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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
77IMPACT SIGNAL
Digital Health

AIoT-Based Energy-Efficient Temperature Regulation for Closed-System Greenhouses Using Classification-Based Control

ECTI Transactions on Computer and Information Technology (ECTI-CIT)

Thailand-affiliated authors
Mashida Dangsalae · Attasuntorn Traisuwan · Apidet Booranawong · Kiattisak Sengchuai · Dujdow Buranapanichkit · Nattha Jindapetch
Institutions
Prince of Songkla University
77IMPACT SIGNAL
Multidisciplinary

Structure-Guided Optimization of a LipL32-Targeting DNA Aptamer through Molecular Dynamics and Free-Energy Analysis

ACS Omega

Thailand-affiliated authors
Tri Cao Vu · Boonchoy Soontornworajit · Pichayanoot Rotkrua · Jiraporn Arunpanichlert · Cong Quang Vu · Yuthana Tantirungrotechai
Institutions
Thammasat University
77IMPACT SIGNAL
Multidisciplinary

Bioinformatics-Driven Identification of Flooding-Tolerance Genes and Their Structural and Molecular Characterization in Soybean

ACS Omega

Thailand-affiliated authors
Supaporn Baiya · Methee Juntaropakorn · Sunan Kitjaruwankul · Malinee Promkatkaew
Institutions
Kasetsart University
77IMPACT SIGNAL
Energy and Materials

Integrated Strategy for Sustainable Outdoor Photo-Fermentative Biohydrogen Production: Sequential Optimization, Repeated-Batch Operation, Modular Bioreactor Simulation, and Biomass Valorization

Energies

Thailand-affiliated authors
Netchanok Punriboon · Polson Mahakhan · Khomsorn Lomthaisong · Kowit Suwannahong · Kandasamy Bhuvaneswari · Surachai Wongcharee · Ravinan Chaiyates · Jutaporn Sawaengkaew
Institutions
Khon Kaen University · Burapha University · Mahasarakham University
77IMPACT SIGNAL
Clinical Medicine

Machine learning‑based classification of renal cell carcinoma and upper tract urothelial carcinoma using preoperative hematological markers

Biomedical Reports

Thailand-affiliated authors
Kanrapee Nuwatkrisin · Chanita Panwoon · Kiartisak Senchan · Sakkarn Sangkhamanon · Wunchana Seubwai
Institutions
Khon Kaen University · Vongchavalitkul University
77IMPACT SIGNAL
Clinical Medicine

Extraction Optimization and Preliminary Neuroprotective Evaluation of Asiaticoside and Asiatic Acid from Centella asiatica (L.) Urb Using In Vitro and In Silico Approaches

International Journal of Molecular Sciences

Thailand-affiliated authors
Chaiyasit Winyuchakhrit · Sarin Tadtong · Chatchapong Tangjidapichai · Weerasak Samee
Institutions
Srinakharinwirot University
77IMPACT SIGNAL
Clinical Medicine

Rapid simultaneous detection of katG S315T and rpoB S531L mutations for molecular screening of multidrug-resistant tuberculosis using a dual LAMP-lateral flow assay

Microbiology Spectrum

Thailand-affiliated authors
Jutturong Ckumdee · Somchai Santiwatanakul · Nakarin Vutipow · Thongchai Kaewphinit
Institutions
Navamindradhiraj University · Vajira Hospital · Srinakharinwirot University · Kasetsart University
77IMPACT SIGNAL
Clinical Medicine

High diversity and novel host associations of bat haemosporidian parasites in Cambodia: insights from a nationwide bat survey and multilocus analyses

Parasites & Vectors

Thailand-affiliated authors
Awatsaya Pimsai
Institutions
Prince of Songkla University
77IMPACT SIGNAL
Clinical Medicine

Chronic Erosive Dermatopathy (CED) Associated with Ectoparasite Infestation in Nile Tilapia Post-Larvae (Oreochromis niloticus Linnaeus, 1758)

