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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

Aldosterone-Producing Lesions Harboring ATP1A1 and ATP2B3 Mutations: An International Multicenter Study

Hypertension

Thailand-affiliated authors
Peeradon Vibhatavata
Institutions
Thammasat University
71IMPACT SIGNAL
Clinical Medicine

Impact of clinical frailty on mortality after elective surgery in patients aged ≥ 90 years admitted to critical care: a binational intensive care registry analysis

Anaesthesia

Thailand-affiliated authors
Nattaya Raykateeraroj
Institutions
Siriraj Hospital · Mahidol University
71IMPACT SIGNAL
Clinical Medicine

Black Chickpea: Nutritional Architecture, Seed-Coat Phytochemistry, Techno-Functional Properties, and Processing Challenges

International Journal of Food Science & Technology

Thailand-affiliated authors
Muhammad Tayyab Arshad
Institutions
Prince of Songkla University
71IMPACT SIGNAL
Global Public Health

Mapping the landscape of elderly loneliness in mental health research: a comparative bibliometric analysis of Chinese and English publications

Aging & Mental Health

Thailand-affiliated authors
Nahathai Wongpakaran · Tinakon Wongpakaren
Institutions
Chiang Mai University
71IMPACT SIGNAL
Digital Health

ZILN-Net: Zero-Inflated Lognormal deep learning for probabilistic demand forecasting

Array

Thailand-affiliated authors
Preut Thanarat · Olarik Surinta · Chatklaw Jareanpon
Institutions
Mahasarakham University
71IMPACT SIGNAL
Global Public Health

Comparing Greenhouse Gas Emissions from Municipal Solid Waste Across Municipality Types in Thailand: A Province-Scale Study

Environmental Research Engineering and Management

Thailand-affiliated authors
Virin Kittithammavong · Ampira Charoensaeng · Sutha Khaodhiar
Institutions
Naresuan University · Chulalongkorn University
71IMPACT SIGNAL
Engineering

Integrated Earthquake-Induced Stability Assessment of Lam Chae Earth Dam using Sentinel-1 DInSAR and Field Instrumentation

Recent Science and Technology

Thailand-affiliated authors
Yanisa Klongchang · Soravis Supavetch · Anuphao Aobpaet
Institutions
Kasetsart University
71IMPACT SIGNAL
Multidisciplinary

Enhanced 1-km Soil Moisture Mapping over Nebraska Using Segmented Quantile Mapping of SMAP 9-km Data

Hydrological Sciences Journal

Thailand-affiliated authors
Jayanga Nishadi Samararathna Kodikara · Mohanasundaram Shanmugam · Sangam Shrestha · Natthachet Tangdamrongsub · Sarawut Ninsawat
Institutions
Asian Institute of Technology
71IMPACT SIGNAL
Clinical Medicine

Nanoformulated Curcumin Ameliorates Ulcerative Colitis via Gut Microbiota Modulation and Barrier Function Restoration

The American Journal of Chinese Medicine

Thailand-affiliated authors
Nonthaneth Nalinratana · Pornchai Rojsitthisak
Institutions
Chulalongkorn University
71IMPACT SIGNAL
Engineering

The Influence of Rheological Properties on the Adhesiveness of Food Waste and Its Implications for Mechanical Separation

ACS Omega

Thailand-affiliated authors
Noppharit Sutthasil
Institutions
Mae Fah Luang University
71IMPACT SIGNAL
Clinical Medicine

Adrenal Infections: An Underrecognized Cause of Primary Adrenal Insufficiency

Clinical Endocrinology

Thailand-affiliated authors
Taweesak Wannachalee · Suranut Charoensri · Rongpong Plongla · Thiti Snabboon · Sarat Sunthornyothin · Wasita Warachit Parksook
Institutions
Siriraj Hospital · Khon Kaen University · Thai Red Cross Society · Chulalongkorn University · King Chulalongkorn Memorial Hospital
71IMPACT SIGNAL
Clinical Medicine

Color‐Bar Bedsheet: Affordable Assistive Tool for Dix‐Hallpike Test in Primary Care

