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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
Energy and Materials

Polysulfide Chain-Length Tuning of Poly(anthraquinonyl sulfides) to Enhance Crystallization, Defect Passivation, and Environmental Stability of Perovskite Solar Cells

ACS Applied Energy Materials

Thailand-affiliated authors
Piboonwan Insiti · Athis Watwiangkham · Siriporn Jungsuttiwong · Hideki Nakajima · Patchanita Thamyongkit · Rongrong Cheacharoen
Institutions
Chulalongkorn University · Ubon Ratchathani University · Synchrotron Light Research Institute
71IMPACT SIGNAL
Clinical Medicine

Vertical distribution and health risk assessment of SBTEX in urban microenvironments: A comparative study between parking and high-rise buildings areas during haze and non-haze periods

Environmental Pollution

Thailand-affiliated authors
Rungruang Janta · Wittaya Tala · Surasak Sichum
Institutions
Walailak University · Chiang Mai University
71IMPACT SIGNAL
Clinical Medicine

High versus low egg consumption and LDL cholesterol in adults with dyslipidemia: a randomized crossover trial

Nutrition & Food Science

Thailand-affiliated authors
Sanit Wichansawakun · Jirat Petchamarat · Phubordee Bongkotvirawan · Patommatat Bhanthumkomol · Jutamat Tonglim · Chomchanok Srichan · Saranrat Boonsawat · Nipakorn Plaksin · Warisara Deetienin
Institutions
Thammasat University · Thammasat University Hospital
71IMPACT SIGNAL
Multidisciplinary

A Q-learning-based mobility-aware tree routing protocol in wireless body area networks

Journal of King Saud University - Computer and Information Sciences

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

Coupled aero-hydro-servo-mooring dynamic responses of a semi-submersible floating offshore wind turbine subjected to wind, wave and current loading

Brodogradnja

Thailand-affiliated authors
Ratthakrit Reabroy · Surasak Phoemsapthawee
Institutions
Kasetsart University
71IMPACT SIGNAL
Clinical Medicine

Genetic Relatedness of Cambodian Plasmodium falciparum Isolates Was Associated with Geography and Occupation

American Journal of Tropical Medicine and Hygiene

Thailand-affiliated authors
Mariusz Wojnarski · Michele D. Spring · Sabaithip Sriwichai · Brian A. Vesely · Norman C. Waters · Sasikanya Thaloengsok · Piyaporn Sai-ngam · Chaiyaporn Chaisatit · Paphavee Lertsethtakarn · Sidhartha Chaudhury
Institutions
Armed Forces Research Institute of Medical Science
71IMPACT SIGNAL
Clinical Medicine

Genotype-specific metabolic shifts and polysaccharide dynamics in Huanglongbing (HLB)-infected citrus: Multi-platform metabolomics, glycoarray profiling, and ex vivo α-amylase activity

Environmental and Experimental Botany

Thailand-affiliated authors
Sarana Rose Sommano · Pirawan Chaiwan · Jiraporn Sangta · Tibet Tangpao · Malaiporn Wongkeaw
Institutions
Chiang Mai University · Rajamangala University of Technology Lanna
71IMPACT SIGNAL
Energy and Materials

Pilot-scale two-stage biohythane production from molasses under trace metal supplementation and organic shock loading

Scientific Reports

Thailand-affiliated authors
Sureewan Sittijunda · Kanathip Promnuan · Alissara Reungsang
Institutions
Mahidol University · Khon Kaen University
71IMPACT SIGNAL
Environmental Engineering

Bio-Based Lac Dyeing and Functional Finishing of Silk Using Pineapple Core Extract and Genipin-Crosslinked Cricket Protein

Textiles

Thailand-affiliated authors
Ussaneeyaporn Lunkamphee · Penwisa Pisitsak · Thanika HUTAKAMOL
Institutions
Thammasat University · Chulalongkorn University · Petromat
71IMPACT SIGNAL
Environmental Engineering

Soil nematode diversity is structured by vegetation turnover and trait-mediated dispersal limitation

Proceedings of the National Academy of Sciences

Thailand-affiliated authors
Anuttara Nathalang
Institutions
National Science and Technology Development Agency
71IMPACT SIGNAL
Digital Health

A hybrid finite element–machine learning framework for predicting the ultimate moment capacity of stiffened cellular steel beams under bending test

Journal of Structural Integrity and Maintenance

Thailand-affiliated authors
Irwan Afriadi · Worathep Sae‐Long · Chanachai Thongchom
Institutions
Thammasat University · University of Phayao
71IMPACT SIGNAL
Clinical Medicine

Deep Learning-Based Segmentation, Action, and Phase Recognition in Laparoscopic Cholecystectomy: A Review

Journal of Artificial Intelligence in Bioinformatics

Thailand-affiliated authors
Chayut Bunterngchit
Institutions
King Mongkut's University of Technology North Bangkok
71IMPACT SIGNAL
Global Public Health