Veterinary Sciences

Thailand-affiliated authors
Pornpawit Tanpichai · Onanong Charoenwai · Sayamon Srisuwatanasagul · Patharapol Piamsomboon
Institutions
Mahanakorn University of Technology · Chulalongkorn University
77IMPACT SIGNAL
Clinical Medicine

Sesamin Attenuates Interleukin-1β-Induced Inflammation in Human Synovial Cells: Involvement of the Nrf2/HO-1 Pathway and NLRP3 Expression

ACS Omega

Thailand-affiliated authors
Benjawan Wudtiwai · Atitaya Wayupat · Aitthiphon Chongchai · Prachya Kongtawelert · Peraphan Pothacharoen · Thanyaluck Phitak
Institutions
Chiang Mai University · Mahidol University
77IMPACT SIGNAL
Clinical Medicine

Possible Links Between PM2.5-Induced NLRP3 Inflammasome Activation and Its Role in Lung Cancer Progression and Drug Resistance

International Journal of Molecular Sciences

Thailand-affiliated authors
Thanaphat Worawichitchaikun · Pitchapa Wantanachaisaeng · Teerapat Teeppaibul · Prasit Suwannalert
Institutions
Mahidol University
77IMPACT SIGNAL
Clinical Medicine

Serum FTIR spectral features associated with HDRA-defined gemcitabine sensitivity in cholangiocarcinoma

Biomolecules and Biomedicine

Thailand-affiliated authors
Kanokporn Matra · Patutong Chatchawal · Molin Wongwattanakul · Patipat Rachawangmuang · Sutthiwan Janthamala · Thanaphong Rattanathip · Sirinart Chio‐Srichan · Chanchai Hongsa · Malinee Thanee · Supakan Amontailak · Juthamas Jaimanee · Piyapong Simtong · Anchalee Techasen
Institutions
Khon Kaen University · Synchrotron Light Research Institute
77IMPACT SIGNAL
Clinical Medicine

Image-derived conjunctival hyperemia and clinical ocular surface changes after initiation of topical glaucoma therapy: a prospective longitudinal pilot study

Scientific Reports

Thailand-affiliated authors
Linda Hansapinyo · Nicha Pianwichanpong · Kessara Pathanapitoon · Chanut Hansapinyo · Nutt Hansapinyo · Pichaya Kulniwatcharoen · Karn Patanukhom
Institutions
Chiang Mai University · Rangsit University
77IMPACT SIGNAL
Clinical Medicine

Predictors of the need for airway adjuncts during mask ventilation in Thai adult patients undergoing general anesthesia: A prospective observational study

PLoS ONE

Thailand-affiliated authors
Orarat Karnjanawanichkul · Chanikarn Nuanthong · Ngamjit Pattaravit · Wirat Wasinwong · Sawitree Sricharoenpongchai · Anongluk Samakkee
Institutions
Prince of Songkla University
77IMPACT SIGNAL
Clinical Medicine

Efficacy and safety of tocilizumab for refractory postsurgical cystoid macular edema

Journal of Ophthalmic Inflammation and Infection

Thailand-affiliated authors
Prapatsorn Ongpalakorn
Institutions
Nopparat Rajathanee Hospital
77IMPACT SIGNAL
Multidisciplinary

A Hierarchical Computer Vision Framework for Continuous Dairy Cow Behavior Monitoring in an Obstructed Free-Stall Barns

Smart Agricultural Technology

Thailand-affiliated authors
Aqeel Raza · Kumail Abbas · H. Hogeveen · Chaidate Inchaisri
Institutions
Chulalongkorn University
77IMPACT SIGNAL
Clinical Medicine

Metabolomic and lipidomic analyses reveal phosphatidylcholine–lysophosphatidylcholine axis alterations in sorafenib-persistent hepatocellular carcinoma

Biomedicine & Pharmacotherapy

Thailand-affiliated authors
Meng Chieh Yang · Nichawadee Sandech · Sucheewin Krobthong · Likit Rangsirattanakul · Wisuit Pradidarcheep · Arnatchai Maiuthed
Institutions
Srinakharinwirot University · Mahidol University
77IMPACT SIGNAL
Clinical Medicine

