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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
Clinical Medicine

Production system-associated hepatic histomorphometric adaptations in swine: Comparative analysis of glycogen deposition, Kupffer cell abundance, and liver microarchitecture

Veterinary World

Thailand-affiliated authors
Nattawat Chaiyawong · Anongwadee Nadprasop · Natcha Khong-on · Siwakon Kongchan · Ittipon Phoungpetchara · Pichaya Jumnongprakhon · Charkriya Promsuban
Institutions
Siriraj Hospital · Naresuan University Hospital
72IMPACT SIGNAL
Multidisciplinary

Tissue-Specific Metabolite Profiling and Antioxidant Potential of Eclipta prostrata Following Different Drying Treatments

International Journal of Molecular Sciences

Thailand-affiliated authors
Amina Bibi · Udomsap Jaitham · Phannika Tongchai · Peerapong Jeeno · Kunrunya Sutan · Sakaewan Ounjaijean · Hataichanok Chuljerm · Anurak Wongta · Sumed Yadoung · Khanchai Danmek · Surat Hongsibsong
Institutions
Chiang Mai University · University of Phayao
72IMPACT SIGNAL
Energy and Materials

Regulating the Spin State of Fe‐N 4 Sites via Electronic Metal‐Support Interactions Enables Chloride‐Tolerant Bifunctional Oxygen Catalysis

Small Methods

Thailand-affiliated authors
Sarayut Tunmee · Suttipong Wannapaiboon
Institutions
Synchrotron Light Research Institute
72IMPACT SIGNAL
Clinical Medicine

Impact of Myocardial Fibrosis and Female Sex on Life-Threatening Arrhythmias and Sudden Cardiac Death in Mitral Valve Prolapse

Circulation Cardiovascular Imaging

Thailand-affiliated authors
Thammarak Songsangjinda
Institutions
Prince of Songkla University
72IMPACT SIGNAL
Clinical Medicine

Prediction model for abnormal joint line obliquity after open wedge high tibial osteotomy using knee radiographic parameters

Knee Surgery and Related Research

Thailand-affiliated authors
Kritsada Sukha · Witoon Thremthakanpon · Burin Sutthapakti · Kriangkamol Benjawongsathien · Thanawut HIRUNTHANAWIWAT · Wiboon Wanitcharoenporn · Thisayapong Inta-Ngam · Artit Laoruengthana
Institutions
Buddhachinaraj Hospital · Phitsanulok University · Kamphaeng Phet Rajabhat University · Naresuan University
72IMPACT SIGNAL
Clinical Medicine

Explainable Surrogate-Based Knowledge Extraction from DEM Simulations: Cross-System Algorithm Selection and SHAP Interpretability for Granular Material Handling Optimization

Machine Learning and Knowledge Extraction

Thailand-affiliated authors
Suphatchakorn Limhengha · Supattarachai Sudsawat
Institutions
Prince of Songkla University · Suratthani Rajabhat University · King Mongkut's University of Technology North Bangkok
72IMPACT SIGNAL
Clinical Medicine

The Influence of Food Superstition (Kentucky Fried Chicken, KFC) on the On-Duty Surgeon’s Workload: A Multiple-Armed Randomized Controlled Trial

Annals of Surgery Open

Thailand-affiliated authors
Sineenart HONGLERTKAWIN · Suphanat Wongsanuphat
Institutions
Thaksin University · Ministry of Public Health
72IMPACT SIGNAL
Clinical Medicine

Molecular Pharmacological Characterization of Dicentrine Isolated from Stephania venosa in Human Lymphoma Cells

International Journal of Molecular Sciences

Thailand-affiliated authors
Aroonchai Saiai · Sirinya Moakmamern · Lapamas Rueankum · Wenxian Yin · Singkome Tima · Siriporn Okonogi · Sawitree Chiampanichayakul · Songyot Anuchapreeda
Institutions
Chiang Mai University
72IMPACT SIGNAL
Clinical Medicine

Modeling Influenza–Streptococcus pneumoniae Co-Infection: Multistage Progression and Competitive Exclusion

Symmetry

Thailand-affiliated authors
Din Prathumwan · Sirawit Phakmee · Inthira Chaiya · Kamonchat Trachoo
Institutions
Khon Kaen University · Mahasarakham University
72IMPACT SIGNAL
Energy and Materials

Pollen Viability and Stigma Receptivity in Zephyranthes: Implications for Controlled Pollination

International Journal of Plant Biology

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

Essential Interval Valued Fuzzy Ideals in Ternary Semigroups

International Journal of Analysis and Applications

Thailand-affiliated authors
Phonphan Muangkham · Korawan Jaichuen · Aiyared Iampan · Thiti Gaketem
Institutions
University of Phayao
72IMPACT SIGNAL
Multidisciplinary

Niosomal Encapsulation of Oroxylum indicum Leaf Extract for Topical Anti-Inflammatory Application

Pharmaceutics

Thailand-affiliated authors
Pattaraphorn Panomai · Nattawadee Kanpipit · Natsajee Nualkaew · Suthasinee Thapphasaraphong
Institutions
Khon Kaen University · Rajamangala University of Technology Krungthep
72IMPACT SIGNAL
Clinical Medicine

