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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
72IMPACT SIGNAL
Multidisciplinary

A revised early Jurassic to Albian chronology for dinosaur evolution in tropical Asia

Communications Earth & Environment

Thailand-affiliated authors
Komsorn Lauprasert · Supanut Bhuttarach · Pitaksit Ditbanjong
Institutions
Mahasarakham University · Khon Kaen University
72IMPACT SIGNAL
Multidisciplinary

Temperature-Dependent Changes in Physicochemical Properties and Selected Bioactive Compounds During Controlled Fermentation of Cocoa Beans (Theobroma cacao)

Foods

Thailand-affiliated authors
Theerapong Kammoon · Sathian Boonkum · Patcharee Pattanagul · Pratchaya Tipduangta · Supavej Maniyom
Institutions
Chiang Mai University
72IMPACT SIGNAL
Clinical Medicine

Cost-effectiveness and budget impact of Luspatercept in Thai adults with transfusion-dependent beta-thalassaemia: a multi-state Markov model based on national claims data

Journal of Pharmaceutical Policy and Practice

Thailand-affiliated authors
Khachen Kongpakwattana · Peerapon Wong · Nattiya Teawtrakul · Pimlak Charoenkwan · Nilawan Upakdee
Institutions
Chulalongkorn University · Naresuan University · Khon Kaen University · Chiang Mai University
72IMPACT SIGNAL
Multidisciplinary

Evidence-constrained probabilistic assessment of dust-explosion precursors in tapioca-starch storage and handling using an integrated FTA-Bayesian network-ETA framework

Journal of Loss Prevention in the Process Industries

Thailand-affiliated authors
Ratchanee Joomjee · Wisit Thongkum · Arroon Ketsakorn · Jindawan Wibuloutai
Institutions
Ubon Ratchathani Rajabhat University · Mahasarakham University · Thammasat University
72IMPACT SIGNAL
Clinical Medicine

Aerosol generation and mask efficacy in particle protection during removal of composite attachments by a high-speed handpiece in clear aligners

Scientific Reports

Thailand-affiliated authors
Neeranart Thirasupa · Nirada Dhanesuan · Nonglak Sombuntham · Kwanchanok Youcharoen
Institutions
Srinakharinwirot University
72IMPACT SIGNAL
Multidisciplinary

Toxicological Evaluation of Zingiber purpureum Extract and Its Effects on Gut Microbiota in Zebrafish

International Journal of Molecular Sciences

Thailand-affiliated authors
Nisamanee Charoenchon · Porntipa Korprasertthaworn · Jitima Thammavoharnkul · Nattanan Kiatsurayanon · Phannamon Prathomthong · Donruethai Chimmanee · Athisri Sitthipunya
Institutions
Mahidol University
72IMPACT SIGNAL
Multidisciplinary

Monascus-Derived Biologically Active Compounds Fermented by Khao Klong Broken Rice (Brown Rice) as Bio-Ingredient for Anti-Aging Potential: Chemical Profiles, Antioxidant, Anti-Collagenase, and Anti-Tyrosinase Activities

Applied Biosciences

Thailand-affiliated authors
Surachai Techaoei · Thisakorn Dumrongphuttidecha · Wongnapa Nakyai · Khemjira Jarmkom
Institutions
Rajamangala University of Technology
72IMPACT SIGNAL
Energy and Materials

Concentration-Dependent Effects of Hydrogen Peroxide Seed Priming on Seed Vigor and Phytochemical Quality of Thai Rat-Tailed Radish Microgreens

Seeds

Thailand-affiliated authors
Chanachai Natthaaek · Bhornchai Harakotr · Yaowapha Jirakiattikul · Panumart Rithichai
Institutions
Thammasat University
72IMPACT SIGNAL
Multidisciplinary

Assessing the Effects of Transition Small-Sided Game Format and Work-to-Rest Ratio on Training Load in Soccer Players

Physical Education Theory and Methodology

Thailand-affiliated authors
Pakorn Chootsungnoen · Chaiyasith Pavilas · Yutthana Riansoi · Sumeth Kaewprag
Institutions
Kasem Bundit University · Chandrakasem Rajabhat University
72IMPACT SIGNAL
Multidisciplinary

Bis vanillate ester with antioxidant activity and selective modulation of the NO/iNOS pathway in LPS-activated macrophages

Scientific Reports

Thailand-affiliated authors
Luelak Lomlim · Jiraporn Kara · Narin Changklungmoa · Prasert Sobhon · Kanta Pranweerapaiboon
Institutions
Prince of Songkla University · Burapha University · Mahidol University · Thammasat University
72IMPACT SIGNAL
Global Public Health

Effect of 2,4-Dichlorophenoxyacetic Acid on Callus Induction from Eurycoma Longifolia Leaves

International Journal For Multidisciplinary Research

Thailand-affiliated authors
Sitdoerotunmuntaha Doloh · Raheema Wamaedeesa · Nusanisa Chedao · Attapol Adulyasas
Institutions
Princess of Naradhiwas University · Yala Rajabhat University
72IMPACT SIGNAL
Multidisciplinary

ภาวะซมเศราทยงไมเคยไดรบการวนจฉยและปจจยทเกยวของในเดกและวยรนออทสตก

Journal of Mental Health of Thailand - วารสารสุขภาพจิต แห่งประเทศไทย

Thailand-affiliated authors
แพรว ไตลังคะ · สุนทรี ศรีโกไสย · นพวรรณ บัวทอง · อัสนีย์พร กุนแจ
Institutions
Rajanagarindra Institute of Child Development
72IMPACT SIGNAL
Clinical Medicine

