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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
Energy and Materials

Cryogenic-treated surface-modified hybrid nanofillers for enhanced mechanical performance and thermal stability of epoxy nanocomposites

Next Materials

Thailand-affiliated authors
Baranitharan Paramasivam · Malinee Sriariyanun
Institutions
King Mongkut's University of Technology North Bangkok
71IMPACT SIGNAL
Energy and Materials

Design of High-Precision Visual Localization System for Side-Seam Welding of Power Battery Modules

Designs

Thailand-affiliated authors
Qingshan Sheng · Adisorn Sirikham · Jessada Konpang
Institutions
Rajamangala University of Technology Krungthep
71IMPACT SIGNAL
Multidisciplinary

Navigating the queue: A dynamic pricing framework for ride-sourcing platform with heterogeneous demand

Transportation Research Part C Emerging Technologies

Thailand-affiliated authors
Agachai Sumalee
Institutions
Chulalongkorn University
71IMPACT SIGNAL
Clinical Medicine

Investigating Discrepancies Between Original and Review Diagnoses in Cervical Cancer and Precancerous Lesions

Journal of Lower Genital Tract Disease

Thailand-affiliated authors
Malee Warnnissorn
Institutions
Siriraj Hospital · Mahidol University
71IMPACT SIGNAL
Multidisciplinary

Proposed Integrated Assessment of RULA, REBA, and OWAS for Ergonomic Risk Evaluation and Workstation Improvement

Andalasian International Journal of Applied Science Engineering and Technology

Thailand-affiliated authors
Dzakiyah Widya Ningrum
Institutions
Khon Kaen University
71IMPACT SIGNAL
Multidisciplinary

Bischofia javanica as a functional food source: Integrated DNA barcoding and metabolomics reveal multi-target regulation of anti-allergic, anti-inflammatory, and osteogenic activities

Journal of Functional Foods

Thailand-affiliated authors
Thiyagarajan Raviraj · Aekkhaluck Intharuksa
Institutions
Chiang Mai University
71IMPACT SIGNAL
Multidisciplinary

Robust Subgradient Extragradient Methods With Increasing Step‐Size Rules for Equilibrium Problems

Mathematical Methods in the Applied Sciences

Thailand-affiliated authors
Habib ur Rehman · Kamonrat Sombut · Thidaporn Seangwattana
Institutions
King Mongkut's University of Technology North Bangkok · Rajamangala University of Technology
71IMPACT SIGNAL
Clinical Medicine

OCCURRENCE AND ANTIBIOGRAM STUDIES OF PSEUDOMONAS AERUGINOSA FROM URINARY TRACT INFECTION

Insights-Journal of Health and Rehabilitation

Thailand-affiliated authors
Nosheen · Abdul Rehman Saddiq
Institutions
Mayo Hospital
71IMPACT SIGNAL
Global Public Health

Different Quality Roughage Impacts the Productivity, Meat Quality Characteristics, and Fatty Acid Profile of Beef Cattle

Natural and Life Sciences Communications

Thailand-affiliated authors
Pitunart Noosen · Wisitiporn Suksombat · Supreena Srisaikham · Pipat Lounglawan
Institutions
Prince of Songkla University · Suranaree University of Technology · Burapha University
71IMPACT SIGNAL
Clinical Medicine

Mental disorders in adults with malnutrition: Prevalence and association with nutritional outcomes: A retrospective cohort study

Nutrition in Clinical Practice

Thailand-affiliated authors
Paramat Thimichai
Institutions
Phramongkutklao Hospital
71IMPACT SIGNAL
Clinical Medicine

Performance of an Efficient Hybrid Dilated–Long Short-Term Memory with Residual Learning for High-Fidelity Electrocardiogram Denoising Signal

Technologies

Thailand-affiliated authors
Suchada Sitjongsataporn · Pipat Sakarin · Theerayod Wiangtong
Institutions
Mahanakorn University of Technology · King Mongkut's Institute of Technology Ladkrabang
71IMPACT SIGNAL
Multidisciplinary

Soil Characteristics Rather than Starter Phosphorus Control Active Carbon Pools and Enzyme Activities in High-Legacy-Phosphorus Soils

