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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
73IMPACT SIGNAL
Clinical Medicine

Dual bispecific protein engager–armed T cells targeting BCMA and B7-H3 overcome antigen heterogeneity in multiple myeloma

Biomedicine & Pharmacotherapy

Thailand-affiliated authors
Thanida Chanpong · Nunghathai Sawasdee · Kamonlapat Supimon · Thanich Sangsuwannukul · Thaweesak Chieochansin · Pa‐thai Yenchitsomanus · Mutita Junking
Institutions
Siriraj Hospital
73IMPACT SIGNAL
Clinical Medicine

Evaluation of acoustic pulse and cold laser therapies for the treatment of dairy cows with subclinical mastitis under organic management conditions

Frontiers in Veterinary Science

Thailand-affiliated authors
Guy Jodarski
Institutions
Ministry of Agriculture and Cooperatives
73IMPACT SIGNAL
Multidisciplinary

Just how far off target are we? Measuring unmet pre-exposure prophylaxis need among men who have sex with men and transgender women in Asia-Pacific

Sexual Health

Thailand-affiliated authors
Nittaya Phanuphak
Institutions
Bangkok University
73IMPACT SIGNAL
Digital Health

An analogical argumentation framework for argumentative local explainers

Argument & Computation

Thailand-affiliated authors
Nguyen Duy Hung · Thanaruk Theeramunkong
Institutions
Thammasat University · The Royal College Of Anesthesiologists Of Thailand
73IMPACT SIGNAL
Clinical Medicine

Alpha-Mangostin in Acute Kidney Injury: Molecular Mechanisms, Regulated Cell Death, and Translational Opportunities

Antioxidants

Thailand-affiliated authors
Atthaphong Phongphithakchai · Nawanwat C. Pattaranggoon · Kraiyasak Wongna · Ratana Netphakdee · Aman Tedasen · Chutima Jansakun · Wiyada Kwanhian Klangbud · Jongkonnee Thanasai · Moragot Chatatikun
Institutions
Prince of Songkla University · Walailak University · Nakhon Phanom University · Mahasarakham University
73IMPACT SIGNAL
Global Public Health

Biotechnological Advances of Lactic Acid Bacteria in Maghrebian Countries: An Updated Review

Biotechnology and Applied Biochemistry

Thailand-affiliated authors
Pankaj Koirala · Nilesh Prakash Nirmal
Institutions
Mahidol University
73IMPACT SIGNAL
Energy and Materials

Fe-doped BiVO4/g-C3N4 heterojunction for efficient tetracycline degradation under low-intensity UV irradiation

Scientific Reports

Thailand-affiliated authors
Supakorn Boonyuen
Institutions
Thammasat University
73IMPACT SIGNAL
Clinical Medicine

Parametric study of electrohydrodynamic flow and heat transfer in a wind tunnel using thermochromic liquid crystals and smoke tracing

Scientific Reports

Thailand-affiliated authors
K. Wongcharee · D. Chutrakul · V. Chuwattanakul · S. Eiamsa-ard
Institutions
Mahanakorn University of Technology · King Mongkut's Institute of Technology Ladkrabang
73IMPACT SIGNAL
Clinical Medicine

Evidence- and opinion-based consensus from Delphi round 1 of the Asian aplastic anemia recommendation development

International Journal of Hematology

Thailand-affiliated authors
Surapol Issaragrisil
Institutions
Siriraj Hospital · Mahidol University
73IMPACT SIGNAL
Clinical Medicine

Severe fever with thrombocytopenia syndrome complicated by invasive pulmonary aspergillosis and septic shock: a case report highlighting the role of mNGS

Frontiers in Medicine

Thailand-affiliated authors
Mingzhi Fan
Institutions
Police General Hospital
73IMPACT SIGNAL
Environmental Engineering

Biphasic Oxidative Carboxylation of Aliphatic Olefins With H 2 O 2 to Produce Useful Cyclic Carbonates

Advanced Synthesis & Catalysis

Thailand-affiliated authors
Surajchaya Kheawmuan · Suthida Kaewsai · Wuttichai Natongchai · Pipat Na Ranong · Silvano Del Gobbo · Valerio D’Elia
Institutions
Vidyasirimedhi Institute of Science and Technology
73IMPACT SIGNAL
Clinical Medicine

Multifactorial influences on lung function in farmers: personal, occupational, and health-related factors

Journal of Environmental Science and Health Part B

Thailand-affiliated authors
Patchareeya Amput · Ajchamon Thammachai · Saisunee Konsanit · Patcharin Phrompao · Sirima Wongphon
Institutions
University of Phayao
73IMPACT SIGNAL
Environmental Engineering

A novel multi-criteria group decision-making technique in traffic flow and safety assessment using interval-valued complex spherical fuzzy soft set

Scientific Reports

Thailand-affiliated authors
Saalam Ali · Hamza Naveed
Institutions
King Mongkut's University of Technology Thonburi
73IMPACT SIGNAL
Clinical Medicine

Exploring the Reasons Behind the Low Purchase Rate of CPAP Machines Among Adult Patients With Obstructive Sleep Apnea Through Qualitative Research

Social Marketing Quarterly

Thailand-affiliated authors
Bundit Sawunyavisuth · Darunee Jongudomkarn · Kittisak Sawanyawisuth
Institutions
Khon Kaen University
73IMPACT SIGNAL
Environmental Engineering

Preharvest temperature treatments influence physiological traits, secondary metabolites, and volatile compounds in holy basil under controlled environment conditions

Scientific Reports

Thailand-affiliated authors
P. Boonkorkaew · Niafnan Hayi-asan · Akira Thongtip · Wannida Sae-Tang · Atikorn Panya · Natthaporn Phonsatta · Sujichon Thangvichien · Prapussorn Yingcharoen · Panita Chutimanukul
Institutions
Kasetsart University · National Science and Technology Development Agency · National Center for Genetic Engineering and Biotechnology
73IMPACT SIGNAL
Environmental Engineering

Nationwide and regional evidence on PM2.5-mortality in a tropical climate: Risks persist below standard and under climate extremes

Ecotoxicology and Environmental Safety

Thailand-affiliated authors
Phichet Khunthong · Panuwat Vittayapraparat · Sitthichok Puangthongthub
Institutions
Chulalongkorn University
73IMPACT SIGNAL
Clinical Medicine

Two Mechanisms One Molecule: Developing a ‘Truly’ Bifunctional Degrader Targeting Rpn13 and CRBN

Journal of the American Chemical Society

Thailand-affiliated authors
Cody A. Loy · Shawn E. Vinogradsky · Darci J. Trader
Institutions
Mahidol University
73IMPACT SIGNAL
Multidisciplinary

CD163+ perivascular macrophages in schizophrenia: a research framework for testing macrophage-related mechanisms

Frontiers in Psychiatry

Thailand-affiliated authors
Chavit Tunvirachaisakul · Michael Maes
Institutions
Chulalongkorn 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