Cardiovascular and Hemodynamic Adaptations in Selective Fetal Growth Restriction: A Cohort Study of Monochorionic Twins

Prenatal Diagnosis

Thailand-affiliated authors
Tanchanok Auwattanamongkol · Nisarat Phithakwatchara · Katika Nawapun · Sommai Viboonchart · Suparat Jaingam · Kanokwaroon Watananirun · Sriwipa Kaewsrinual · Tuangsit Wataganara
Institutions
Siriraj Hospital · Mahidol University
72IMPACT SIGNAL
Multidisciplinary

Intramolecular Oxidative Cyclization of Hydrazones Catalyzed by Iodinated Hypercrosslinked Polymers

ChemistrySelect

Thailand-affiliated authors
Watcharapon Prasitwatcharakorn · Chanachon Thiamsiri · Jaraspim Narkpuk · Peera Jaru-Ampornpan · Torsak Luanphaisarnnont
Institutions
Mahidol University · National Science and Technology Development Agency · National Center for Genetic Engineering and Biotechnology
72IMPACT SIGNAL
Multidisciplinary

Mukaria sakaeratensis sp. nov. (Hemiptera, Cicadellidae, Deltocephalinae), a new species of bamboo leafhopper from Sakaerat Biosphere Reserve, Thailand

PubMed

Thailand-affiliated authors
Kanyakorn Piraonapicha · NITHINA KAEWTONGKUM · Narin Chomphuphuang · Panrak Kimsawat · Kittisak Kumtanom · Yudthana Samung
Institutions
The Botanical Garden Organization · Thailand Institute of Scientific and Technological Research · Khon Kaen University · Pathumwan Institute of Technology · Mahidol University
72IMPACT SIGNAL
Multidisciplinary

Neuroprotective Effects of Pinostrobin in a Rat Model of Kainic Acid-Induced Epilepsy

International Journal of Molecular Sciences

Thailand-affiliated authors
Jinatta Jittiwat · Ratchaniporn Kongsui · Tichanon Promsrisuk · Napatr Sriraksa · Sitthisak Thongrong
Institutions
Mahasarakham University · University of Phayao
72IMPACT SIGNAL
Multidisciplinary

PEG Middle-Block Molecular Weight as a Quantitative Design Variable for Stereocomplex Formation Efficiency in High-Molecular-Weight PLLA–PEG–PLLA/PDLA Blends

ACS Omega

Thailand-affiliated authors
Dutchanee Pholharn · Onpreeya Veang-in · Yottha Srithep
Institutions
Rajabhat Maha Sarakham University · Rajamangala University of Technology Isan · Mahasarakham University
72IMPACT SIGNAL
Clinical Medicine

Sequence-Dependent PNA–AgNP Bioconjugation Enables Electrochemical Discrimination of a Single-Base Mutation in Zika Virus RNA

ACS Omega

Thailand-affiliated authors
Wannisa Sukjee · Tasawan Puttasakul · Iyacoob Khunsri · Chak Sangma · Chutima Thepparit
Institutions
Kasetsart University · Rangsit University · Mahidol University
72IMPACT SIGNAL
Clinical Medicine

The dynamics of Plasmodium falciparum during the expansion phase of the asexual stage of infection

Malaria Journal

Thailand-affiliated authors
Sompob Saralamba · Naowarat Saralamba · Wirichada Pan-ngum
Institutions
Mahidol University · Mahidol Oxford Tropical Medicine Research Unit
72IMPACT SIGNAL
Digital Health

Benchmarking tree-based machine learning surrogates for the coupled Luikov heat and mass transfer system

Journal of Applied Research on Science and Technology (JARST)

Thailand-affiliated authors
Pakorn Thongkhumsan · Somboon Sukpancharoen
Institutions
Khon Kaen University
72IMPACT SIGNAL
Engineering

Characterization of alternative egg white powder in gluten-free noodles

Heliyon

Thailand-affiliated authors
Natcharee Jirukkakul · Benjamas Russamee · Panida Pachuenjai · Somprasong Pariwat
Institutions
Khon Kaen University
72IMPACT SIGNAL
Clinical Medicine

Harnessing Artificial Intelligence to Predict and Overcome Drug Resistance in Breast Cancer: A Translational Approach

Current Pharmaceutical Design

Thailand-affiliated authors
Sudarshan Kumar Singh
Institutions
Chiang Mai University
72IMPACT SIGNAL
Engineering

Bipyridine-Functionalized Covalent Organic Polymer for Highly Sensitive Turn-On Fluorescent Detection of Zn2+ in Pure Water

ACS Omega

Thailand-affiliated authors
Pornthip Piyanuch · Mekin Chuethaisong · Mintada Kongnondang · Anyanee Kamkaew · Supinya Nijpanich · Bunyarat Rungtaweevoranit · Weerakanya Maneeprakorn · Watchara Srimontree
Institutions
National Science and Technology Development Agency · Suranaree University of Technology · Synchrotron Light Research Institute
72IMPACT SIGNAL
Multidisciplinary

Integrated Active Breaks Improve Discomfort, Cervicoscapular Electromyographic Responses, and Typing Performance in Computer Users at Risk of Neck Pain: A Randomized Crossover Trial

International Journal of Environmental Research and Public Health

Thailand-affiliated authors
Pattanasin Areeudomwong · Nayada Supornpipat · Nahathai Raungpimai · Wipada Klibngoen · Wiriya Mahikul · Yadanuch Boonyaratana · Vitsarut Buttagat
Institutions
Mae Fah Luang University · Chulabhorn Royal Academy
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