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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
75IMPACT SIGNAL
Multidisciplinary

Serum Prolactin and Bone Mineral Density in Women with Schizophrenia Receiving Prolactin-Raising Antipsychotics: A Cross-Sectional Study

Pharmacoepidemiology

Thailand-affiliated authors
Kamonrat Somrak · Chompoonuch Werawattanachai · Apiradee Sangngarm · Sipanut Silaket · Tuanthon Boonlue
Institutions
Sappasithiprasong Hospital · Ubon Ratchathani University
75IMPACT SIGNAL
Engineering

Sustainable lightweight alkali-activated FA-OPC concrete incorporating recycled EPS foam and seawater: Mechanical, thermal, and acoustic performances

Case Studies in Construction Materials

Thailand-affiliated authors
Prach Amornpinyo · Attaphol Bubpi · Yongyuth Sirisripetch · Preechawut Srirueng · Sumrerng Rukzon · Phongphan Tankasem · Patcharapol Posi · Prinya Chindaprasirt
Institutions
Rajamangala University of Technology Isan · Khon Kaen University · Rajamangala University of Technology Rattanakosin · Mahasarakham University · The Royal College Of Anesthesiologists Of Thailand
75IMPACT SIGNAL
Environmental Engineering

Diatomite and Fly Ash Enhance Silicon Availability, Nutrient Uptake, and Yield of Sweet Corn in Humid Tropical Sandy Loam

Soil Systems

Thailand-affiliated authors
Worawalun Pacharasirikul · Somchai Anusontpornperm · Suphicha Thanachit · Mutchima Phun-iam
Institutions
Kasetsart University
75IMPACT SIGNAL
Global Public Health

Proximate Composition Profiling and Adjustment of Near-Infrared Spectroscopy (NIRS) Equations for Dry Legumes from Local Markets in Northern Thailand and Southern China

Agriculture

Thailand-affiliated authors
Patipon Teerakitchotikan · Sarana Rose Sommano · Tibet Tangpao
Institutions
Chiang Mai University
75IMPACT SIGNAL
Environmental Engineering

Life cycle assessment of benzoxazinone synthesis: Comparative evaluation of alternative synthetic pathways

Cleaner Engineering and Technology

Thailand-affiliated authors
Anuchit Wuttitrairat · Wasan Kongnaikhaw · Soottiwan Thamsakon · Wachira Daosud · Weerawun Weerachaipichasgul · Paisan Kittisupakorn
Institutions
Chulalongkorn University · Burapha University · Naresuan University
75IMPACT SIGNAL
Clinical Medicine

Pythium keratitis: experience from Thailand

British Journal of Ophthalmology

Thailand-affiliated authors
Vilavun Puangsricharern · Thanachaporn Kittipibul · Wasee Tulvatana
Institutions
Chulalongkorn University
75IMPACT SIGNAL
Engineering

Seismic hazard analysis and risk classification for major dams in Thailand: a nationwide study

Geoenvironmental Disasters

Thailand-affiliated authors
Santi Pailoplee · Chutimon Promsuk · Premwadee Traitangwong · Santawat Sukrungsri · Sutthikan Khamsiri
Institutions
Chulalongkorn University · Thai Health Promotion Foundation · Kanchanaburi Rajabhat University
75IMPACT SIGNAL
Environmental Engineering

Rainfall Variability Impacts on Runoff and Reservoir Inflow in a Small Mountainous Watershed: SWAT-Based Assessment in the Upper Ing River Basin, Northern Thailand

Water

Thailand-affiliated authors
Krisdha Thanawong · Krisdha Thanawong · Asmat Ullah · Kittipong Vuthijumnonk · Kwansirinapa Thanawong · Kwansirinapa Thanawong
Institutions
University of Phayao · Kasetsart University
75IMPACT SIGNAL
Clinical Medicine

Distribution and viral load of canine respiratory coronavirus in naturally infected dogs: evidence from clinical sampling sites and tissue detection

BMC Veterinary Research

Thailand-affiliated authors
Panida Poonsin · Aisyah Nikmatuz Zahro · Vorapun Wiwatvisawakorn · Panitnan Punyathi · Sitthichok Lacharoje · Chutchai Piewbang · Somporn Techangamsuwan
Institutions
Chulalongkorn University · Bangkok Hospital
75IMPACT SIGNAL
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

Atmosphere

Thailand-affiliated authors
Anchisa Phaichot · Teerachai Amnuaylojaroen · Phakinee Kayong · Radshadaporn Janta · Vanisa Surapipith · Ronald Macatangay
Institutions
University of Phayao · National Astronomical Research Institute of Thailand · Chiang Mai University · UNICEF East Asia and Pacific Regional Office
75IMPACT SIGNAL
Clinical Medicine

In vitro susceptibility and provisional epidemiological cutoff values for eight antifungal agents against Trichophyton mentagrophytes and Trichophyton interdigitale : a multicenter study from China

Journal of Clinical Microbiology

Thailand-affiliated authors
Hailin Zheng · Wenting Xie · Xue Kong · Naicen Ge · Huan Mei · Xiaodong She · Weida Liu · Guanzhao Liang · Xiaofang Li
Institutions
Institute of Dermatology
75IMPACT SIGNAL
Clinical Medicine

