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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
73IMPACT SIGNAL
Multidisciplinary

Integrated Drought-Response Profiles Reveal Genotypic Variation Among Commercial Oil Palm (Elaeis guineensis Jacq.) Genotypes

Plants

Thailand-affiliated authors
Sunya Nuanlaong · Chandrasekhar Manikala · Thanet Khomphet · Potjamarn Suraninpong
Institutions
Walailak University
73IMPACT SIGNAL
Multidisciplinary

Genomic Analysis and Advanced Mining of Photorhabdus Isolates Reveal Cryptic Polyketide Synthase Clusters and Potent Anti-Staphylococcal Activity

Microorganisms

Thailand-affiliated authors
Wipanee Meesil · Yaowapa Sikhaophong · Kasem Chanjitwiriya · Yeunyong Kantanet · Apichat Vitta · Aunchalee Thanwisai
Institutions
Siriraj Hospital · Mahidol University · Naresuan University · University of Phayao
73IMPACT SIGNAL
Clinical Medicine

Ambient PM2.5 exposure and head and neck cancer risk: implications for pharmacy practice and prevention

Pharmacy Practice

Thailand-affiliated authors
Patcharakan Tangtrairattanakul · Prayuth Poowaruttanawiwit · Chanida Chantim
Institutions
Naresuan University
73IMPACT SIGNAL
Clinical Medicine

Comparative Outcomes of Left Anterior Thoracotomy Versus Resternotomy for Pulmonic Valve Replacement After Tetralogy of Fallot Repair

Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery

Thailand-affiliated authors
Noppon Taksaudom · Amarit Phothikun · Jakaparn Horsatidkul · Thitipong Thepsuwan · Surin Woragidpoonpol
Institutions
Chiang Mai University
73IMPACT SIGNAL
Environmental Engineering

3-Hydroxy fatty acids and branched GDGT-based proxy temperature calibrations for Southeast Asia

Organic Geochemistry

Thailand-affiliated authors
Akkaneewut Jirapinyakul
Institutions
Chulalongkorn University
73IMPACT SIGNAL
Clinical Medicine

Paper-based 3D cell culture platform for cholesterol efflux capacity assay

Scientific Reports

Thailand-affiliated authors
Pimploy Kanitsap · Pitaksit Supjaroen · Parichut Thummarati · Wanida Laiwattanapaisal
Institutions
Chulalongkorn University
73IMPACT SIGNAL
Global Public Health

Potential of Carbon Sequestration by Urban Green Space to Support Carbon Neutrality in Khung Bang Kachao, Thailand

Land

Thailand-affiliated authors
Thanphitcha Muaksang · Sapit Diloksumphun · Wirongrong Duangjai · Jamroon Srichaichana · Pongchai Dumrongrojwatthana · Montathip Sommeechai
Institutions
Kasetsart University · Thaksin University · Chulalongkorn University
73IMPACT SIGNAL
Energy and Materials

Solute‐Engineered Functional Liquids Surpassing Deionized Water for High‐Performance Liquid–Solid Triboelectrification

Small

Thailand-affiliated authors
Utchawadee Pharino · Chaowaphat Seriwattanachai · Noppawit Sukpan · Pongsakorn Kanjanaboos · Roengrut Rujanakraikarn · Saichon Sriphan · Thitirat Charoonsuk · Jakrapong Kaewkhao · Naratip Vittayakorn
Institutions
King Mongkut's Institute of Technology Ladkrabang · Mahidol University · King Mongkut's University of Technology Thonburi · King Mongkut's University of Technology North Bangkok · Srinakharinwirot University · Nakhon Pathom Rajabhat University
73IMPACT SIGNAL
Clinical Medicine

Rapid creatinine-based eGFR decline and long-term outcomes in patients with compensated cirrhosis

BMC Nephrology

Thailand-affiliated authors
Aphichat Chatkrailert · Varoj Mangkang · Wankawee Jeerangsapasuk
Institutions
Thammasat University · Thammasat University Hospital
73IMPACT SIGNAL
Clinical Medicine

Behavioral Determinants of Asymptomatic Chlamydia and Gonorrhea Among People Living With HIV in Thailand: A Cross-sectional Study

Journal of the Association of Nurses in AIDS Care

Thailand-affiliated authors
Supalak Phonphithak · Phenpanat Toomcharoen · Chuleeporn Wongvoranet · Thanawat Nochaiwong · Anchalee Avihingsanon
Institutions
Suan Sunandha Rajabhat University · HIV Netherlands Australia Thailand Research Collaboration
73IMPACT SIGNAL
Digital Health

Multi-objective optimization and deep learning-based design of base-isolated structures with tuned inerter dampers under near-fault ground motions

Structures

Thailand-affiliated authors
Yang Liu · Dewen Liu
Institutions
Krirk University
73IMPACT SIGNAL
Multidisciplinary

Comparative Genomics Reveals Conserved Bacteriocin-Associated Loci in Lacticaseibacillus paracasei Strains with Anti-MRSA Activity Isolated from Palmyra Palm Sugar