Correlation between age with hand grip strength and hand activity level in Praewa silk weavers

Science, Engineering and Health Studies

Thailand-affiliated authors
Wuttichai Yota · Manida Swangnetr Neubert · Teeraphun Kaewdok
Institutions
Thammasat University · Chulalongkorn University
71IMPACT SIGNAL
Clinical Medicine

A Two-Sex Mathematical Model of Sterile-Male Releases for the Suppression of Anopheles Mosquito Populations

Symmetry

Thailand-affiliated authors
Chanakarn Kiataramkul
Institutions
King Mongkut's University of Technology North Bangkok
71IMPACT SIGNAL
Clinical Medicine

A Review of the Leptospirosis Diagnostic Modalities: From Bench to Bedside

Journal of Health Science and Medical Research

Thailand-affiliated authors
Sorawit Chittrakarn · Smonrapat Surasombatpattana
Institutions
Prince of Songkla University
71IMPACT SIGNAL
Clinical Medicine

Effect of pharmacist-led medication review on drug-related problems among outpatients undergoing elective surgery at a tertiary care hospital: A retrospective study

Science, Engineering and Health Studies

Thailand-affiliated authors
Kankanok Chaipadung · Dhorn Amnuayphonwiwat
Institutions
Siriraj Hospital · Mahidol University
71IMPACT SIGNAL
Energy and Materials

Design, Synthesis, and In Vitro Evaluation of Pinostrobin-Based Hydrazones as Potent α-Glucosidase Inhibitors

ACS Omega

Thailand-affiliated authors
The Thanh Ngo · Borwornlak Toopradab · Thanyada Rungrotmongkol · Warinthorn Chavasiri
Institutions
Chulalongkorn University
71IMPACT SIGNAL
Environmental Engineering

Biomass Waste-Derived Chitosan/Sacred Lotus Leaf Wax Composite Biocoating for Water-Resistant Cotton Fabrics

Polysaccharides

Thailand-affiliated authors
Walaikorn Nitayaphat · Kageeporn Wongpreedee · Thanut Jintakosol
Institutions
Srinakharinwirot University
71IMPACT SIGNAL
Multidisciplinary

Influence of Chicken Manure, Pig Manure, Cattle Manure, and Coconut Peat on the Growth and Yield of Melon (Cucumis melo L.) cv. Thunder Gold 1497

ASEAN Journal of Scientific and Technological Reports

Thailand-affiliated authors
Ronnarit Khuengphukhiao · Pakamas Thaenkaew · Sirawat Surachotivet
Institutions
Pathumwan Institute of Technology
71IMPACT SIGNAL
Clinical Medicine

Preferences regarding disclosure of cancer diagnosis and prognosis for self and family members: a cross-sectional study

Scientific Reports

Thailand-affiliated authors
Sanhapan Wattanapisit · Apichai Wattanapisit
Institutions
Hatyai Hospital · Prince of Songkla University
71IMPACT SIGNAL
Multidisciplinary

Characterization of Sodium Hydroxide‐ and Acetic Acid‐Treated Sisal Fiber for Reinforcement in Polymer Composites

Macromolecular Symposia

Thailand-affiliated authors
Timothy K. Mulenga · Resego Phiri · Sanjay Mavinkere Rangappa · Suchart Siengchin
Institutions
King Mongkut's University of Technology North Bangkok
71IMPACT SIGNAL
Multidisciplinary

Limited Predictive Value of Concentric Knee and Trunk Isokinetic Peak Torque for Maximal Force and Stretch-Shortening Cycle Performance in Highly Trained Youth Optimist Sailors

Journal of Functional Morphology and Kinesiology

Thailand-affiliated authors
Radomyos Matjiur · Piyathida Thongchai · Sadanan Kernluea · Phornpot Chainok
Institutions
Burapha University
71IMPACT SIGNAL
Global Public Health

Effects of High-Intensity Interval TRX Training on Body Composition, Muscular Power, and Strength in University Students: A Randomized Controlled Trial

Journal of SciTech-ASEAN

Thailand-affiliated authors
Sawettachat Wanna · Teethanit Phannikul · Chonapha Sitthang
Institutions
Ubon Ratchathani Rajabhat University
71IMPACT SIGNAL
Energy and Materials

Effects of temperature and citric acid concentration on passive film and corrosion behavior of AISI 304L having different Mn and Cu contents – Dedicated to Gobboon Lothongkum

Materials Testing

Thailand-affiliated authors
Anchaleeporn Waritswat Lothongkum · Kanrayaphus Tipves · Nichit Hongbin · Patcharapol Chaladthunyakij · Gobboon Lothongkum · Piyanart Sommani
Institutions
King Mongkut's Institute of Technology Ladkrabang · 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