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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
75IMPACT SIGNAL
Clinical Medicine

Inherited C5aR2 deficiency leads to uncontrolled inflammatory T cell responses and autoinflammatory disease 2309676

The Journal of Immunology

Thailand-affiliated authors
Ayden Case · Jubayer Rahman
Institutions
National Institute of Health of Thailand
75IMPACT SIGNAL
Clinical Medicine

Prevention of recurrence of severe combined immunodeficiency through preimplantation genetic testing: a case study of a novel IL2RG variant and confirmed maternal somatic mosaicism in Thailand

Journal of Assisted Reproduction and Genetics

Thailand-affiliated authors
Napadon Yaibuates · Pongpet Benjaponwattana · Busarin Boonyacheeva · Jitti Saksantisuk
Institutions
Nakornthon Hospital · PTT Public Company Limited (Thailand)
75IMPACT SIGNAL
Clinical Medicine

From MyACR to MyμAlbumin: Clinical Validation of a High‐Precision, Real‐Time Immunoturbidimetric PoC Device for Early Chronic Kidney Disease Detection

Journal of Clinical Laboratory Analysis

Thailand-affiliated authors
Tullayakorn Plengsuriyakarn · Wanna Chai่jaroenkul · Napaporn Youngvises · Kridsada Sirisabhabhorn · Waraporn Bubpha · Kesara Na‐Bangchang
Institutions
Thammasat University · Thammasat University Hospital
75IMPACT SIGNAL
Clinical Medicine

Exosomal PD-L1 level in plasma as a predictive marker for prognostic and clinical correlation in NSCLC

Scientific Reports

Thailand-affiliated authors
Krisda Jitrakbumrung · Phuritat Sookananchai · Meena Tanapirakgul · Thutchima Khieota · Poorichaya Somparn · Trairak Pisitkun · Padet Tanangterapong · Panot Sainamthip
Institutions
Chulalongkorn University
75IMPACT SIGNAL
Clinical Medicine

From biological evidence to clinical application: a scoping review of oral fluid biomarkers in type 2 diabetic periodontitis

Frontiers in Oral Health

Thailand-affiliated authors
Sukumaran Anil
Institutions
Chulalongkorn University
75IMPACT SIGNAL
Clinical Medicine

Safety and Immunogenicity of an Additional Dose of Thailand Government Pharmaceutical Organization (GPO) Inactivated NDV-HXP-S COVID-19 Vaccine (HXP-GPOVac) Administered After Primary Vaccination with HXP-GPOVac or BNT162b2: An Open-Label Phase II Extension Trial in Thai Adults

Vaccines

Thailand-affiliated authors
Prabda Praphasiri · Darunee Ditsungneon · Anusak Kerdsin · Sutthichai Nakphook · Jiraphut Kittiwatanachod · Kanlaya Sornwong · Suriya Naosri · Sarunpattori Khunarsa · Ponthip Wirachwong · Isariya Techatanawat · Piengthong Narakorn · Somchaiya Surichan · Chakrarat Pittayawonganon · Sopon Iamsirithaworn · Supakit Sirilak · Kriengkrai Prasert
Institutions
Nakhon Phanom University · Kasetsart University · Sakon Nakhon Rajabhat University · Government of Thailand · Ministry of Public Health · Health Systems Research Institute
75IMPACT SIGNAL
Clinical Medicine

Depression, anxiety, and post-traumatic stress symptoms among wildland firefighters and local residents in recurrent wildfire areas

BMC Psychology

Thailand-affiliated authors
Kanthee Anantapong · Thitiworn Choosong · Siriporn Thaiyapongsakul · Thammasin Ingviya · Udomsak Saengow
Institutions
Prince of Songkla University · Walailak University
75IMPACT SIGNAL
Global Public Health

Treatment reliability of solar septic tank systems under comparative field conditions

Scientific Reports

Thailand-affiliated authors
Tatchai Pussayanavin · Thammarat Koottatep · Sopida Khamyai · Achara Taweesan · Rawintra Eamrat · Chongrak Polprasert
Institutions
Ramkhamhaeng University · Asian Institute of Technology · Thammasat University
75IMPACT SIGNAL
Clinical Medicine

From neuraminidase inhibitors to novel mechanisms: expanding therapeutic strategies against influenza

Frontiers in Cellular and Infection Microbiology

Thailand-affiliated authors
Yan Sun · Puongtip Kunanusorn · Kuang Ming Tup · Bing Yang
Institutions
Krirk University
75IMPACT SIGNAL
Clinical Medicine

Vibrio parahaemolyticusAHPND infection altered eicosanoid biosynthesis in the gastrointestinal tract of Litopenaeus vannamei

Biochemistry and Biophysics Reports

Thailand-affiliated authors
Wananit Wimuttisuk · Pisut Yotbuntueng · Pacharawan Deenarn · Punsa Tobwor · Surasak Jiemsup · Suganya Yongkiettrakul · Kamonluk Kittiwongpukdee · Siriwan Khidprasert · Chanadda Kasamechotchung · Kitlada Srichomthong · Phawit Putprasert
Institutions
National Science and Technology Development Agency · National Center for Genetic Engineering and Biotechnology · Mahidol University · Rajamangala University of Technology Tawan-ok · Thammasat University
75IMPACT SIGNAL
Clinical Medicine