Soil Systems

Thailand-affiliated authors
Thidarat Rupngam
Institutions
Chiang Mai University
71IMPACT SIGNAL
Digital Health

Optimizing compression after impact prediction in CFRP using machine learning combined with classical composite laminate theory, SHAP analysis

Journal of Composite Materials

Thailand-affiliated authors
L. Mezeix
Institutions
Burapha University
71IMPACT SIGNAL
Engineering

Facile stearic acid modifications of alumina nanoparticles for superhydrophobic coating

Journal of Metals Materials and Minerals

Thailand-affiliated authors
Noppakhate Jiraborvornpongsa · Naris SUPAJANYA · Pornapa Sujaridworakun
Institutions
Chulalongkorn University
71IMPACT SIGNAL
Fundamental Science

Carbon-Mediated Rechargeable Operation for Light-Driven Ammonia Production Using Quantum Dot- Azotobacter vinelandii Hybrids

Journal of the American Chemical Society

Thailand-affiliated authors
Joongjai Panpranot · Doh C. Lee
Institutions
Chulalongkorn University
71IMPACT SIGNAL
Engineering

Volume Stability and Mechanical Property of Hardened Cement Paste under the First Drying: Effects of Water-to-Cement Ratio and Cement Type

Journal of Advanced Concrete Technology

Thailand-affiliated authors
Piyapong Suwanmaneechot
Institutions
University of Phayao
71IMPACT SIGNAL
Engineering

Modal damping ratio reliability-based topology optimization of composite cellular structures

Engineering Research Express

Thailand-affiliated authors
Suwin Sleesongsom
Institutions
King Mongkut's Institute of Technology Ladkrabang
71IMPACT SIGNAL
Environmental Engineering

Nano- and Microplastics and Gastrointestinal Toxicity

Chemical Research in Toxicology

Thailand-affiliated authors
Sarawut Sangkham · Anh Tuan Ta
Institutions
University of Phayao · Mahidol University
71IMPACT SIGNAL
Environmental Engineering

Graphene-based materials from liquid phase exfoliation of graphite using mangosteen-peel extract: Experiments and molecular simulation

Journal of Metals Materials and Minerals

Thailand-affiliated authors
Piyaphat THEPPHOT · Narissara KARAKATE · Panu Danwanichakul
Institutions
Thammasat University
71IMPACT SIGNAL
Engineering

Effect of denture attachment systems on peri‐implant bone strain and dislodgement angle in 2‐implant‐retained overdentures under posterior upward displacement

Journal of Prosthodontics

Thailand-affiliated authors
Sidarat Chinokul · Krid Kamonkhantikul · Woraporn Homsiang · Mansuang Arksornnukit
Institutions
Chulalongkorn University · Chiang Mai University
71IMPACT SIGNAL
Global Public Health

FORM-TRACE: A formula-based method for tracking forest-management transitions at Harvard Forest from 1908 to 2026

MethodsX

Thailand-affiliated authors
Nophea Sasaki · Eain Dray Aung
Institutions
Chulalongkorn University
71IMPACT SIGNAL
Multidisciplinary

Effect of ZrOO\(_{2}\) Content and Oxide Additives on the Wear Resistance of Pressureless-Sintered Si3N4 – ZrOO\(_{2}\) Composites

Journal of Metals Materials and Minerals

Thailand-affiliated authors
Kamol Traipanya · Thanakorn Wasanapiarnpong · Charusporn Mongkolkachit
Institutions
Chulalongkorn University · National Science and Technology Development Agency
71IMPACT SIGNAL
Clinical Medicine

Views on mental health recovery in primary and community mental healthcare services in Thailand: A qualitative study

PLoS ONE

Thailand-affiliated authors
Natthapon Inta
Institutions
Chulabhorn Hospital
71IMPACT SIGNAL
Engineering

Low-Voltage Mixed-Mode First-Order Universal Filter Using Multiple-Input Operational Transconductance Amplifier

Electronics

Thailand-affiliated authors
Montree Kumngern · Wuttitam Banchanon
Institutions
King Mongkut's Institute of Technology Ladkrabang
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