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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
71IMPACT SIGNAL
Clinical Medicine

EXPRESS: Prenatal ultrasonographic diagnosis of limb-body wall complex (LBWC) in a cat

Journal of Feline Medicine and Surgery Open Reports

Thailand-affiliated authors
Kanchanarat Mankong · Kaj Chokeshaiusaha · Thanida Sananmuang
Institutions
Chonburi Hospital · Rajamangala University of Technology Tawan-ok
71IMPACT SIGNAL
Multidisciplinary

Determinants of extremely low birth weight piglets per litter in Landrace × Yorkshire sows under commercial conditions in Vietnam

Veterinary World

Thailand-affiliated authors
Peerapol Sukon
Institutions
Khon Kaen University
71IMPACT SIGNAL
Clinical Medicine

Successful treatment of metformin-associated lactic acidosis without hemodialysis

Journal of Pediatric Endocrinology and Metabolism

Thailand-affiliated authors
Praewa Sophark · Somchit Jaruratanasirikul · Pornsak Dissaneewate · Prayong Vachvanichsanong
Institutions
Prince of Songkla University
71IMPACT SIGNAL
Multidisciplinary

Deletion of the sodium leak channel NALCN in dopamine neurons alters D2R‐mediated signalling and psychostimulant responsiveness

The Journal of Physiology

Thailand-affiliated authors
Arnaud Monteil
Institutions
Siriraj Hospital · Mahidol University
71IMPACT SIGNAL
Engineering

Development of Osmotic and Osmo-dried Asparagus racemosus Substitute using Maltitol and Applications of Linear Programming for Product Planning

Journal of Food Health and Bioenvironmental Science

Thailand-affiliated authors
Thutiyaporn Chittapalo · Parichart Songsanandr · Netchanok Kongchouy
Institutions
Payap University
71IMPACT SIGNAL
Multidisciplinary

Ion-Size Heterogeneity Controls Interfacial Electrostatic Response in Mixed Ionic Liquids

The Journal of Physical Chemistry Letters

Thailand-affiliated authors
Monchai Jitvisate · Tharinda Kasemphong · Michael Armstrong · Kamonwad Ngamchuea · Piyarat Nimmanpipug · S. Rimjaem
Institutions
Suranaree University of Technology · Chiang Mai University
71IMPACT SIGNAL
Multidisciplinary

Effects of Glycerol Content and Drying Temperatures on the Properties of Durian Rind Film

Journal of Food Health and Bioenvironmental Science

Thailand-affiliated authors
Apaporn Jomlaperatikul · Lamul Wiset · Prayoon Jomlaperatikul
Institutions
Rajamangala University of Technology Isan · Khon Kaen University · Mahasarakham University
71IMPACT SIGNAL
Global Public Health

Analytical Strategies for Trace-Level Determination of Hormones in Infant Milk Formula: Advances, Challenges, and Future Perspectives

Critical Reviews in Analytical Chemistry

Thailand-affiliated authors
Ahmed S. El-tahlawy · Waleed Alahmad
Institutions
Chulalongkorn University
71IMPACT SIGNAL
Clinical Medicine

ECPR for cardiac arrest caused by postoperative massive pulmonary embolism in a super-morbidly obese patient: A case report

Clinical Critical Care

Thailand-affiliated authors
Patinya Yutchawit · Suneerat Kongsayreepong
Institutions
Siriraj Hospital · Mahidol University
71IMPACT SIGNAL
Environmental Engineering

Development of a high-temperature asphalt pavement temperature prediction model for performance grade zoning in Thailand

International Journal of Pavement Engineering

Thailand-affiliated authors
Apichat Suddeepong · Kanchana Hiranwatthana · Kongsak Akkharawongwhatthana · Teerasak Yaowarat · Apinun Buritatum · Nantipat Pongsri · Krirerk Aiamsri · Punvalai Choenklang
Institutions
Suranaree University of Technology
71IMPACT SIGNAL
Engineering

Reliability Assessment of Sustainable Building Materials Using Fuzzy Probabilistic Models

Journal of Building Material Science

Thailand-affiliated authors
Asokan Vasudevan
Institutions
Shinawatra University
71IMPACT SIGNAL
Environmental Engineering

Speciation of Heavy Metals in Water and Channel Sediments of the Lower Mekong River

Water

Thailand-affiliated authors
Kritika Trakoolngam · Sarunya Promkotra
Institutions
Khon Kaen University
71IMPACT SIGNAL
Environmental Engineering

