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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
Environmental Engineering

A high-accuracy RFID system for efficient management of hospital textiles: design, implementation, and performance evaluation

Journal of Medical Engineering & Technology

Thailand-affiliated authors
Kittisak Phaebua · Kiadtisak Salayong · Montree Saowadee · Titipong Lertwiriyaprapa · Prayoot Akkaraekthalin
Institutions
King Mongkut's University of Technology North Bangkok
71IMPACT SIGNAL
Environmental Engineering

3D-VRTGR: A novel 3D virtual relay tunnel-based geographic routing for flying ad hoc networks

Journal of King Saud University - Computer and Information Sciences

Thailand-affiliated authors
Thantrira Porntaveetus
Institutions
Chulalongkorn University
71IMPACT SIGNAL
Engineering

Upcycling fibroin-rich silk waste from silk-sheet farming: Chemical-free post-degumming mechanical valorization strategy for textile upcycling

Waste Management Bulletin

Thailand-affiliated authors
Siriwun Duanghirun · Bintasan Kwankhao · Apichart Artnaseaw
Institutions
Rajamangala University of Technology · Khon Kaen University
71IMPACT SIGNAL
Clinical Medicine

Decoding fibroblast activation: Transcriptional networks in hepatic stellate cells and across fibrotic organs (Review)

International Journal of Molecular Medicine

Thailand-affiliated authors
Denita Charoenthanakitkul · Chaiyaboot Ariyachet
Institutions
Chulalongkorn University
71IMPACT SIGNAL
Environmental Engineering

pH-Dependent Diffusion-Dissolution Transition in Vancomycin-Loaded Calcium Phosphate-Liposome Nanoparticles

Colloids and Interfaces

Thailand-affiliated authors
Arphaphon Sichamnan · Tanatsaparn Tithito · Weeraphat Pon‐On
Institutions
Kasetsart University
71IMPACT SIGNAL
Multidisciplinary

Valorization of Pecan Shell Waste into Magnetic Fe3O4@Biocarbon for Arsenic Removal from Water: Optimization Using Fuzzy Decision Networks and RSM

Technologies

Thailand-affiliated authors
Nakorn Tippayawong · Patiroop Pholchan
Institutions
Chiang Mai University
71IMPACT SIGNAL
Digital Health

Organisational Culture and Healthcare Workforce Performance in Vietnam: The Mediating Roles of Knowledge Sharing and Digital Transformation

Healthcare

Thailand-affiliated authors
Ngoc Doan Thu Vuong · Vissanu Zumitzavan · Grichawat Lowatcharin
Institutions
Khon Kaen University
71IMPACT SIGNAL
Engineering

Estimating Sugarcane Planting Date from Multi-Sensor Satellite Time Series Using Derivative Dynamic Time Warping

Informatics

Thailand-affiliated authors
Arket Suksomnuek · Chudech Losiri · Asamaporn Sitthi
Institutions
Zoological Park Organization · Srinakharinwirot University
71IMPACT SIGNAL
Multidisciplinary

Laser induced bidirectional transfer using a 532 nm sub-nanosecond laser

Journal of Physics D Applied Physics

Thailand-affiliated authors
Khanittha Sawaddee · Phil Marinier · Amarin Ratanavis
Institutions
King Mongkut's University of Technology North Bangkok
71IMPACT SIGNAL
Clinical Medicine

Revealing Coprophilous Basidiomycetes in Sri Lanka: An Integrative Taxonomic Assessment of Dung‐Inhabiting Mushrooms

New Zealand Journal of Botany

Thailand-affiliated authors
Milan C. Samarakoon
Institutions
Chiang Mai University
71IMPACT SIGNAL
Clinical Medicine

Comparative Effectiveness of Vertical Ridge Augmentation Techniques for Dental Implant Treatment: A Systematic Review

Oral Sciences Reports

Thailand-affiliated authors
Patiphon Tangjitlikhitsakul · Chanchai Wongchuensoontorn · Marnisa Sricholpech · Chinnachote Khemla
Institutions
Srinakharinwirot University
71IMPACT SIGNAL
Multidisciplinary

Thermosensitive Alginate/Carrageenan–Stearic Acid Dissolving Microneedles Incorporating Liposome-Coated Hollow Mesoporous Silica Nanoparticles for Controlled Caffeine Delivery

International Journal of Molecular Sciences

Thailand-affiliated authors
Nattanida Thepphankulngarm · Namon Hirun · Pakorn Kraisit
Institutions
Thammasat University
71IMPACT SIGNAL
Global Public Health

Effects of Precision Dietary Protein Reduction on Lactational Performance, Milk Fatty Acid Profile, and Antioxidant Status in Mid-Lactation Dairy Cows

Animals

Thailand-affiliated authors
Tanakorn Damrongthai · Supreena Srisaikham · Pipat Lounglawan
Institutions
Suranaree University of Technology · Burapha University
71IMPACT SIGNAL
Multidisciplinary

Low-complexity invasive weed optimization-assisted PTS and SLM framework for PAPR reduction in NOMA systems over fading channels

Scientific Reports

Thailand-affiliated authors
Aziz Nanthaamornphong
Institutions
Prince of Songkla University
71IMPACT SIGNAL
Clinical Medicine

Predictors of falls efficacy among community-dwelling older adults with ischemic stroke in Wenzhou, China: a cross-sectional study

Working with Older People

Thailand-affiliated authors
Shaorui Bao · Pornchai Jullamate · Kanchana Piboon
Institutions
Burapha University
71IMPACT SIGNAL
Environmental Engineering

Enhancing Electrochemical CO2 Reduction Performance of CoII-phthalocyanine Polymer through Axial Ligand Coordination

ACS Applied Energy Materials

Thailand-affiliated authors
Permsak Chairat · Supawadee Namuangruk‬ · Jirapong Luangchaiyaporn · Poobodin Mano · Jutarat Jitrada · Nichapat Parvilairut · Soorathep Kheawhom · Suttipong Wannapaiboon · Patchanita Thamyongkit
Institutions
Chulalongkorn University · National Science and Technology Development Agency · Synchrotron Light Research Institute
71IMPACT SIGNAL
Fundamental Science

Unravelling Mass Transfer in Algols from Surface Abundances. I. Z Vulpeculae

Monthly Notices of the Royal Astronomical Society

Thailand-affiliated authors
D. E. Mkrtichian
Institutions
National Astronomical Research Institute of Thailand
71IMPACT SIGNAL
Multidisciplinary

A MILP and local search heuristic for meal production scheduling: optimizing performance in Asian-Style restaurants

Cogent Business & Management

Thailand-affiliated authors
Jirawat Chatavithee · Pachara Chatavithee · Chuleeporn Wongloucha
Institutions
Mahasarakham University · Khon Kaen University
71IMPACT SIGNAL
Energy and Materials

A Novel Musk Ox Optimizer-Based Non-Wire Alternative Framework for Optimal BESS Allocation in the EGAT Transmission Network Under N-1 Contingencies

Sustainability

Thailand-affiliated authors
Sirote Khunkitti · Mukravee Thongnoi · Apirat Siritaratiwat
Institutions
Chiang Mai University · King Mongkut's Institute of Technology Ladkrabang
71IMPACT SIGNAL
Multidisciplinary

Well-Posedness of Nonlinear Implicit ψ-Hilfer Fractional Problems of Complex Order with Applications to an Oscillator with Saturating Feedback

Mathematics

Thailand-affiliated authors
Jakgrit Sompong · Ekkarath Thailert
Institutions
Naresuan 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