Experimental and Computational Evaluation of Hybrid Bi2O3/WO3 Nanoparticle-Filled Epoxy Composites for Lead-Free Tc-99m Gamma-Ray Shielding in Occupational Radiation Protection

Polymers

Thailand-affiliated authors
Suphalak Khamruang Marshall · Phuchisa Tepnarin · Wuttipat Wattanaphonpinich · Waritthon Atsawasetthini
Institutions
Prince of Songkla University
75IMPACT SIGNAL
Multidisciplinary

Evidence of Crystallization from Amorphous VOx to VO2 (M1) Thin Film Investigated by in-situ LEEM and NEXAFS Techniques

Chiang Mai Journal of Science

Thailand-affiliated authors
Ukit Rittihong · Napatsakorn Sarapat · Thipusa Wongpinij · Chanan Euaruksakul · Saksorn Limwichean · Mati Horprathum · Prayoon Songsiriritthigul
Institutions
Suranaree University of Technology · Synchrotron Light Research Institute · National Electronics and Computer Technology Center
75IMPACT SIGNAL
Global Public Health

Seasonal transport, retention, and river-to-ocean transfer dynamics of floating macro-debris in the Umgeni River and estuarine lagoon, South Africa

Scientific Reports

Thailand-affiliated authors
Thomas Mani
Institutions
Chulalongkorn University
75IMPACT SIGNAL
Engineering

Characterizing Sensory Drivers of Acceptance, Purchase Intent, and Emotional Responses to Plant-Based Milk Alternatives in Chilled Sweetened Coffee Among Thai Consumers

Foods

Thailand-affiliated authors
Anh Luu Hoang Nguyen · Siriporn Siralertmukul · Sarisuk Sittiketgorn · Aussama Soontrunnarudrungsri · Suntaree Suwonsichon
Institutions
Kasetsart University
75IMPACT SIGNAL
Clinical Medicine

Multifunctional Bacillus Strains for Integrated Fruit Rot Management and Improved Soil Phosphorus Availability in Longan Orchards

Journal of Fungi

Thailand-affiliated authors
Pisi Suksakol · Chananbhorn Thongrote · Tatiya Bansra · Kanlayawat Intha · Jirapinya Liamkraituan · S. Mahadtanapuk
Institutions
University of Phayao · Ministry of Public Health · Kanchanaburi Rajabhat University
75IMPACT SIGNAL
Multidisciplinary

Effects of La2O3 on the Structure and Durability of Alkali Zirconium Silicate Glasses

Chiang Mai Journal of Science

Thailand-affiliated authors
Worapong Thiemsorn · Pinit Kidkhunthod · Nattapol Laorodphan · Ativit Denprawat
Institutions
Chiang Mai University · Synchrotron Light Research Institute · Maejo University
75IMPACT SIGNAL
Global Public Health

Remote Sensing Indices for Drought Characterization in Northeast Thailand: Provisional Descriptive Reference Points and Implications for Drought Monitoring

Sustainability

Thailand-affiliated authors
Narueset Prasertsri · Patiwat Littidej · Benjamabhorn Pumhirunroj
Institutions
Mahasarakham University · Sakon Nakhon Rajabhat University
75IMPACT SIGNAL
Environmental Engineering

Performance and Microstructure Evaluation of Lightweight Low-Heat Roof Tile Using Crushed Coconut Shell as Fine Aggregate

Journal of Materials in Civil Engineering

Thailand-affiliated authors
Tratnaphan Thiparphon · Apichat Suddeepong · Suksun Horpibulsuk · Kongsak Akkharawongwhatthana · Teerasak Yaowarat · Apinun Buritatum
Institutions
Suranaree University of Technology · The Royal College Of Anesthesiologists Of Thailand
75IMPACT SIGNAL
Global Public Health

Association Between Seasonal PM2.5 Exposure and Immune Response in Residents Living in Chiang Mai Province, Thailand

Environments

Thailand-affiliated authors
Jutarat Thaboot · Witida Laopajon · Nuchjira Takheaw · Anurak Wongta · Surat Hongsibsong · Kriangkrai Chawansuntati · Supachai Yodkeeree · Woottichai Khamduang · Supansa Pata
Institutions
Chiang Mai University
75IMPACT SIGNAL
Environmental Engineering

Growth Responses and Phytoremediation Capacity of Colocasia esculenta under Drought Conditions in Pb-Contaminated Soil

Environment and Natural Resources Journal

Thailand-affiliated authors
Sukhumaporn Saeng-ngam · Panadda Larpkern · Boontida Moungsrimuangdee · Kongkeat Jampasri
Institutions
Srinakharinwirot University
75IMPACT SIGNAL
Environmental Engineering

Evaluating the role of indoor environmental quality in predicting ocular and general sick building syndrome: insights from the AIRMED project

PeerJ

Thailand-affiliated authors
Kampanat Wangsan · Vithawat Surawattanasakul · Wachiranun Sirikul · Ratana Sapbamrer
Institutions
Chiang Mai University
75IMPACT SIGNAL
Fundamental Science

OH Maser Polarimetric Observations of Planetary Nebulae

The Astrophysical Journal

Thailand-affiliated authors
Lucero Uscanga · M. D. Gray · K. Asanok
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