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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
72IMPACT SIGNAL
Clinical Medicine

Exploratory Identification of Potential Serum Biomarkers Associated with Relapse in Multiple Myeloma

Diseases

Thailand-affiliated authors
Chonlada Laoruangroj · Sittiruk Roytrakul · Oytip Nathalang · Pasra Arnutti · Dollapak Apipongrat
Institutions
Phramongkutklao Hospital · National Center for Genetic Engineering and Biotechnology · Thammasat University · Pathumthani University
72IMPACT SIGNAL
Global Public Health

Achieving lightweight policy-hiding access control and efficient auditing for IoT-based electronic health records in the cloud

Journal of Cloud Computing Advances Systems and Applications

Thailand-affiliated authors
Somchart Fugkeaw · Jakkarin Lapmoon
Institutions
Thammasat University
72IMPACT SIGNAL
Multidisciplinary

Edge-native Small Language Models for 6G Intent-driven Slicing: A Hardware-grounded Empirical Study

International journal of intelligent engineering and systems

Thailand-affiliated authors
Pratchaya Jaisudthi · Pachara Threerapat Sridee · Natthakran Phungkoed · Siwakun Kunsuk · Kanyaphak Srisuk · Vasupon Phueaknamphol
Institutions
Rambhai Barni Rajabhat University
72IMPACT SIGNAL
Energy and Materials

Rice germ flour–carrageenan edible films as active packaging for instant noodle seasoning powder: Physicochemical, mechanical, and antioxidant properties

Applied Food Research

Thailand-affiliated authors
Fakfan Luangapai · Pimnipa Thanahthananon · Ramita Laosiripong · Sumitra Nuchthongkhum · Tanwarat Aksornsri · Ratchadaporn Yooying · Methavee Peanparkdee
Institutions
King Mongkut's Institute of Technology Ladkrabang · Kasetsart University
72IMPACT SIGNAL
Environmental Engineering

Melt-Processed AgNP-LDPE Nanocomposites with Balanced Antimicrobial and Mechanical Performance for Livestock-Farming Applications

ACS Omega

Thailand-affiliated authors
Supa Wirasate · Boontarika Juntanupong · Panida Chanapiwat · Natharin Ngamwongsatit · Kampon Kaeoket · Kalyanee Sirisinha
Institutions
Mahidol University
72IMPACT SIGNAL
Global Public Health

Mango Peel Fermented with Ethanol-Industry Yeast Waste and Urea Modulates In Vitro Rumen Fermentation, Nutrient Degradability, and Methane Concentration

Animals

Thailand-affiliated authors
Rittikeard Prachumchai · Bhornchai Harakotr · Pipat Somparn · Mayulee Suwannakaew · Anusorn Cherdthong · Chanon Suntara · Saroat Rawdkuen
Institutions
Thammasat University · Khon Kaen University · Mae Fah Luang University
72IMPACT SIGNAL
Clinical Medicine

Variability in Reporting Nanoparticle Synthesis in Dental Materials Research based on MINChar and MIRIBEL Criteria

International Dental Journal

Thailand-affiliated authors
Zohaib Khurshid
Institutions
Chulalongkorn University
72IMPACT SIGNAL
Environmental Engineering

ANN-Based sensitivity analysis for the prediction of energy consumption and head rice yield in a pneumatic paddy dryer

Engineering and Applied Science Research

Thailand-affiliated authors
Aphisik Pakdeekaew · Manop Yamfang · Manaporn Guptasa · Tawarat Treeamnuk · Krawee Treeamnuk
Institutions
Rajamangala University of Technology · Suranaree University of Technology
72IMPACT SIGNAL
Engineering

Drying holy basil using combined microwave and hot-air technology: An analysis of drying kinetics, energy efficiency, and color retention

Engineering and Applied Science Research

Thailand-affiliated authors
Sumol Sae-heng Pisitsungkakarn · Anatticha Chanthaphan · Thanit Swasdisevi · Ponlakrit Kumklam · Weera Sriariyakul
Institutions
King Mongkut's University of Technology North Bangkok · King Mongkut's University of Technology Thonburi · Rajamangala University of Technology Phra Nakhon
72IMPACT SIGNAL
Multidisciplinary

Varietal classification and morphological traits prediction of lettuce cultivar (Lactuca sativa L.) based on RGB-images and convolutional neural network

Scientific Reports

Thailand-affiliated authors
Muhammad Allam Daffa Alhaqi · Wahyu Nurkholis Hadi Syahputra
Institutions
Chiang Mai University
72IMPACT SIGNAL
Multidisciplinary

Soil Organic Carbon Fractions, Latex Biochemical Composition, and Yield of Rubber Trees under Bacillus-Based Bio-Organic and Chemical Fertilization

Annals of Agri-bio Research

Thailand-affiliated authors
Zar Ni Zaw · Khwunta Khawmee · Amornrat Chumthong · Rawee Chiarawipa
Institutions
Prince of Songkla University · Songkhla Rajabhat University
72IMPACT SIGNAL
Digital Health

Multiobjective Optimization of Heat‐Treatment Pathways for SK85 Steel: Integrating NGBoost and NSGA‐II for Tailored Properties

steel research international

Thailand-affiliated authors
Attasit Wiangkham · Atthaphon Ariyarit · Prasert Aengchuan · Patiphan Juijerm · Wanna Homjabok · Apilak Koptonglang · Narongsak Thammachot
Institutions
Srinakharinwirot University · Suranaree University of Technology · Kasetsart University · Rajamangala University of Technology Isan
72IMPACT SIGNAL
Global Public Health

Active-flow systems enhance respirator fit success in children: a comparative study with standard disposable models

