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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
75IMPACT SIGNAL
Multidisciplinary

Recovery and Reuseof Reactive Dyes Extracted fromCotton Using a DMSO/Water–NaOH System

ACS Omega

Thailand-affiliated authors
Potjanart Suwanruji · Porntip Tooptompong · Thitinun Karpkird · Jantip Setthayanond
Institutions
Kasetsart University
75IMPACT SIGNAL
Engineering

Effect of spatial variability in soft soil layers on long-period ground motion amplification

Springer Link (Chiba Institute of Technology)

Thailand-affiliated authors
Pakawadee Anussornrajkit · Muhammad Disa Syafrizal · Weeradetch Tanapalungkorn · Veerayut Komolvilas · Suched Likitlersuang
Institutions
Chulalongkorn University
75IMPACT SIGNAL
Digital Health

Comparative Evaluation of Machine Learning Algorithms for Predicting Soil Wetting Front Dynamics Under Drip Irrigation System

Hydrology

Thailand-affiliated authors
Natdanai Sinsamutpadung · Laemthong Laokhongthavorn · Viroon Kamchoom‬
Institutions
King Mongkut's Institute of Technology Ladkrabang
75IMPACT SIGNAL
Environmental Engineering

Lanolin in implantation of luminous polymer dots for environmental application as metal probes

Scientific Reports

Thailand-affiliated authors
Hossam E. Emam · Sarawut Rimdusit · Hanan B. Ahmed
Institutions
Chulalongkorn University
75IMPACT SIGNAL
Multidisciplinary

Foliar Application of Hempseed Press Cake-Derived Protein Hydrolysate Enhances Yield, Fruit Quality, and Antioxidant Properties of Strawberry (Fragaria × ananassa Duch.) Grown Under Smart Greenhouse Conditions

Horticulturae

Thailand-affiliated authors
Bhornchai Harakotr · Tipsuda Teanthong · Lalita Charoensup · Ornprapa Thepsilvisut
Institutions
Thammasat University
75IMPACT SIGNAL
Engineering

Sequential enzymatic hydrolysis and valorization of cassava pulp waste: A multi-scale process optimization for glucose production

Industrial Crops and Products

Thailand-affiliated authors
Phatthariya Phromngulueam · Waewdao Dathong · Apichat Boontawan · Lek Wantha
Institutions
Suranaree University of Technology · Nakhon Ratchasima Rajabhat University
75IMPACT SIGNAL
Engineering

Impact of Trap Centers on the Scintillation Performance of TlSr2Br5:Eu2+ Single Crystal

Nuclear Engineering and Technology

Thailand-affiliated authors
J. Kaewkhao · S. Kothan
Institutions
Nakhon Pathom Rajabhat University · Chiang Mai University
75IMPACT SIGNAL
Global Public Health

Maternal and Neonatal Outcomes of Supervised versus Unsupervised Medical Abortion: A Systematic Review and Meta-Analysis

National Journal of Community Medicine

Thailand-affiliated authors
Anuj Kumar Pandey · Sharmila Bhandari
Institutions
Mahidol University
75IMPACT SIGNAL
Clinical Medicine

Bioelectrical impedance-derived total body water for predicting exertional rhabdomyolysis-induced acute kidney injury during military training: a prospective cohort study

BMC Nephrology

Thailand-affiliated authors
Chaken Maniyan · Bancha Satirapoj · Ouppatham Supasyndh · Narongrit Siriwattanasit
Institutions
Phramongkutklao Hospital
75IMPACT SIGNAL
Energy and Materials

Tuning Na+ Solvation and Association inFluorine-Free NaClO4 Electrolytes via Carbonate Cosolvents

ACS Omega

Thailand-affiliated authors
Phitchapa Ausamanwet Zijdemans · Ali Hassan · Soorathep Kheawhom · Manaswee Suttipong
Institutions
Chulalongkorn University
75IMPACT SIGNAL
Clinical Medicine

Reproductive Biology and Mating Frequency in the Common Bed Bugs, Cimex lectularius , and Tropical Bed Bugs, Cimex hemipterus (Hemiptera: Cimicidae)

Entomological Research

Thailand-affiliated authors
Pranita Sukha · Natthaset Khunhom · Dae‐Yun Kim
Institutions
Kasetsart University
75IMPACT SIGNAL
Clinical Medicine

Complete remission after rituximab therapy of pemphigus: Real-world evidence on dosing regimens and re-treatment strategies

JID Innovations

Thailand-affiliated authors
Chuda Rujitharanawong · Sasima Tongsai
Institutions
Siriraj Hospital · Mahidol University
75IMPACT SIGNAL
Clinical Medicine

Comprehensive Characterization of a Novel Broad-Host-Range Lytic Salmonella Phage WP110 and Its Biocontrol Potential Across the Broiler Value Chain

Antibiotics

Thailand-affiliated authors
Wattana Pelyuntha · Wichanan Wannasrichan · Haemarat Khongkhai · David Yembilla Yamik · Mingkwan Yingkajorn · Kitiya Vongkamjan
Institutions
Walailak University · Kasetsart University · Prince of Songkla University
75IMPACT SIGNAL
Global Public Health

