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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

CircRNA circRtn4 as a candidate molecular marker for postmortem interval estimation in mouse brain tissues

Frontiers in Veterinary Science

Thailand-affiliated authors
Jiewen Fu · Jiewen Fu · Fu Junjiang · Fu Junjiang
Institutions
Chiang Mai University
76IMPACT SIGNAL
Clinical Medicine

Safety and immunogenicity of Thailand Government Pharmaceutical Organization (GPO) produced, COVID-19 vaccine, 10 μg HXP-GPOVac: A Phase III, double-blind, randomized trial in comparison with VAXZEVRIA

Vaccine

Thailand-affiliated authors
Kriengkrai Prasert · Sutthichai Nakphook · Jiraphut Kittiwatanachod · Darunee Ditsungneon · Kanlaya Sornwong · Suriya Naosri · Ponthip Wirachwong · Isariya Techatanawat · Piengthong Narakorn · Somchaiya Surichan · Chakrarat Pittayawonganon · Sopon Iamsirithaworn · Supakit Sirilak · Martha P. Montgomery · William W. Davis · Prabda Praphasiri
Institutions
Nakhon Phanom Hospital · Ministry of Public Health · Government of Thailand · Health Systems Research Institute · Nakhon Phanom University
76IMPACT SIGNAL
Multidisciplinary

Residual rhythms and sustainable sense of place: lessons learned from a Thai urban neighborhood

Journal of Urbanism International Research on Placemaking and Urban Sustainability

Thailand-affiliated authors
Anon Chaimanee
Institutions
Chiang Mai University
76IMPACT SIGNAL
Clinical Medicine

A Multinational Study of Orientation-Aware Deep Learning for Automated Detection of Retained Roots and Periodontal Bone Loss

International Dental Journal

Thailand-affiliated authors
Zohaib Khurshid · Onanong Chai-U-Dom Silkosessak · Vorapat Trachoo · Thantrira Porntaveetus
Institutions
Chulalongkorn University
76IMPACT SIGNAL
Clinical Medicine

Cold Snare Polypectomy Versus Cold Snare Polypectomy With Submucosal Injection for 3–9 mm Colorectal Polyps: A Randomized Controlled Trial

Journal of Gastroenterology and Hepatology

Thailand-affiliated authors
Sukit Pattarajierapan · Ponpapat Surapat · Supaphat Kongsupapsiri · Papanun Methakittrakoon · Naruemon Wisedopas · Natcha Wanpiyarat · Nathawadee Lerttanatum · Supakij Khomvilai
Institutions
Thai Red Cross Society · Chulalongkorn University · King Chulalongkorn Memorial Hospital
76IMPACT SIGNAL
Clinical Medicine

Association of excise duty reforms with alcohol per capita consumption and alcohol-attributable life expectancy loss in Malaysia, 2000–2022: An interrupted time-series analysis

International Journal of Drug Policy

Thailand-affiliated authors
Sawitri Assanangkornchai
Institutions
Prince of Songkla University
76IMPACT SIGNAL
Clinical Medicine

A Comprehensive Mitochondrial Cytochrome c Oxidase Subunit II Gene (cox2)-Based Framework for Genotyping and Phylogenetic Analysis of Pythium insidiosum and Related Taxa

Microorganisms

Thailand-affiliated authors
Nichapat Yurayart · Thidarat Rujirawat · Theerapong Krajaejun
Institutions
Khon Kaen University · Mahidol University · Ramathibodi Hospital
76IMPACT SIGNAL
Energy and Materials

Synergistic defect passivation and crystallization control via bifunctional ethylenethiourea additive in CsPbIBr2 perovskite solar cells

Materials Science in Semiconductor Processing

Thailand-affiliated authors
Theerapat Arpornrat · Watcharapong Pudkon · Nutpaphat Jarulertwathana · Araya Ruengsuk · Kumaree Thongimboon · Piyapond Makming · Thanawat Kanlayapattamapong · Pattanasak Tipparak · Natthawat Semakul · Duangmanee Wongratanaphisan · Pipat Ruankham
Institutions
Chiang Mai University · Maejo University
76IMPACT SIGNAL
Clinical Medicine

The effect of an integrated application‐supported mindfulness‐based cognitive therapy programme on depression among adolescents with non‐suicidal self‐injury: A randomized controlled trial

British Journal of Clinical Psychology

Thailand-affiliated authors
Russunan Jantarapakdee · Ratchaneekorn Upasen · Penpaktr Uthis
Institutions
Burapha University · Chulalongkorn University
76IMPACT SIGNAL
Clinical Medicine

Light-Cured Silver Diamine Fluoride for Active Cavitated Caries Arrest in Primary Teeth: A Split-Mouth Trial

