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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
Multidisciplinary

Multi-source field deployment of a low-cost electrostatic PM1.0–PM2.5–PM10 continuous emission monitoring system: Fuel-dependent emission signatures across gaseous-, liquid-, and solid-fuel industrial stacks

Particulate Science And Technology

Thailand-affiliated authors
Panich Intra · Wisanapat Rattanachan
Institutions
Rajamangala University of Technology Lanna
71IMPACT SIGNAL
Multidisciplinary

Dynamic associations among exercise self-efficacy, extracurricular exercise involvement, and perceived physical fitness in Chinese undergraduates: a three-wave RI-CLPM study

Frontiers in Psychology

Thailand-affiliated authors
Meng Dai
Institutions
Shinawatra University
71IMPACT SIGNAL
Global Public Health

From Sustainable Practices to SME Resilience: An Integrative, Systems‐Based Review With Propositions

Business Strategy and the Environment

Thailand-affiliated authors
Pongsakorn Nongnuch · Trin Thananusak · Prattana Punnakitikashem
Institutions
Mahidol University
71IMPACT SIGNAL
Global Public Health

Prospects for developing sleep-related functional foods: Use of electroencephalography for objective sleep measurement

Foods and raw materials

Thailand-affiliated authors
Apsorn Sattayakhom · Phanit Koomhin · Narumol Matan
Institutions
Walailak University
71IMPACT SIGNAL
Energy and Materials

Electrochemical Modification of Methane Plasma-Derived Recovered Carbon by Phosphorus Doping as an Anode Material for Sodium-Ion Batteries

Green energy and fuel research.

Thailand-affiliated authors
Wei-Ren Liu
Institutions
Chulalongkorn University
71IMPACT SIGNAL
Multidisciplinary

Arithmetic exceptionality of Lattès maps

Finite Fields and Their Applications

Thailand-affiliated authors
Songpon Sriwongsa · Detchat Samart · Chatchawan Panraksa
Institutions
King Mongkut's University of Technology Thonburi · Burapha University · Mahidol University
71IMPACT SIGNAL
Engineering

Assessment of the Impact of Oil-Contaminated Sand on the Structural Performance of Reinforced Concrete: Experimental and Numerical Analysis

Mesopotamian journal of civil engineering.

Thailand-affiliated authors
Nurul Husna Hassan
Institutions
Asian Institute of Technology
71IMPACT SIGNAL
Global Public Health

Nutrient‐rich algal innovation: exploring the amino acid profile, flavor, antioxidant, immunomodulatory, and cytotoxic properties of Chara corallina protein sauce powder

Journal of the Science of Food and Agriculture

Thailand-affiliated authors
Kangsadan Boonprab · Sunisa Kongthong · Wanninee Chankaew
Institutions
Kasetsart University · Rajamangala University of Technology Srivijaya
71IMPACT SIGNAL
Clinical Medicine

Lotus-Leaf-Inspired Surface-Fluorinated Indium Oxide Nanomastoid for Humidity-Resistant Hydrogen Sulfide Detection in Exhaled Breath

ACS Sensors

Thailand-affiliated authors
Mati Horprathum
Institutions
National Electronics and Computer Technology Center
71IMPACT SIGNAL
Global Public Health

Typhonium boonkerdii (Araceae), a Distinctive New Geophytic Species from Northeastern Thailand

Life

Thailand-affiliated authors
Wilawan Promprom · Phukphon Munglue · Wannachai Chatan
Institutions
Mahasarakham University · Ubon Ratchathani Rajabhat University
71IMPACT SIGNAL
Clinical Medicine

Choroidal Involvement in Nodal Marginal Zone Lymphoma Presenting as Serous Retinal Detachment

Ocular Immunology and Inflammation

Thailand-affiliated authors
Kanpirom Tangpontirak · Natthaphop Peenatakapho · Chinadol Wanitpongpun · Wipada Laovirojjanakul
Institutions
Khon Kaen University
71IMPACT SIGNAL
Engineering

