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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
76IMPACT SIGNAL
Clinical Medicine

Clinical and Immunological Responses to Dermatophagoides farinae Allergen Immunotherapy in Dogs With Atopic Dermatitis

Veterinary Dermatology

Thailand-affiliated authors
Jakaphan Wannawong · Maturawan Tunhikorn · Pannathee Prangtaworn · Nawannaporn Saelim · Thapani Srisai · Nitaya Indrawattana · Sivapong Sungpradit · Anchalee Tungtrongchitr · Witthawat Wiriyarat
Institutions
Mahidol University · Siriraj Hospital
76IMPACT SIGNAL
Global Public Health

Effectiveness of Vitamin C Supplementation on Bone Mineral Density and Peripheral Arterial Quality

Journal of Nutrition and Food Security

Thailand-affiliated authors
Narisa Rueangsri · Natthakan Kanchana · Preechayapa Silarod · Bongkochnuch Ruangpum · Kannatcha Phengkrajang · Onpreeya Chumjit · Punyada Seesod · Patcharin Janhom · Paphatsara Uaongnarat · Chayuttapong Benjaprom · Woranitta Petsiri · Natbodin Jueajaiamnart · Niratchaporn Thanopajai
Institutions
Burapha University
76IMPACT SIGNAL
Clinical Medicine

A comparative study of baseline convolutional neural network and ResNet50 for image-based tomato leaf disease classification

International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering

Thailand-affiliated authors
Sumana Budsabok · Wachiraporn Polpanumas · Piyanan Khongphai
Institutions
Rajamangala University of Technology Isan · Rajamangala University of Technology Suvarnabhumi
76IMPACT SIGNAL
Multidisciplinary

From independence to interdependence: Mapping good governance pathways in OECD and EU economies

International Review of Administrative Sciences

Thailand-affiliated authors
Boonlert Jitmaneeroj
Institutions
Chulalongkorn University
76IMPACT SIGNAL
Clinical Medicine

Evaluation of a Strength-Based Resilience Program on Resilience, Perceived Stress, and Depressive Symptoms Among Secondary School Students in a Thai Private School: A Single-Group Pre–Post–Follow-Up Mixed-Methods Study

Healthcare

Thailand-affiliated authors
Siriphorn Na nakorn · Wilai Napa · Suchanart Inwanna
Institutions
Mahidol University · Ramathibodi Hospital
76IMPACT SIGNAL
Clinical Medicine

Intra-amniotic infection: diagnosis, nomenclature, clinical significance, management, and microbiologic tools used for the diagnosis

Clinical Microbiology Reviews

Thailand-affiliated authors
Pisut Pongchaikul · Puntabut Warintaksa · Piroon Jenjaroenpun · Anunya Opasawatchai · Rapeewan Settacomkul · Pornpun Vivithanaporn · Suwatcharaporn Hadratchai · Arunee Singsnaeh · Iyarit Thaipisuttikul · Thidathip Wongsurawat · Piya Chaemsaithong
Institutions
Mahidol University · Ramathibodi Hospital · Siriraj Hospital
76IMPACT SIGNAL
Multidisciplinary

Problems of Qualification of Desertion (Article 338 of the Criminal Code of the Russian Federation) in the Context of the Special Military Operation: Judicial Practice and Legal Conflicts

Russian judge

Thailand-affiliated authors
Igor V. Korzhuk
Institutions
Far Eastern University
76IMPACT SIGNAL
Multidisciplinary

On the Issue of Forming Legal Incentives for Achieving the Goal of Judicial Proceedings — Reconciliation

Russian judge

Thailand-affiliated authors
Anna K. Sheremetyeva
Institutions
Far Eastern University
76IMPACT SIGNAL
Multidisciplinary

Tactics of Interrogating Juvenile Participants in Criminal Proceedings with Consideration of Their Age Characteristics

Russian judge

Thailand-affiliated authors
Tatyana F. Pudovikova
Institutions
Far Eastern University
76IMPACT SIGNAL
Clinical Medicine

Survival Impact of Programmed Cell Death Ligand‐1 Expression in Patients With Epithelial Ovarian Carcinoma

