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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

Association of APOC3 promoter variants with hypertriglyceridemia and metabolic dysfunction-associated steatotic liver disease (MASLD) in a Thai cohort

Scientific Reports

Thailand-affiliated authors
Metha Yaikwawong · Khanittha Kamdee · Somlak Chuengsamarn
Institutions
Siriraj Hospital · Mahidol University · HRH Princess Maha Chakri Sirindhorn Medical Center · Srinakharinwirot University
73IMPACT SIGNAL
Digital Health

Assessment of nitrogen status and spatial distribution to enhance growth and inflorescence quality in Dendrobium Sonia ‘Earsakul’ using near-infrared hyperspectral imaging

The Journal of Horticultural Science and Biotechnology

Thailand-affiliated authors
Pacharaphon Chiangngoen · Supatida Abdullakasim · Anupun Terdwongworakul · Sirinad Noypitak
Institutions
Kasetsart University
73IMPACT SIGNAL
Environmental Engineering

Flexible Edible Materials from Extrusion-Plasticized Modified Cassava Starches with Maltol and Ethyl Maltol: Molecular Interactions, Mechanical Properties, and Antioxidant and Antimicrobial Activities

Foods

Thailand-affiliated authors
Khwanchat Promhuad · Phatthranit Klinmalai · Nathdanai Harnkarnsujarit
Institutions
Kasetsart University · Chiang Mai University
73IMPACT SIGNAL
Environmental Engineering

Cross-kingdom RNA in plant–microbe interactions: from molecular interactions to next-generation crop protection

Stress Biology

Thailand-affiliated authors
Borala Liyanage D. Deepali · Kevin D. Hyde · K. W. Thilini Chethana
Institutions
Mae Fah Luang University
73IMPACT SIGNAL
Clinical Medicine

Efficacy and safety of colistin monotherapy versus colistin-based combination therapy in pediatric patients with multidrug-resistant gram-negative infections: A propensity score analysis

New Microbes and New Infections

Thailand-affiliated authors
Ajaree Rayanakorn · Peninnah Oberdorfer · Wasan Katip
Institutions
Chiang Mai University
73IMPACT SIGNAL
Global Public Health

Fecal microbiome dynamics in sows and piglets following the Bacillus probiotics supplementation during the transition and lactation periods under tropical conditions

BMC Veterinary Research

Thailand-affiliated authors
Chutikan Srisang · CongBang Ngo · NguyenTrong Tran · Pornpawit Tanpichai · Preechaphon Taechamaeteekul · Tip-Apa Akkhaphan · Patharapol Piamsomboon · Padet Tummaruk
Institutions
Chulalongkorn University · Mahanakorn University of Technology
73IMPACT SIGNAL
Environmental Engineering

Potential of Pycnoporus sanguineus (NUOL-PPK.02) for Bioremediation of Chlorpyrifos and Azoxystrobin in an Autoclaved Soil-Based Biomixture: A Pot Incubation Study

Toxics

Thailand-affiliated authors
Nuttaya Xasydavong · Noppol Arunrat · Jarupong Prasopsuk · Chuleemas Boonthai Iwai
Institutions
Khon Kaen University · Mahidol University · Ministry of Agriculture and Cooperatives · Department of Agriculture
73IMPACT SIGNAL
Multidisciplinary

Root Canal Taper and the Accuracy of Intraoral Scanners for Post Space Measurement: An In Vitro Study

European Journal of Dentistry

Thailand-affiliated authors
Dusit Nantanapiboon · Porawit Kamnoedboon · Chawalid Pianmee · Chanakarn Sinsareekul · Piyanee Panitvisai
Institutions
Chulalongkorn University · Surin Hospital
73IMPACT SIGNAL
Clinical Medicine

Milk metabolomic signatures associated with naturally occurring Staphylococcus chromogenes subclinical mastitis in early-lactation dairy cows

Veterinary World

Thailand-affiliated authors
Sillapapatra Sirituenlee · Suvaluk Seesupa · Sarinya Rerkyusuke
Institutions
Khon Kaen University
73IMPACT SIGNAL
Environmental Engineering

Effect of hybrid layer dominance on mechanical performance, moisture diffusion, and biodegradation of kenaf/pineapple leaf fiber-reinforced PLA laminated biocomposites

Scientific Reports

Thailand-affiliated authors
Baranitharan Paramasivam · Malinee Sriariyanun
Institutions
King Mongkut's University of Technology North Bangkok
73IMPACT SIGNAL
Environmental Engineering

The awareness-distress paradox: Traffic-related air pollution awareness and psychological distress among the parents of urban schoolchildren in a northeastern province, Thailand

PLoS ONE

Thailand-affiliated authors
Rajitra Nawawonganun · Kittipong Sornlorm · Roshan Kumar Mahato
Institutions
Khon Kaen University
73IMPACT SIGNAL
Environmental Engineering

Asymmetric Warming and Seasonal Reversal of the Mixed Layer in Plateau Lakes of the Northern Hemisphere