Hepatitis B vaccine-induced immunity among hill tribe and stateless children in northern Thailand

Vaccine X

Thailand-affiliated authors
Tawatchai Apidechkul · Manassawin Kampun · Buathanya Srikua · Fartima Yeemard · Watchareewan Apidechkul · Chalitar Chomchoei · Panupong Upala · Ratipark Tamornpark
Institutions
Mae Fah Luang University
72IMPACT SIGNAL
Global Public Health

Pharmacogenomic landscape in Thailand: Array-based profiling and EMR-linked medication exposure

PLoS ONE

Thailand-affiliated authors
Phongthana Pasookhush · Sophida Suta · Sureeporn Pumeiam · Pichanun Mongkolsucharitkul · Bonggochpass Pinsawas · Suphawan Ophakas · Korapat Mayurasakorn
Institutions
Siriraj Hospital · Mahidol University
72IMPACT SIGNAL
Multidisciplinary

Mobilising intellectual capital for sustained advantage: How transformational leadership mediates the knowledge-based views effect on firm performance in airlines

Research in Transportation Business & Management

Thailand-affiliated authors
Vissanu Zumitzavan · Sarinthree Udchachone · Gamon Savatsomboon
Institutions
Khon Kaen University · Mahasarakham University
72IMPACT SIGNAL
Engineering

ElectrosprayedShellac–Salt Nanoparticles forImproved Intestinal Dissolution and pH-Responsive Drug Release

ACS Omega

Thailand-affiliated authors
Wantanwa Krongrawa · Chutima Limmatvapirat · Pornsak Sriamornsak · Nawinda Chinatangkul · Siraprapa Chansatidkosol · Sontaya Limmatvapirat
Institutions
Silpakorn University · Siam University · Burapha University
72IMPACT SIGNAL
Clinical Medicine

Healthcare System Capacity, Efficiency and Obstacles Since China's 2009 Reform: An Integrated Time-Series Assessment of Regional Disparities

Asia Pacific Journal of Health Management

Thailand-affiliated authors
Daren Zhao · Seung Chun Paek
Institutions
Mahidol University
72IMPACT SIGNAL
Multidisciplinary

Exploring the α-Glucosidase Inhibitory Activity of Bioactive Compounds from Persicaria odorata (Lour.) Extracts via Integrated In Vitro and In Silico Studies

International Journal of Molecular Sciences

Thailand-affiliated authors
Muhammad Subhan · Kamonpan Sanachai · Bodee Nutho · Juthamat Ratha · Pimolwan Siriparu · Suthida Datham · Benjamat Bangthong · Tanit Padumanonda · Bunleu Sungthong · Ploenthip Puthongking
Institutions
Khon Kaen University · Mahidol University · Mahasarakham University
72IMPACT SIGNAL
Environmental Engineering

Bioactive Peptide Fractions from Mung Bean Protein Hydrolysate: Antioxidant Activity, Anti-Inflammatory Effects, and Immunomodulatory Responses in RAW 264.7 Macrophages

International Journal of Molecular Sciences

Thailand-affiliated authors
Worrapob Chaisan · Kanokwan Promjeen · Komgrit Eawsakul · Chawan Manaspon · Niramon Utama‐ang
Institutions
Chiang Mai University · Maejo University · North Chiang Mai University · Walailak University
72IMPACT SIGNAL
Clinical Medicine

Transient Coronary Thrombosis Mimicking Myopericarditis Revealing JAK2-Positive Essential Thrombocythemia

JACC Case Reports

Thailand-affiliated authors
Paisit Kosum · Akenarong Pipatputthapong · Pongpun Jittham · Nattakorn Songsirisuk · Peerapon Wong · Rawisut Deoisares · Koravich Phumviwattanasirikul · Worathon Banlue · Nonthikorn Theerasuwipakorn · Chalinee Pravarnpat
Institutions
Naresuan University Hospital · Naresuan University · King Chulalongkorn Memorial Hospital
72IMPACT SIGNAL
Clinical Medicine

Infliximab-induced Remission of Postoperative Pyoderma Gangrenosum: A Case Report and Literature Review

Plastic & Reconstructive Surgery Global Open

Thailand-affiliated authors
Panapipat Pratanrit · Nathathai Pratumchart · Kumutnart Chanprapaph · Sopon Jirasiritham · Ploysyne Rattanakaemakorn
Institutions
Mahidol University · Ramathibodi Hospital
72IMPACT SIGNAL
Global Public Health

Applied Research Note: Comparative efficacy of commercial phytases in inorganic phosphorus-free broiler diets

The Journal of Applied Poultry Research

Thailand-affiliated authors
Saksit Srinongkote
Institutions
University of Phayao
72IMPACT SIGNAL
Multidisciplinary

Carbon Sequestration Assessment in Napier Grass Plantations Using UAV-Based Imagery and Blockchain-Enabled Carbon Trading

Environmental Challenges

Thailand-affiliated authors
Varot Soonthornnont · Supachate Innet
Institutions
University of the Thai Chamber of Commerce
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