Cancer Reports

Thailand-affiliated authors
Achjima Tankul · Suchanan Hanamornroongruang · Naravat Poungvarin · Rachawalan Suriyasaengsri · Sompop Kuljarusnont · Pornprom Ittiamornlert · Wathirada Karnchanabanyong · Irene Ruengkhachorn · Saowalak Hunnangkul
Institutions
Siriraj Hospital · Charoenkrung Pracharak Hospital · Mahidol University
76IMPACT SIGNAL
Multidisciplinary

Emotional resistance and identity formation in youth in post-coup Myanmar revolutionary landscape

International Review of Sociology

Thailand-affiliated authors
Tin Maung Htwe
Institutions
Chiang Mai University
76IMPACT SIGNAL
Multidisciplinary

Negotiating sustainability through information practices in an indigenous weaving knowledge ecosystem

Journal of Documentation

Thailand-affiliated authors
Piyapat Jarusawat
Institutions
Chiang Mai University
76IMPACT SIGNAL
Clinical Medicine

Diarrhea Mortality and Flood Characteristics in SoutheastAsia: A Multicountry Case-Crossover Analysis

Environment & Health

Thailand-affiliated authors
Wissanupong Kliengchuay · Kraichat Tantrakarnapa
Institutions
Mahidol University
76IMPACT SIGNAL
Clinical Medicine

Preparation for Pediatric Gastrointestinal Endoscopy

Gastroenterology Nursing

Thailand-affiliated authors
Napapat Butsriphum · Songpon Getsuwan · Pornthep Tanpowpong · Chatmanee Lertudomphonwanit · Suporn Treepongkaruna
Institutions
Ramathibodi Hospital
76IMPACT SIGNAL
Clinical Medicine

Nontherapeutic INR After Hospital Discharge: A Repeated-Measures Analysis of Warfarin-Treated Patients and Potential Drug–Drug Interactions

Clinics and Practice

Thailand-affiliated authors
Kanthida Methaset · Pattamawan Kosuma · Arom Jedsadayanmata
Institutions
Thammasat University · Thammasat University Hospital
76IMPACT SIGNAL
Clinical Medicine

Oral Potentially Malignant Disorders in Thailand: Regional Variations and Ecological Determinants

JDR Clinical & Translational Research

Thailand-affiliated authors
R. Owasitth · Risa Chaisuparat · Saranath Lawpoolsri · P. Soparat · Palinee Detsomboonrat
Institutions
Chulalongkorn University · Mahidol University · Mahidol Oxford Tropical Medicine Research Unit · Ministry of Public Health
76IMPACT SIGNAL
Clinical Medicine

Evaluating the Discriminative Validity of a Smartphone-Based Accelerometer Application During the Modified Clinical Test of Sensory Interaction on Balance to Screen Fall Risk in Vestibular Patients

Neurorehabilitation

Thailand-affiliated authors
Kanokporn Pooranawatthanakul · Nichaporn Khumduang · Nattawan Utoomprurkporn · Akkradate Siriphorn
Institutions
Chulalongkorn University
76IMPACT SIGNAL
Environmental Engineering

Physics-informed remaining useful life prediction of rolling bearings under variable speed using vibration envelope features and adaptive maintenance thresholds

Sound&Vibration

Thailand-affiliated authors
Qian Chen · Jin Zhang · Ziyu Cai
Institutions
Shinawatra University
76IMPACT SIGNAL
Engineering

Normalized, Not Absolute: Transferable Prediction of SPT-N from Trend-Based Resistivity Descriptors for Resource-Efficient and Sustainable Site Investigation

Sustainability

Thailand-affiliated authors
Nopanom Kaewhanam · Siwa Kaewplang · Thammanun Chatwong · Apichit Kampala · Sitthiphat Eua-apiwatch
Institutions
Mahasarakham University · Rajamangala University of Technology Isan · Burapha University
76IMPACT SIGNAL
Environmental Engineering

Three-Dimensional Structural and Diurnal Dynamics of NO 2 and HCHO by UAV Hyperspectral in Bangkok

Environmental Science & Technology

Thailand-affiliated authors
Worapop Thongsame · Chonlada Bennett · Titaporn Supasri · Jeerasak Longmali
Institutions
National Astronomical Research Institute 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