Full-scale experimental performance of a charcoal-fired mobile fire-tube boiler for steam-powered vehicle applications

Next Energy

Thailand-affiliated authors
Wasan Theansuwan · Teeratat Sopakitiboon · Theerawat Kumnorkaew
Institutions
Rajamangala University of Technology Krungthep
71IMPACT SIGNAL
Clinical Medicine

Sleep Health in Adults with Intellectual Disability: Recent Advances and Persistent Evidence Gaps

Current Treatment Options in Neurology

Thailand-affiliated authors
Naphat Sirinimnualkul
Institutions
Thai Red Cross Society · King Chulalongkorn Memorial Hospital
71IMPACT SIGNAL
Clinical Medicine

From co-presence to zoning: Dayak Iban–orangutan relations and everyday territorialization in West Kalimantan

Environment and Planning E Nature and Space

Thailand-affiliated authors
Hanna Nur Afifah Yogar
Institutions
Chulalongkorn University
71IMPACT SIGNAL
Digital Health

Social and technical drivers of traditional craftspeople’s continuance intention to use AI-generated content systems: a mixed SEM–fsQCA study

Humanities and Social Sciences Communications

Thailand-affiliated authors
Xuemei Sun
Institutions
National Institute of Development Administration
71IMPACT SIGNAL
Clinical Medicine

South African flag sign facilitating early recognition of acute first diagonal occlusion in a complex non-left main coronary bifurcation lesion: A case report

Narra J

Thailand-affiliated authors
Wittawat Wattanasiriporn · Atthaphon Phaisitkriengkrai · Chantisa Arayangkoon
Institutions
Rangsit University · Central Chest Institute of Thailand · Rajavithi Hospital
71IMPACT SIGNAL
Clinical Medicine

Chitosan-Coated Oleuropein Nanoliposomes Enable Dose-Sparing Suppression of Serum Inflammatory Markers in a TNF-α-Induced Vascular Inflammation Model

ACS Omega

Thailand-affiliated authors
Roi Martin B. Pajimna · John Wilfred T. Malabanan · Nonthaneth Nalinratana · Pranee Rojsitthisak · Pornchai Rojsitthisak
Institutions
Chulalongkorn University
71IMPACT SIGNAL
Energy and Materials

Interfacial coupling and redox engineering in CoS-NiSe2 heterostructures for high-performance asymmetric supercapacitors

Journal of Saudi Chemical Society

Thailand-affiliated authors
Farasat Haider
Institutions
Chulalongkorn University
71IMPACT SIGNAL
Clinical Medicine

Systemic hypoxia or Foxp3-directed Phd2 silencing cause immune activation and augment the protective immune response to BCG

Communications Biology

Thailand-affiliated authors
Nawamin Pinpathomrat
Institutions
Prince of Songkla University
71IMPACT SIGNAL
Engineering

3D-printed cavity box for electric energy harvesting from low-frequency sound waves

Results in Engineering

Thailand-affiliated authors
Panupong Jaiban · Nawaporn Noksawang · Anucha Watcharapasorn
Institutions
Chiang Mai University · King Mongkut's University of Technology North Bangkok
71IMPACT SIGNAL
Environmental Engineering

Salicylic acid enhances growth and cadmium–lead phytostabilization in Napier grass (Pennisetum purpureum cv. Mahasarakham)

Ecotoxicology and Environmental Safety

Thailand-affiliated authors
Thant Zin Maung · Amnat Phetsuwan · Weeradej Meeinkuirt
Institutions
Mahidol University
71IMPACT SIGNAL
Digital Health

From cross-border power links to a digitalized regional market: A critical review of the ASEAN power grid as a catalyst for decarbonization

Renewable and Sustainable Energy Reviews

Thailand-affiliated authors
Boonyang Plangklang
Institutions
Rajamangala University of Technology
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