Coenocline Simulation of Microbiome Samples: A Biologically Mechanistic Framework for Generating Ecologically Realistic Synthetic Datasets to Support Classification Method Evaluation

Pathogens

Thailand-affiliated authors
Cameron Hurst · Dhammika Leshan Wannigama · Pichaya Tantiyavarong · Nop Khongthon
Institutions
Thammasat University · Mahidol University
75IMPACT SIGNAL
Energy and Materials

Integrated Phytochemical, Network Pharmacology, and Molecular Docking Analyses of Triphala Extract Reveal Protective Effects Against H2O2-Induced Oxidative Hemolysis in G6PD-Deficient Erythrocytes

Life

Thailand-affiliated authors
Aman Tedasen · Siriwimon Ranjuanjit · Nattacha Srirod · Kingkan Bunluepuech · Veeranoot Nissapatorn · Chutima Rattanawan · Naunpun Sangphech · Rachasak Boonhok · Orawan Sarakul
Institutions
Walailak University · Mahidol University · Thammasat University
75IMPACT SIGNAL
Clinical Medicine

Selective Root Canal Retreatment as an Alternative Option in Patient at Risk of MRONJ: A Case Report

Oral Sciences Reports

Thailand-affiliated authors
Jiraphak Jaturont · Thanawut Khongpreecha · Panupol Kunasarapun
Institutions
Mahidol University
75IMPACT SIGNAL
Clinical Medicine

Immune-intrinsic MLKL regulates dendritic cell maturation and CD8+ T cell effector function in anti-tumor immunity

Biology Direct

Thailand-affiliated authors
Nattaya Duangthim · Siriporn Jitkaew
Institutions
Chulalongkorn University
75IMPACT SIGNAL
Clinical Medicine

Mitochondria-Targeted Natural-Derived Compounds in Cellular Senescence: Mechanisms, Therapeutic Potential, and Future Directions

Biology

Thailand-affiliated authors
Jirapat Namkaew · Thiranut Jaroonwitchawan
Institutions
Walailak University
75IMPACT SIGNAL
Digital Health

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

Biology

Thailand-affiliated authors
Bhuvadol Gomontean · Khemmanant Khamthong
Institutions
Mahasarakham University
75IMPACT SIGNAL
Clinical Medicine

The Performance of the STRONGkids Nutrition Screening Tool Following Nurse Training in a Tertiary Care Setting

Journal of Paediatrics and Child Health

Thailand-affiliated authors
Punthita Ngamboriruk · Oraporn Dumrongwongsiri · Phanphen Phoonlapdacha
Institutions
Mahidol University · Ramathibodi Hospital
75IMPACT SIGNAL
Global Public Health

Seasonal effects on ruminal fermentation and greenhouse gas emission patterns in non-lactating crossbred Saanen goats under tropical conditions: Evidence from respiratory chamber measurements

Veterinary World

Thailand-affiliated authors
Nhung Thi Cam Pham · Narongsak Chaiyabutr · Sumpun Thammacharoen
Institutions
Chulalongkorn University
75IMPACT SIGNAL
Clinical Medicine

Comparative Assessment of Milled and 3D-Printed Hybrid Ceramics: Effect of Build Orientation on Specimen Strength versus Crown Fracture Resistance

European Journal of Dentistry

Thailand-affiliated authors
Nadaprapai Khwanpuang · Chayaporn Supachartwong · Chayanit Angkananuwat · Awiruth Klaisiri · Thanakorn Wasanapiarnpong · Nantawan Krajangta
Institutions
Thammasat University · Chulalongkorn University
75IMPACT SIGNAL
Multidisciplinary

Evaluation of the Anti-demineralization Potential of Fluoride-Free Bioactive Toners versus Fluoride-Containing Functionalized Tricalcium Phosphate Toothpaste on Dental Enamel: An In Vitro Study

European Journal of Dentistry

Thailand-affiliated authors
Apa Juntavee · Niwut Juntavee · Ratha Rakchumchon · Supichaya Jitijesadaporn · Kochanipa Jungtanasombat · Jringjai Areemit
Institutions
Khon Kaen University
75IMPACT SIGNAL
Environmental Engineering

Mechanical properties and durability of low-carbon cement containing limestone powder and clay residue under mild alkali activation

Next Materials

Thailand-affiliated authors
Kosawat Changjatturas · Pongsiri Khaola · Nattharapron Promsri · Paweesuda Rachburee · Chattarika Phiangphimai · Sakonwan Hanjitsuwan · Khattiya Chompoovong · Tanakorn Phoo-ngernkham
Institutions
Rajamangala University of Technology Isan · Rajamangala University of Technology Krungthep
75IMPACT SIGNAL
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

International Journal of Computer Information Systems and Industrial Management Applications

Thailand-affiliated authors
Diyue Zhong · Ananya Manit · Sumate Sathitbun-anan · Pasinpong Souppornsingh · Mukda Tosaeng
Institutions
Shinawatra 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