Water consumption in heifers fed rice DDGS and wheat-groundnut straw mixture

Journal of Livestock Science

Thailand-affiliated authors
M Pandey · S.V. Shah · YG Patel · K.N Wadhwani
Institutions
Department of Livestock Development
75IMPACT SIGNAL
Clinical Medicine

The Effects of Jasmine and Champaca Aromatherapy Combined with Acupressure on Sleep Quality in Older Adults with Non-Communicable Diseases: A Quasi-Experimental Study in Rural Northern Thailand

Journal of Health Research

Thailand-affiliated authors
Sriwan Chutithamniti · Katekaew Seangpraw · Prapaporn Tulwattanakul · Manuchet Manotham · Parichat Ong-Artborirak · Wannita Sakulwattana · Surangkana Chairinkam · Phatcharee Pimalram · Wichida Larsomsri
Institutions
Thai Health Promotion Foundation · University of Phayao · Navamindradhiraj University · Vajira Hospital
75IMPACT SIGNAL
Clinical Medicine

Age, Hypertension, and Physical Inactivity as Dominant Risk Factors for Stroke: A Population-Based Study in Yogyakarta, Indonesia

MAHESA Malahayati Health Student Journal

Thailand-affiliated authors
Muhammad Abdi Riyantono · Ajeng Tias Endarti · Sumiati Bedah
Institutions
Thammasat University
75IMPACT SIGNAL
Global Public Health

Challenges in Treatment Node Classification for Network Meta‐Analysis of Non‐Pharmacological Interventions: Insights From a Researcher Survey

Journal of Evidence-Based Medicine

Thailand-affiliated authors
Kansak Boonpattharatthiti · Nathorn Chaiyakunapruk · Teerapon Dhippayom
Institutions
Burapha University · Naresuan University · Chulalongkorn University
75IMPACT SIGNAL
Clinical Medicine

Peripheral blood mononuclear cell proteomic profiling reveals cytoskeletal- and chromatin-associated protein signatures in autism spectrum disorder

Brain Behavior & Immunity - Health

Thailand-affiliated authors
Marlieke L. van Erp · Wasana Yuwattana · Chayanit Poolcharoen · Thanit Saeliw · Sittiruk Roytrakul · Natchaya Vanwong · Pon Trairatvorakul · Weerasak Chonchaiya · Tewarit Sarachana
Institutions
Chulalongkorn University · National Science and Technology Development Agency · National Center for Genetic Engineering and Biotechnology
75IMPACT SIGNAL
Clinical Medicine

Time-resolved proteomic adaptation of multidrug-resistant Acinetobacter baumannii to antimicrobial stress induced by partially purified fraction from Caesalpinia pulcherrima flower using DEqMS

Microbiology Spectrum

Thailand-affiliated authors
Wanchat Sirisarn · Thammarit Khamplod · Narumon Phaonakrop · Kiattawee Choowongkomon · Kriskamol Na Jom · Sittiruk Roytrakul · Sompop Saeheng
Institutions
Kasetsart University · National Science and Technology Development Agency · National Center for Genetic Engineering and Biotechnology · Prince of Songkla University
75IMPACT SIGNAL
Clinical Medicine

Single-cell transcriptomic analysis of cutaneous squamous cell carcinoma identifies an NR1H3-associated angiogenic macrophage state

Frontiers in Immunology

Thailand-affiliated authors
Yong He · Ting Tian · Liming Li · Leqi Qian · Tian Tian · Xiaoke Wang · Yuancheng Li · Mingjun Jiang
Institutions
Institute of Dermatology
75IMPACT SIGNAL
Clinical Medicine

Hybrid artificial intelligence framework for patient emotion recognition in dentistry

Frontiers in Oral Health

Thailand-affiliated authors
Kanoksak Wattanachote · Taechinee Ratanawimon · Phawit Phanchantraurai · Wanlida Suphasri-itsara · Panupat Phumpatrakom · Samroeng Inglam · Siriwan Suebnukarn
Institutions
Mahidol University · Thammasat University
75IMPACT SIGNAL
Clinical Medicine

Dual bispecific protein engagers targeting mesothelin and NECTIN2 deliver CD3/CD28 signals to activate cytotoxic T cells against colorectal cancer patient-derived organoids

Scientific Reports

Thailand-affiliated authors
Suyanee Thongchot · Kamonlapat Supimon · Nattaporn Phanthaphol · Pattara Kanoksing · Titaporn Mitchasin · Woramin Riansuwan · Siriluck Prapasrivorakul · Pornraksa Ovartchaiyapong · Aitsariya Mongkhonsupphawan · Surat Phumphuang · Mutita Junking · Pa-thai Yenchitsomanus · Peti Thuwajit · Chanitra Thuwajit
Institutions
Siriraj Hospital · Mahidol University · Naresuan University
75IMPACT SIGNAL
Clinical Medicine

Investigation of the Prevalence of the HLA‐B*15:02 Allele in the Asian Populations: A Comprehensive Analysis Through Using AFND

Health Science Reports

Thailand-affiliated authors
Mohitosh Biswas · Maliheh Ershadian · Chonlaphat Sukasem
Institutions
Mahidol University · Ramathibodi Hospital · Bumrungrad International Hospital
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