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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
Environmental Engineering

Valorization of sugarcane bagasse ash into multi-nutrient potassium silicate fertilizer: Process optimization and life cycle assessment

Industrial Crops and Products

Thailand-affiliated authors
Itsada Bunthong · Metta Chareonpanich · Waleeporn Donphai · Surachet Aramrak · Natthapol Chittamart · Worachart Wisawapipat
Institutions
Kasetsart University
72IMPACT SIGNAL
Clinical Medicine

Biofilm Removal and Bacterial Reduction Using a Low-Cost Ultrasonic Bath Sonicator with Povidone–Iodine on Polyethylene: An In Vitro Periprosthetic Joint Infection Model

Antibiotics

Thailand-affiliated authors
Bhuwad Chinwatanawongwan · Chavarat Jarungvittayakon · Siwadol Wongsak · Paphon Sa-ngasoongsong · Pattarana Sae‐Chew · Thidarat Rujirawat · Penpan Payattikul
Institutions
Mahidol University · Ramathibodi Hospital · Naresuan University
72IMPACT SIGNAL
Global Public Health

Influence of Extraction Conditions on Yield, PhysicochemicalCharacteristics, and Degree of Deacetylation of Chitosan Derived fromBlack Soldier Fly Cocoons

ACS Omega

Thailand-affiliated authors
Siwaporn Piboonkunsamlit · Chanon Suntara · Anusorn Cherdthong
Institutions
Khon Kaen University
72IMPACT SIGNAL
Clinical Medicine

Timing of Orthodontic Tooth Movement After Alveolar Bone Grafting in Patients with Alveolar Cleft: A Review Article

Oral Sciences Reports

Thailand-affiliated authors
Marasri Chaiworawitkul
Institutions
Chiang Mai University
72IMPACT SIGNAL
Clinical Medicine

Appetite for coping: a latent profile analysis of typological heterogeneity in nurse burnout and emotional eating

Frontiers in Nutrition

Thailand-affiliated authors
Hanqing Zhang
Institutions
Mahidol University
72IMPACT SIGNAL
Multidisciplinary

From E-Waste to Agricultural Solutions: Technical and Energy Performance of an Upcycled Heat Pump Dryer for Red Dragon Fruit

Recycling

Thailand-affiliated authors
Sutida Phitakwinai · Wanich Nilnont
Institutions
Rajamangala University of Technology Isan
72IMPACT SIGNAL
Engineering

Experimental Study on Shear Strengthening of Reinforced Concrete Deep Beams with Both Embedded Through-Section GFRP Bars and Externally Bonded CFRP Sheets

International Journal of Concrete Structures and Materials

Thailand-affiliated authors
Trung Thanh Tran · Chanachai Thongchom · Pitcha Jongvivatsakul
Institutions
Thammasat University · Chulalongkorn University
72IMPACT SIGNAL
Clinical Medicine

Panduratin A inhibits topoisomerase 1 activity in acute myeloid leukaemia cells

Scientific Reports

Thailand-affiliated authors
Suttinee Phuagkhaopong · Phuphinyo Limchantra · Kochawan Boonyawat · Sirada Srihirun · Phisit Khemawoot · Kran Suknuntha
Institutions
Chulalongkorn University · Mahidol University · Ramathibodi Hospital
72IMPACT SIGNAL
Environmental Engineering

Pearl-like FluorescentAlginate/γ-Chitosan BeadsEmbedded with TiO2 and Carbon Dots for Visible-Light Self-RenewingAdsorption

ACS Omega

Thailand-affiliated authors
Titiya Meechai · Narawadee Prathum · R. Kraisittipanit · Nunticha Limchoowong · Tanutta Amnuaywattanakul · Jintapat Nateewattana · Woravith Chansuvarn · Phitchan Sricharoen
Institutions
Bangkokthonburi University · Srinakharinwirot University · Rajamangala University of Technology Phra Nakhon
72IMPACT SIGNAL
Multidisciplinary

Blood Metabolomic Profiling of Systemic Responses to Dried Black Lychee in a Scopolamine-Induced Cognitive Impairment in Rats

Biology

Thailand-affiliated authors
Punate Weerateerangkul · Napapan Kangwan · Watcharaporn Preedapirom Jeefoo · Anongporn Kobroob · Giatgong Konguthaithip · Kanicnan Intui · Somlada Watcharakhom · Kanokwan Kulprachakarn · Supakit Chaipoot · Wason Parklak · Hataichanok Chuljerm · Supitchar Samoechai · Nutta Piengjaikum · Sirikorn Namdech · Jiraporn Laoung-on · Churdsak Jaikang
Institutions
Chiang Mai University · University of Phayao
72IMPACT SIGNAL
Engineering

Serotonin depletion amplifies migraine susceptibility through trigeminal ganglion neurons sensitization: Insights from patch clamp recordings in rat model

PLoS ONE

Thailand-affiliated authors
Sirikorn Vongseenin · Sekh Thanprasertsuk · Naeemah Ha-ji-a-sa · Saknan Bongsebandhu‐phubhakdi
Institutions
Chulalongkorn University · Thai Red Cross Society · King Chulalongkorn Memorial Hospital
72IMPACT SIGNAL
Clinical Medicine

Enhanced recovery after surgery (ERAS) for elective glioma craniotomy: a propensity score-matched retrospective cohort study