Frontiers in Public Health

Thailand-affiliated authors
Sittiporn Ruengdit · Kampanat Wangsan · Wuttipat Kiratipaisarl · Krongporn Ongprasert
Institutions
Chiang Mai University
72IMPACT SIGNAL
Clinical Medicine

Integrated assays with in silico analyses indicated the biocontrol potential of Bacillus velezensis BJ1 against fungal phytopathogens

Microbiology Spectrum

Thailand-affiliated authors
T. D. C. Priyadarshani · Kevin D. Hyde
Institutions
Mae Fah Luang University
72IMPACT SIGNAL
Environmental Engineering

Enhancing CO2 Mineralization and Mechanical Performance of Fly Ash-Based Alkali-Activated Mortar Using Calcined Seashell Ash

Materials

Thailand-affiliated authors
Darrakorn Intarabut · Piti Sukontasukkul · Suthatip Sinyoung · Manote Sappakittipakorn · Tanakorn Phoo-ngernkham · Worathep Sae‐Long · Avirut Puttiwongrak · Suchart Limkatanyu
Institutions
Rajamangala University of Technology Phra Nakhon · King Mongkut's University of Technology North Bangkok · Prince of Songkla University · Rajamangala University of Technology Isan · University of Phayao · Asian Institute of Technology
72IMPACT SIGNAL
Digital Health

Two-atom interaction potential database supporting physics-informed features for machine learning and material property prediction

The Journal of Chemical Physics

Thailand-affiliated authors
Aniwat Kesorn · Cheewawut Na Talang · Asawin Sinsarp · Sujin Suwanna · Suraphong Yuma
Institutions
Mahidol University
72IMPACT SIGNAL
Clinical Medicine

Bridging the Translational Gap in Sex-Specific Alzheimer’s Disease Using Human iPSC-Based Neural Cell Models

Stem Cells

Thailand-affiliated authors
Romruedee Phisalaphong · Makalin Changchai
Institutions
Siriraj Hospital · Chulabhorn Hospital
72IMPACT SIGNAL
Multidisciplinary

Exploring Freshwater Crab Diversity in Ban Tham Subdistrict, Phayao Province, Thailand Through Morphology and DNA Barcoding

Diversity

Thailand-affiliated authors
Paiboon Panase · Kanyanat Soontornprasit · Siriluck Tuncharoen · Korntip Kannika · Anusorn Kornnak · Chompoonuch Chaotalay · Niti Iamchuen · Tew Hongthong · Dutrudi Panprommin
Institutions
University of Phayao · Mae Fah Luang University
72IMPACT SIGNAL
Multidisciplinary

Associations of first-trimester HbA1c and asprosin with adverse pregnancy outcomes: a prospective cohort study

BMC Pregnancy and Childbirth

Thailand-affiliated authors
Sathaphone Inthavong · Phudit Jatavan · Sirinart Kumfu · Nipon Chattipakorn · Theera Tongsong
Institutions
Chiang Mai University
72IMPACT SIGNAL
Environmental Engineering

Assessment of Heavy Metal Concentrations and Biological Blue Carbon Sequestration Process in Mangrove Forest Ecosystems

ASEAN Journal of Scientific and Technological Reports

Thailand-affiliated authors
Natthawat Wisaiprom · Apichart Thammajarn · Kittinut Kaewthong · Suchada Chaisawasdi · Padoung Boonpetch · Natthawan Phonthong
Institutions
Joint Graduate School of Energy and Environment · King Mongkut's University of Technology Thonburi
72IMPACT SIGNAL
Multidisciplinary

Storage-Dependent Responses of KDML 105 Rice (Oryza sativa L.) Seeds Across Dynamic Magnetic-Field Treatment Conditions: Germination, Seedling Growth, and Dual-Phase Hydration Modelling

Plants

Thailand-affiliated authors
Tiwanat Gaewsondee · Phirayot Khaengkhan · Cherdpong Chiawchanwattana · Suphan Yangyuen
Institutions
Nakhon Phanom University · Mahasarakham University
72IMPACT SIGNAL
Multidisciplinary

Valorization of Buccaneer Avocado Agricultural Waste: Phytochemical Composition, Cosmeceutical Activities, and Cytotoxicity

Journal of Health Science and Medical Research

Thailand-affiliated authors
Nalin Laopia · Thapakorn Tree‐Udom · Piyaporn Phukhatmuen · Virayu Suthiphasilp · Chanawee Jakkawanpitak · Tawanun Sripisut
Institutions
Mae Fah Luang University · Asian Institute of Technology · Prince of Songkla University
72IMPACT SIGNAL
Engineering

Source characteristics of the 2019 Wang Nuea earthquake and depth-dependent seismotectonics of intraplate faulting in northern Thailand

Geoscience Letters

Thailand-affiliated authors
Chanista Chansom · Sukonmeth Jitmahantakul · Weerachat Wiwegwin
Institutions
Chulalongkorn University · Ministry of Science and Technology Thailand
72IMPACT SIGNAL
Energy and Materials

Reactive gas-timing GLAD TiO2 nanorod films: Structural and electronic properties and MEMS-based NO2 gas sensing

Materials Science in Semiconductor Processing

Thailand-affiliated authors
Saksorn Limwichean · Yanaphat Taweesup · Thitiporn Kaewyou · Jakrapong Supadech · Hideki Nakajima · Kata Jaruwongrungsee · Wantana Koetniyom
Institutions
National Science and Technology Development Agency · National Electronics and Computer Technology Center · King Mongkut's University of Technology North Bangkok · Synchrotron Light Research Institute
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