International Dental Journal

Thailand-affiliated authors
Nuttha Wannapaka · Chutima Trairatvorakul · Marcio A. da Fonseca · Somkamol Vanichvatana · Oranuch Techatharatip
Institutions
Chulalongkorn University
76IMPACT SIGNAL
Multidisciplinary

Mechanistic insights into thermophilic anaerobic digestion of food waste: Linking macromolecular composition, microbial community dynamics, and biomethane production kinetics

Biomass and Bioenergy

Thailand-affiliated authors
Jirasin Koonthongkaew · Bhumin Than-ardna · Apanee Luengnaruemitchai
Institutions
Chulalongkorn University
76IMPACT SIGNAL
Multidisciplinary

From Napier grass to bioethanol and beyond: sustainable urea and oxalic acid pretreatments with valorization of pretreatment filtrates for plant growth and pigment enhancement

Biofuels

Thailand-affiliated authors
Diana Jose · Pooja R. Anand · Nida Arshad · Atthasit Tawai · Kittipong Rattanaporn · Malinee Sriariyanun
Institutions
King Mongkut's University of Technology North Bangkok · Kasetsart University
76IMPACT SIGNAL
Clinical Medicine

Early Outcomes of Physician-Modified Endurant Limbs vs Iliac Branch Devices in Narrow Common Iliac Arteries: A Retrospective Cohort Pilot Study

Journal of Endovascular Therapy

Thailand-affiliated authors
Chayatorn Chansakaow · Termpong Reanpang · Saranat Orrapin · Supapong Arworn · Kritsada Phruksawatnon · Rungrujee Kaweewan · Kittipan Rerkasem · Jiraporn Khorana · Poon Apichartpiyakul
Institutions
Chiang Mai University · Nakornping Hospital
76IMPACT SIGNAL
Multidisciplinary

The McRoberts maneuver in shoulder dystocia: A critical reappraisal

International Journal of Gynecology & Obstetrics

Thailand-affiliated authors
Theera Tongsong · Sirinart Sirilert · Suchaya Luewan
Institutions
Chiang Mai University
76IMPACT SIGNAL
Clinical Medicine

Accuracy and feasibility of initiating real-time continuous glucose monitoring in noncritically ill hospitalized patients with type 2 diabetes

World Journal of Diabetes

Thailand-affiliated authors
Sirinart Sirinvaravong · Choompunuj Sakjirapapong · Lukana Preechasuk
Institutions
Siriraj Hospital · Mahidol University
76IMPACT SIGNAL
Clinical Medicine

Design of a tetravalent dengue vaccine incorporating T-cell epitopes from NS3 and NS5 proteins and B-cell epitopes from the envelope protein using an immunoinformatics approach

Frontiers in Cellular and Infection Microbiology

Thailand-affiliated authors
Theerawat Dobutr · Pemikar Srifa · Nawamin Pinpathomrat
Institutions
Prince of Songkla University
76IMPACT SIGNAL
Engineering

Terminal Compatibility and Admissibility of a Meridional Caputo Flow Rule in Transformed-Stress Clay Plasticity

Fractal and Fractional

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

Tomato ripeness classification with weight-based and texture-adaptive pooling in CNNs

Engineering and Applied Science Research

Thailand-affiliated authors
Rut Yatigul · Wisanu Jitviriya · Aran Blattler · Watcharin Tangsuksant · Teppakorn Sittiwanchai
Institutions
King Mongkut's University of Technology North Bangkok
76IMPACT SIGNAL
Multidisciplinary

Invisible in the crisis: multicultural and multilingual learners in wartime education and the RESCUE framework for inclusive resilience

Journal for Multicultural Education

Thailand-affiliated authors
Lapasrada Jitwarin
Institutions
Mahidol University
76IMPACT SIGNAL
Clinical Medicine

Occupation and Lymphoma Risk by Cell of Origin: A Nationwide Matched Case–Control Study in Thailand

Cancer Prevention Research

Thailand-affiliated authors
Chatchai Ekpanyaskul · Suleeporn Sangrajung
Institutions
Srinakharinwirot University · Ministry of Public Health
76IMPACT SIGNAL
Clinical Medicine

Dynamic changes of serum vascular endothelial growth factor after surgical resection of hepatocellular carcinoma and its application in recurrence monitoring

Frontiers in Oncology

Thailand-affiliated authors
Phichayut Phinyo · Noraworn Jirattikanwong · Peraphan Pothacharoen
Institutions
Chiang Mai University
76IMPACT SIGNAL
Digital Health

Early Classification of Impact- and Vibration-Induced Bruising in ‘Glom Sali’ Guava Using RGB Imaging and Deep Learning

Agriculture

Thailand-affiliated authors
Rattapon Saengrayap · Sujitra Arwatchananukul · Wacharawan Intayoad · Chayapol Kamyod · Saowapa Chaiwong · Nattapol Aunsri
Institutions
Mae Fah Luang 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