Water

Thailand-affiliated authors
Haijun Wang · Onanong Phewnil
Institutions
Kasetsart University
73IMPACT SIGNAL
Energy and Materials

Biobased Polymer Microcapsules with Controlled PCM Retention and Cu2O Surface Functionalization for Thermal and Environmental Applications

ACS Omega

Thailand-affiliated authors
Pobporn Promchan · Perapat Posayaanuwat · Paiboon Sreearunothai · Preeyaporn Chaiyasat · Amorn Chaiyasat
Institutions
Rajamangala University of Technology · Thammasat University
73IMPACT SIGNAL
Energy and Materials

Upgrading macadamia nutshell char with bimetallic catalyst for syngas production from waste oil through steam reforming

Results in Engineering

Thailand-affiliated authors
Jurarat Nisamaneenate · Patranit Worakitchareonpol · Siraphop Tocharoen · Imad A. Idris · Duangduen Atong · Viboon Sricharoenchaikul · Yotwadee Hawangchu
Institutions
Chulalongkorn University · Thailand National Metal and Materials Technology Center · Thailand Science Park
73IMPACT SIGNAL
Clinical Medicine

Virucidal activity and differential antiviral efficacy of curcuminoid preparations against porcine epidemic diarrhea virus and feline infectious peritonitis virus

Natural Product Research

Thailand-affiliated authors
Nantawan Deeprom · Natjira Mana · Pharkphoom Panichayupakaranant · Manakorn Sukmak · Ploypailin Semkum · Porntippa Lekcharoensuk · Sirin Theerawatanasirikul
Institutions
Kasetsart University · Prince of Songkla University
73IMPACT SIGNAL
Engineering

Hybrid Passive–Active Cooling Using a Single Closed Two-Phase Cooling System Integrated with Forced Aeration for Thermal Stabilization and Humidity Control in Paddy Storage

AgriEngineering

Thailand-affiliated authors
Wirote Ritthong · Sookjai Promprasansuk · Khongdet Phasinam · Naphat Albutt · Pongthep Poungthong
Institutions
Shinawatra University · Pathumthani University · Bangkokthonburi University · King Mongkut's Institute of Technology Ladkrabang
73IMPACT SIGNAL
Multidisciplinary

The investigation of the interaction between durian (Durio zibethinus Murr.) polyphenols and human serum proteins: Molecular docking analysis and effects of processing

Food Research International

Thailand-affiliated authors
Supeeraya Arsa · Angkana Wipatanawin · Sumitra Poovarodom · Ratiporn Haruenkit · Praphan Pinsirodom
Institutions
King Mongkut's Institute of Technology Ladkrabang · Mahidol University
73IMPACT SIGNAL
Clinical Medicine

Automated seedling vigor estimation in cucumbers using digital image processing

Thai Journal of Agricultural Science

Thailand-affiliated authors
Raksak Sermsak · Pichittra Kaewsorn · Kriengkri Kaewtrakulpong
Institutions
Kasetsart University
73IMPACT SIGNAL
Global Public Health

Distinctive Patterns of Gut Bifidobacterium Diversity in Mongolian Adults: Regional Variation and Dairy Intake Associations

Nutrients

Thailand-affiliated authors
Sabri Bromage
Institutions
Mahidol University
73IMPACT SIGNAL
Clinical Medicine

Efficacy and Safety of Phikud Tri-Phon Herbal Decoction for Weight Management in Young Adult Thai Females: A Double-Blind, Randomized Controlled Trial

International Journal of Environmental Research and Public Health

Thailand-affiliated authors
Naparat Doungchan · Marisa Poomiphak Na Nongkhai · Sulukkana Noiprasert · Ngamrayu Ngamdokmai
Institutions
Walailak University · Mae Fah Luang University · Burapha University
73IMPACT SIGNAL
Global Public Health

Spatial determinants of disability prevalence in myanmar: A district-level spatial regression analysis

Journal of Public Health and Development

Thailand-affiliated authors
Wor Mi Thi · Kyaw Min Htike
Institutions
Khon Kaen University
73IMPACT SIGNAL
Clinical Medicine

Faecal microbiota transplantation for skin disease: intriguing biology, premature therapy?

British Journal of Dermatology

Thailand-affiliated authors
John A. McGrath
Institutions
Institute of Dermatology
73IMPACT SIGNAL
Global Public Health

Impact of pedigree completeness on genomic–polygenic evaluations for milk yield, fat percentage, and age at first calving in Thai multibreed dairy cattle

Archives animal breeding/Archiv für Tierzucht

Thailand-affiliated authors
Danai Jattawa · Praew Thiengpimol · Thanathip Suwanasopee · Thawee Laodim · Skorn Koonawootrittriron
Institutions
Kasetsart University · Thammasat University
73IMPACT SIGNAL
Digital Health

Machine learning-based solar radiation prediction across heterogeneous climatic zones using NASA POWER data: a case study in Nigeria

Frontiers in Artificial Intelligence

Thailand-affiliated authors
Laemthong Laokhongthavorn · Viroon Kamchoom
Institutions
King Mongkut's Institute of Technology Ladkrabang
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