thailand-affiliated authors
Nanthawath Saikhwan · Damrongsak Faroongsarng · Yuwares Ruangpanit · Autchariya Thodsapol · Konkawat Rassmidatta · Yongyuth Theapparat
Institutions
Prince of Songkla University · Kasetsart University
76IMPACT SIGNAL
Clinical Medicine

Managing Risk or Managing Panic? Public Awareness and Regional Readiness for Nipah Virus Following the 2026 Outbreak in India

Journal of Travel Medicine

Thailand-affiliated authors
Tanatorn Soravipukuntorn · Siraphob Thummawan · Watcharapong Piyaphanee · Wasin Matsee
Institutions
Siriraj Hospital · Mahidol University · Hospital for Tropical Diseases
76IMPACT SIGNAL
Energy and Materials

Dual organic linker-integrated LaCe-bimetallic–organic framework as a bifunctional electrocatalyst for enhanced oxygen and hydrogen evolution reactions

Molecular Catalysis

Thailand-affiliated authors
Rajaji Pavadai · Asif Iqbal · Adisak Boonchun · Sutasinee Kityakarn · Sirikanjana Thongmee · Tunyathep Naweeruengrat
Institutions
Kasetsart University · University of Phayao
76IMPACT SIGNAL
Multidisciplinary

The impact of gamification on language learning: a Quasi-experimental study in higher education

Learning Futures and Emerging Technologies

Thailand-affiliated authors
Mark Treve
Institutions
Walailak University
76IMPACT SIGNAL
Multidisciplinary

Cross-national validation of the Depression, Anxiety and Stress Scale for Youth (DASS-Y) in Lebanese and Chinese adolescents

PLoS ONE

Thailand-affiliated authors
I‐Hua Chen · Xu Ping · Zeng-Han Lee
Institutions
Stamford International University
76IMPACT SIGNAL
Multidisciplinary

Husbands' Unemployment and the Added Worker Effect of Married Women: Evidence From Thailand

Asian-Pacific Economic Literature

Thailand-affiliated authors
Sasiwooth Wongmonta
Institutions
Burapha University
76IMPACT SIGNAL
Clinical Medicine

Epidemiology of Chikungunya Virus Infection in the Philippines

Reports — Medical Cases Images and Videos

Thailand-affiliated authors
Nestor S. Arce · Hisham Ahmed Imad · Prakaykaew Charunwatthana
Institutions
Mahidol University · Hospital for Tropical Diseases · Mahidol Oxford Tropical Medicine Research Unit
76IMPACT SIGNAL
Multidisciplinary

Efficiency at a cost: How a fiscal rule on disbursement timelines shifted public investment towards repairs

Annals of Public and Cooperative Economics

Thailand-affiliated authors
Athiphat Muthitacharoen
Institutions
Chulalongkorn University
76IMPACT SIGNAL
Multidisciplinary

Toward a South Asian Critical Theory of Religion: Anekāntavāda, Marxist Ideology-Critique, and Kabir’s Anti-Caste Poetics

Critical Research on Religion

Thailand-affiliated authors
Pushpraj Singh
Institutions
Walailak University
76IMPACT SIGNAL
Environmental Engineering

A Two-Stage Framework of Weighted Nonparametric Single Change-Point Tests and Copula Models for Extreme Temperature Analysis in Upper Northern Thailand

Mathematics

Thailand-affiliated authors
Kanyarat Thitiwatthanakan · Nuttaphat Sukchitt · Manad Khamkong
Institutions
Chiang Mai University
76IMPACT SIGNAL
Multidisciplinary

Effects of Nitrate and Ammonium on Growth and Nitrogen Utilization of Wasabi (Eutrema japonicum) Using 15N Tracers

Horticulturae

Thailand-affiliated authors
Suchanuch Jaipinta · Kanokwan Panjama · Chaiartid Inkham · Suriya Tateing · Soraya Ruamrungsri
Institutions
Chiang Mai University
76IMPACT SIGNAL
Clinical Medicine

Development and internal validation of a clinical risk score for early delirium detection in older emergency department patients

Scientific Reports

Thailand-affiliated authors
Pitsucha Sanguanwit · Prapaporn Sotakul · Varaporn Wangviboonchai
Institutions
Mahidol University · Ramathibodi Hospital
76IMPACT SIGNAL
Clinical Medicine

Comparison of Sleep Quality Across Different Sagittal Skeletal Patterns in Orthodontic Patients

Healthcare

Thailand-affiliated authors
Chanistha Sirichan · Narissaporn Chaiprakit · Siripatra Patchanee
Institutions
Thammasat University
76IMPACT SIGNAL
Environmental Engineering

Prioritizing Parameters of EDGE Certification for Public Office Building Renovation in Bangkok, Thailand

Buildings

Thailand-affiliated authors
Thanwadee Chinda · Anatawat Chayutthanabun · Adithep Bunphot · Issara Sereewatthanawut
Institutions
Thammasat University · Bangkokthonburi University
76IMPACT SIGNAL
Clinical Medicine

Oral Health Care Behaviors and Periodontal Disease Among Older Adults with Diabetes Mellitus in Northern Thailand

Geriatrics

Thailand-affiliated authors
Samart Kachiangrai · Parichat Ong-Artborirak · Katekaew Seangpraw
Institutions
University of Phayao · Navamindradhiraj University · Vajira Hospital
76IMPACT SIGNAL
Multidisciplinary

A surrogate model-based image-processing framework for intelligent classification of chili pepper (Capsicum annuum L.) products and seeds in smart agricultural systems

An International Journal of Optimization and Control Theories & Applications (IJOCTA)

Thailand-affiliated authors
Kriengkrai Nabudda · Natakorn Thasnas · Elumalai Perumal Venkatesan · Sutham Craivanich · Pongthep Poungthong · Suwilai Phumpho
Institutions
King Mongkut's Institute of Technology Ladkrabang · Kasetsart University · Sakon Nakhon Rajabhat University · Shinawatra University · Sukhothai Thammathirat Open University
76IMPACT SIGNAL
Multidisciplinary

Urban history from below: (De)turbanisation, Thai-Isan-Sikh settlements, and their role in the development of a diverse city in Ubon Ratchathani Province, Thailand

South Asian Diaspora

Thailand-affiliated authors
Pittikorn Panyamanee
Institutions
Khon Kaen University
76IMPACT SIGNAL
Clinical Medicine

Pharmacokinetics of Rifapentine and Desacetyl Rifapentine in Maternal Plasma and Breast Milk & Infant Cord Blood and Plasma: A Model‐Based Analysis of Mother–Infant Pairs for Tuberculosis Prevention

Clinical Pharmacology & Therapeutics

Thailand-affiliated authors
Amphan Chalermchockcharoenkit
Institutions
Siriraj Hospital · Mahidol University
76IMPACT SIGNAL
Clinical Medicine

Pharmacogenomic (PGx) Testing in a Thai Pharmacogenomics and Precision Medicine Center: A Retrospective Analysis of PGx Biomarkers

Pharmacy Practice

Thailand-affiliated authors
Maliheh Ershadian · Thawinee Jantararoungtong · Napatrupron Koomdee · Nutthan Nuntharadthanaphong · Pimonpan Jinda · Chananchida Namwansa · Santirhat Prommas · Apichaya Puangpetch · Nontakorn Sakulwitayasuk · Jiratha Rachanakul · Natchaya Vanwong · Chalirmporn Atasilp
Institutions
Ramathibodi Hospital · Chulalongkorn University · 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