Green Water-Resistant Cotton Fabric Using Cationic Starch and Plant-Based Wax Extracted from Banana Leave

Journal of Natural Fibers

Thailand-affiliated authors
Thanut Jintakosol · Kageeporn Wongpreedee · Walaikorn Nitayaphat
Institutions
Srinakharinwirot University
71IMPACT SIGNAL
Environmental Engineering

Effect of KOH activation on the structural properties of durian peel biochar and its performance for PET microplastic removal

Chemosphere

Thailand-affiliated authors
Sudarat Woeisan · Sandhya Babel
Institutions
Thammasat University
71IMPACT SIGNAL
Clinical Medicine

Osteochondral Fragment Fixation: Proceedings of the International Congress on Cartilage Repair of the Ankle

Foot & Ankle Specialist

Thailand-affiliated authors
Tanawat Vaseenon
Institutions
Chiang Mai University
71IMPACT SIGNAL
Clinical Medicine

Impact of Body Weight and Combined UGT1A1 and NR1I2 Polymorphisms on Dolutegravir Pharmacokinetics Among Thai People Living with HIV: A Population Pharmacokinetic Analysis

Pharmaceutics

Thailand-affiliated authors
Anan Chanruang · Sasithorn Sirilun · Suthunya Chupradit · Sasiwimol Ubolyam · Napon Hiranburana · Anchalee Avihingsanon · Baralee Punyawudho
Institutions
Chiang Mai University · HIV Netherlands Australia Thailand Research Collaboration · Chulalongkorn University
71IMPACT SIGNAL
Clinical Medicine

Fractional-Order Soft-Voting Ensemble Framework for Cohort-Level Gallstone Risk Prediction

Mathematical and Computational Applications

Thailand-affiliated authors
Mohamed Hafez
Institutions
Shinawatra University
71IMPACT SIGNAL
Multidisciplinary

Effect of radial gradient on the mechanical behaviour of additively manufactured Ti-6Al-4V Gyroid lattices

European Journal of Mechanics - A/Solids

Thailand-affiliated authors
Yuttanant Boonyongmaneerat · Chinnapat Panwisawas
Institutions
Chulalongkorn University
71IMPACT SIGNAL
Digital Health

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

Construction and Building Materials

Thailand-affiliated authors
Watcharaporn Charoensuk · Chanachai Thongchom · Jidsucha Darayen
Institutions
Thammasat University
71IMPACT SIGNAL
Multidisciplinary

Microencapsulation of Forsythia suspensa Essential Oil Based on Complex Coacervation

Applied Chemical Engineering

Thailand-affiliated authors
Huifang Yang · Manus Kaewbucha · Chalisa APIWATHNASORN
Institutions
Rajamangala University of Technology Tawan-ok · Rajamangala University of Technology
71IMPACT SIGNAL
Clinical Medicine

Association of Frailty and Preoperative Vitamin D Status with Postoperative Outcomes After Fragility Hip Fracture Surgery

THE BANGKOK MEDICAL JOURNAL

Thailand-affiliated authors
Napawan Somboon · Chittima Tiyapun · Thawee Songpatanasilp
Institutions
Bangkok Hospital
71IMPACT SIGNAL
Engineering

An Analysis of Overhead Costs for Electrical and Plumbing Works in Housing Projects in Bangkok

Engineering Journal

Thailand-affiliated authors
Wannawit Taemthong · Nattasit Chaisaard · Parinya omee
Institutions
King Mongkut's University of Technology North Bangkok · Sukhothai Thammathirat Open University
71IMPACT SIGNAL
Multidisciplinary

A Novel Explicit ARL Formula via Integral Equation on DEWMA for Detecting Mean Shifts in the Autoregressive Process with Exogenous Variables

WSEAS TRANSACTIONS ON SYSTEMS AND CONTROL

Thailand-affiliated authors
Chinnawat Muangkeaw · Yupaporn Areepong · Saowanit Sukparungsee
Institutions
King Mongkut's University of Technology North Bangkok
71IMPACT SIGNAL
Multidisciplinary

Statistical confidence interval inference for subsurface electrical resistivity structure from magnetotelluric impedances and geomagnetic transfer functions, assisted by forward modeling

Earth Planets and Space

Thailand-affiliated authors
Weerachai Siripunvaraporn
Institutions
Mahidol University · Thailand Center of Excellence in Physics · Ministry of Higher Education, Science, Research and Innovation
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