Neurosurgical Review

Thailand-affiliated authors
Rachakorn Punyasiri · Anukoon Kaewborisutsakul · Thakul Oearsakul · Thara Tunthanathip · Chin Taweesomboonyat · Chanatthee Kitsiripant · Tulaya Dissaneewate · Chaitong Churuangsuk · Sakchai Sae-heng
Institutions
Prince of Songkla University
72IMPACT SIGNAL
Engineering

Engineering Morphological Anisotropy to Control the In Vivo Transport Dynamics, Clearance, and Biodistribution of Silica Nanocarriers

Advanced Science

Thailand-affiliated authors
Daniel Crespy
Institutions
Vidyasirimedhi Institute of Science and Technology
72IMPACT SIGNAL
Clinical Medicine

Wheat Germ Glycoprotein(WGPII) Alleviates Cyclophosphamide-InducedIntestinal Injury: Integrative Multiomics Reveals a Potential miRNA-GutMicrobiota-Metabolite Regulatory Network

Journal of Agricultural and Food Chemistry

Thailand-affiliated authors
Lalita Siriwattananon
Institutions
Rajamangala University of Technology
72IMPACT SIGNAL
Multidisciplinary

Identification of Bacillus megaterium as a Probiotic and Its Action to Control Biofilms of Foodborne Pathogens

Foods

Thailand-affiliated authors
Tatsaporn Todhanakasem · Norawachara Sanchan · Panupong Kaituam
Institutions
King Mongkut's Institute of Technology Ladkrabang
72IMPACT SIGNAL
Multidisciplinary

Genetic characterization of blaNDM-1-positive Klebsiella quasipneumoniae subsp. similipneumoniae from a human carrier

European Journal of Microbiology and Immunology

Thailand-affiliated authors
Rapee Thummeepak · Anong Kiddee · Pornpit Treebupachatsakul · Pannika R. Niumsup
Institutions
Naresuan University · University of Phayao · Buddhachinaraj Hospital
72IMPACT SIGNAL
Digital Health

A Non-Destructive Acoustic Tapping System with Deep Learning for Pineapple Juiciness Classification in Postharvest Quality Assessment

AgriEngineering

Thailand-affiliated authors
Suphachai Phawiakkharakun · Sunee Pongpinigpinyo
Institutions
Silpakorn University
72IMPACT SIGNAL
Multidisciplinary

Comparative Insecticidal Efficacy of Symbiotic Bacteria (Xenorhabdus and Photorhabdus) and Their Bacterial Fractions Against Fall Armyworm, Spodoptera frugiperda

Applied Microbiology

Thailand-affiliated authors
Wandee Wattanachaiyingcharoen · Aunchalee Thanwisai · Apichat Vitta · Patcharapun Wanitsumran · Supawan Pansri · Det Wattanachaiyingcharoen
Institutions
Naresuan University
72IMPACT SIGNAL
Multidisciplinary

Unveiling Lexical Characteristics in Diverse Movie Genres through a Corpus-based Study

rEFLections

Thailand-affiliated authors
Kingkan Kornkamonchanok · Nuttaya Lamcharornpong · Phawita Lamka · Piyapong Laosrirattanachai
Institutions
Kasetsart University
72IMPACT SIGNAL
Energy and Materials

Surface Termination Matters: How H and O Coverage Govern Mo2C MXene in Non-Oxidative Ethane Dehydrogenation Revealed by Thermodynamics and Microkinetics

ACS Applied Materials & Interfaces

Thailand-affiliated authors
Jittima Meeprasert · Chompoonut Rungnim · Kajornsak Faungnawakij · Anchalee Junkaew
Institutions
National Science and Technology Development Agency · National Nanotechnology Center · Chulalongkorn University
72IMPACT SIGNAL
Engineering

Contribution of temperature dependent viscosity, thermal conductivity and diffusion coefficient on two-dimensional Jeffery fluid model over a porous stretched sheet with thermal radiation via OHAM

International Journal of Modelling and Simulation

Thailand-affiliated authors
Imran Haider
Institutions
Khon Kaen University
72IMPACT SIGNAL
Clinical Medicine

Development of Thai-Specific Gestational Weight Gain Targets Using Asian BMI Cut-Points: Implications for Nursing and Midwifery Practice in Preventing Gestational Diabetes Mellitus

Nursing Reports

Thailand-affiliated authors
Piyanut Xuto · Daniel Bressington · Lawitra Khiaokham · Patompong Khaw-on · Nantarat Matayaboon · Suraphan Sangsawang · Nantawan Janta · Pradab Sungplipan · Suratsawadee Wiangsuwan · Sujitra Chaiwatthanakorn · Ampaporn Phiwon · Kamonchanok Khetwang · Ratchaneewan Charuloedphong
Institutions
Chiang Mai University · Ministry of Public Health
72IMPACT SIGNAL
Multidisciplinary

Cone-beam computed tomographic analysis of the anterior mandible for immediate implant planning

BMC Oral Health

Thailand-affiliated authors
Nuttakarn Rungrojwittaya · Tatchanont Saengsubin · Pisha Pittayapat · Chantrakorn Champaiboon
Institutions
Chulalongkorn University · The Royal College Of Anesthesiologists Of Thailand
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