Journal of General and Family Medicine

Thailand-affiliated authors
Suwicha Kaewsiri Isaradisaikul · Pitchayanan Namung · Sanathorn Chowsilpa
Institutions
Chiang Mai University
71IMPACT SIGNAL
Multidisciplinary

Sensitivity Analysis for Identifying Parameter Changes in Attribute Data Utilizing Modified EWMA with Improved Square Root Transformation

WSEAS TRANSACTIONS ON SYSTEMS AND CONTROL

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

Plant-Derived Monoclonal Antibody Against Botulinum Neurotoxin: Pharmacokinetic Evaluation in a Mouse Model

Pharmaceuticals

Thailand-affiliated authors
Nipaporn Simsom · Waranyoo Phoolcharoen · Vudhiporn Limprasutr
Institutions
Chulalongkorn University
71IMPACT SIGNAL
Clinical Medicine

Diagnostic Performance of Ultrasonographic Median Nerve Cross-Sectional Area for Carpal Tunnel Syndrome in Wheelchair Users With Spinal Cord Injury

American Journal of Physical Medicine & Rehabilitation

Thailand-affiliated authors
Montana Buntragulpoontawee · Siam Tongprasert · Jiraporn Khorana · PT Kittipong Kitisak · Waris Karinuntakul · Pratchayapon Kammuang-lue · Sineenard Pornjaksawan · Phichayut Pinyo
Institutions
Maejo University · Chiang Mai University
71IMPACT SIGNAL
Energy and Materials

Advanced electrolytes for low-temperature zinc-ion batteries

Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences

Thailand-affiliated authors
Olivier Fontaine
Institutions
Vidyasirimedhi Institute of Science and Technology
71IMPACT SIGNAL
Multidisciplinary

Cannabis Use Behaviors and Associations with Home Cultivation and Perceived Accessibility among Secondary School Students in Songkhla, Thailand

Journal of Health Science and Medical Research

Thailand-affiliated authors
Phonchai Thongwichian · Sawitri Assanangkornchai · Wit Wichaidit
Institutions
Prince of Songkla University
71IMPACT SIGNAL
Environmental Engineering

Lipid-tail modification of the antimicrobial peptide P7 enhances membrane disruption and antibacterial activity against Klebsiella pneumoniae

PeerJ

Thailand-affiliated authors
Warintorn Thammathaporn · Natthaporn Klubthawee Aiemwichan · Ratchaneewan Aunpad
Institutions
Thammasat University
71IMPACT SIGNAL
Multidisciplinary

Lean tool selection in the context of Industry 4.0: a hybrid Pythagorean fuzzy multi-criteria decision-making method

The TQM Journal

Thailand-affiliated authors
Nitidetch Koohathongsumrit · Wasana Chankham
Institutions
Ramkhamhaeng University
71IMPACT SIGNAL
Engineering

Formation of albumin manganese carbonate hybrid microparticles by confined impinging jet mixing with a tubular maturation section

Beilstein Journal of Nanotechnology

Thailand-affiliated authors
Saranya Chaiwaree · Hans Bäumler
Institutions
Payap University
71IMPACT SIGNAL
Clinical Medicine

Characteristics and associated risk factors of opportunistic infection in children with systemic lupus erythematosus in under-resourced areas

Lupus

Thailand-affiliated authors
Boonyaporn Hengwichai · Suvaporn Anugulruengkitt · Pornpimol Rianthavorn · Parichat Khaosut
Institutions
Chulalongkorn University · King Chulalongkorn Memorial Hospital · Thai Red Cross Society
71IMPACT SIGNAL
Multidisciplinary

Development and Characterization of Shikonin-Loaded NLC with Enhanced Photostability in Hydrogel-Based Dermal Patch

Pharmaceutics

Thailand-affiliated authors
Kittithat Rueangpraphai · Kanokwan Kiattisin · Taepin Junmahasathien
Institutions
Chiang Mai University
71IMPACT SIGNAL
Multidisciplinary

Collective Open Research Infrastructure: Building DataCite Consortia in Thailand and Ethiopia

DataCite API

Thailand-affiliated authors
Namtip Wipawin · Rachada Sanoekh
Institutions
Sukhothai Thammathirat Open University · National Research Council of Thailand
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