Patient safety events and outcomes in brain tumor surgery : A retrospective cohort study

Journal of Neurosciences in Rural Practice

Thailand-affiliated authors
Kanisorn Sungkaro · Pannawit Chumchue · Thara Tunthanathip · Supaporn Sainamsai
Institutions
Prince of Songkla University
77IMPACT SIGNAL
Clinical Medicine

Development and evaluation of a drug–herb interaction alert system integrated into a hospital electronic health record

Pharmacia

Thailand-affiliated authors
Thanatcha Songmuang · Ananya Songmuang · Chonladda Pitchayajittipong · Teeraporn Sadira Supapaan
Institutions
Warin Chamrap Hospital · Ubon Ratchathani University
77IMPACT SIGNAL
Clinical Medicine

Association of adipocyte hypertrophy and ultrasound severity score in lymphedematous limb: a cross-sectional study

Scientific Reports

Thailand-affiliated authors
Parkpoom Piyaman · Panitta Sitthinamsuwan · Sirin Apichonbancha · Nutcha Yodrabum
Institutions
Siriraj Hospital · Mahidol University
77IMPACT SIGNAL
Clinical Medicine

Phosphoprotein-enriched proteomics identifies heat shock cognate 71 protein as a host factor supporting chikungunya virus replication in macrophages

Scientific Reports

Thailand-affiliated authors
Nattaya Kamchompoo · Songkran Thongon · Artittaya Athipanyasilp · Tipparat Thiangtrongjit · Kawin Chantima · Onrapak Reamtong · Kobporn Boonnak
Institutions
Siriraj Hospital · Mahidol University · Mahidol Oxford Tropical Medicine Research Unit
77IMPACT SIGNAL
Clinical Medicine

Multidisciplinary providers’ perspectives on timely predialysis arteriovenous access preparation: An exploratory mixed-methods study in upper Northern Thailand

PLoS ONE

Thailand-affiliated authors
Amaraporn Rerkasem · Kochaphan Phirom · Pak Thaichana · Prit Kusirisin · Puntapong Taruangsri · Suwinai Saengyo · Sasinat Pongtam · Wanicha Pungchompoo · Kittipan Rerkasem
Institutions
Chiang Mai University · Nakornping Hospital · Maharaj Nakorn Chiang Mai Hospital
77IMPACT SIGNAL
Clinical Medicine

Lung Function-Based Assessment of Small Airway Dysfunction in Chronic Respiratory Diseases

Biology

Thailand-affiliated authors
Chalerm Liwsrisakun · Athavudh Deesomchok · Chaicharn Pothirat · Warawut Chaiwong
Institutions
Chiang Mai University
77IMPACT SIGNAL
Clinical Medicine

Baseline characteristics and practice patterns in geriatric vs. non-geriatric hemodialysis patients: initial results from a Thai nationwide multicenter prospective cohort (Thai-HDcohort)

Renal Failure

Thailand-affiliated authors
Wanjak Pongsittisak · Jeerath Phannajit · Wonngarm Kittanamongkolchai · Theerasak Tangwonglert · Thawee Chanchairujira · Kraiwiporn Kiattisunthorn · Kornchanok Vareesangthip · Bongkod Surattichaiyakul · Arkom Nongnuch · Surachet Vongsanim · Pantipa Tonsawan · Pornpen Sangthawan · Siribha Changsirikulchai · Phanupong Phutrakool · Peerapat Thanapongsatorn · Pichaya Tantiyavarong · Talerngsak Kanjanabuch · Khajohn Tiranathanagul · Suchai Sritippayawan · Suree Yoowannakul · Vuddhidej Ophascharoensuk · Paweena Susantitaphong
Institutions
Navamindradhiraj University · Chulalongkorn University · King Chulalongkorn Memorial Hospital · Phramongkutklao Hospital · Siriraj Hospital · Rajamangala Institute of kidney disease · Mahidol University · Ramathibodi Hospital · Chiang Mai University · Khon Kaen University · Prince of Songkla University · Srinakharinwirot University · Thammasat University · Bhumibol Adulyadej 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