Antibiotics

Thailand-affiliated authors
Chonticha Romyasamit · Komwit Surachat · Nawanwat Chainuwong Pattaranggoon · Phoomjai Sornsenee
Institutions
Walailak University · Prince of Songkla University
73IMPACT SIGNAL
Environmental Engineering

Participant Mobility as a Temporary Urban Transport-Energy System: Energy Use, Carbon Emissions and Low-Carbon Scenarios for the 2024 Wuhan Marathon

Energies

Thailand-affiliated authors
Yongliang Luo · Buncha Wattana
Institutions
Mahasarakham University
73IMPACT SIGNAL
Multidisciplinary

Ellipse-ABC: An Efficient Geometry-Consistent Quadratic Representation for Oriented Object Detection in Remote-Sensing Images

Remote Sensing

Thailand-affiliated authors
Hongyun Zhang · Fang Wang · Yahong Zhao · Jianchuang Ding
Institutions
Department of Disaster Prevention and Mitigation
73IMPACT SIGNAL
Multidisciplinary

Multilocus phylogeny and historical biogeography of the pill millipede genus Rhopalomeris (Diplopoda, Glomerida) in Thailand

Scientific Reports

Thailand-affiliated authors
Pichsinee Sapparojpattana · Natdanai Likhitrakarn · Warut Siriwut · Ruttapon Srisonchai · Ekgachai Jeratthitikul
Institutions
Mahidol University · Maejo University · Khon Kaen University
73IMPACT SIGNAL
Global Public Health

A New Species of Curcuma subgen. Ecomatae (Zingiberaceae) from Southwestern Thailand: Morphological Delimitation and Phenetic Evidence

Plants

Thailand-affiliated authors
Thawatphong Boonma · Surapon Saensouk · Piyaporn Saensouk · Pathomthat Srisuk · Suriya Phimpha · Prasert Ruannakarn · Kamonwan Koompoot
Institutions
Mahasarakham University · Khon Kaen University
73IMPACT SIGNAL
Multidisciplinary

In Vitro Antimicrobial Activity of Chlorhexidine–Curcumin Nanoformulations for Teat Dipping Against Mastitis Pathogens

Veterinary Sciences

Thailand-affiliated authors
Areerat Chuasakhonwilai · Wasana Chaisri · Montira Intanon · Duanghathai Saipinta · Patsorn Keeklangdon · Pimnipa Jieraviriyapun · Witaya Suriyasathaporn
Institutions
Chiang Mai University
73IMPACT SIGNAL
Environmental Engineering

Constraints on NO x emission in Thailand using GEMS satellite data

Atmospheric chemistry and physics

Thailand-affiliated authors
Worapop Thongsame
Institutions
National Astronomical Research Institute of Thailand
73IMPACT SIGNAL
Engineering

Two-Reader Detection Method for Staggered Dual-Layer Bit-Patterned Magnetic Recording Media

Technologies

Thailand-affiliated authors
Satra Tor. Wattanaphol · Palit Lerdsrisuwattana · Natthakan Rueangnetr · Kittipon Kankhunthod · Chanon Warisarn
Institutions
King Mongkut's Institute of Technology Ladkrabang
73IMPACT SIGNAL
Clinical Medicine

Identification and structural characterization of F8 gene variants in Indonesian patients with nonsevere hemophilia A: Evidence from targeted next generation sequencing and in silico analyses

Narra X

Thailand-affiliated authors
Suprianto Suprianto
Institutions
King Chulalongkorn Memorial Hospital
73IMPACT SIGNAL
Multidisciplinary

A Multi-Branch Framework for Multidimensional Online Review Analytics

Journal of theoretical and applied electronic commerce research

Thailand-affiliated authors
Fuangfar Pensiri · Pattarapol Pornsirirung · Natthakit Khonthong · Wisit Poonsawat · Suchada Chomjan · Porawat Visutsak
Institutions
Kasetsart University · King Mongkut's University of Technology North Bangkok
73IMPACT SIGNAL
Clinical Medicine

Salicylic Acid-Medicated Reprogramming of Phenylalanine and Secondary Metabolite Pathways Enhances Anthracnose Resistance in the Mango Fruit (Mangifera indica L.)

Agriculture

Thailand-affiliated authors
Ampa Kongsuwan · Rungdarunlak charatsaengphaibun · Matchima Naradisorn · Phunsiri Suthiluk · Prinya Wongsa · Thamarath Pranamornkith · Sunantha Ketnawa · Satoru Kondo · Sutthiwal Setha
Institutions
Mae Fah Luang University
73IMPACT SIGNAL
Engineering

Eccentric cylindrical problems in polymer processing

Journal of Non-Newtonian Fluid Mechanics

Thailand-affiliated authors
P. Poungthong · Chanyut Kolitawong · C. Saengow
Institutions
King Mongkut's Institute of Technology Ladkrabang · King Mongkut's University of Technology North Bangkok · 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