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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
74IMPACT SIGNAL
Environmental Engineering

Multi-scale performance of geogrid-reinforced cemented sand as a composite base material

Geosynthetics International

Thailand-affiliated authors
N. Yoobanpot · D. T. Bergado · S. Chuenjaidee · P. Jongpradist · T. Chompoorat · P. Jamsawang
Institutions
King Mongkut's University of Technology North Bangkok · Asian Institute of Technology · King Mongkut's University of Technology Thonburi · University of Phayao
74IMPACT SIGNAL
Global Public Health

Effects of Crude Polysaccharides from Lentinula edodes Obtained by Ultrasound-Assisted Water Extraction on Metabolic and Hepatic Parameters in Obese Rats

International Journal of Molecular Sciences

Thailand-affiliated authors
Nannapat Phosarith · Thanyaporn Siriwoharn · Wachira Jirarattanarangsri
Institutions
Chiang Mai University
74IMPACT SIGNAL
Clinical Medicine

Tooth surface loss associated with unshelled sunflower seed consumption: a scoping review

Frontiers in Oral Health

Thailand-affiliated authors
Thantrira Porntaveetus
Institutions
Chulalongkorn University
74IMPACT SIGNAL
Clinical Medicine

An Optimized Protocol for the Differentiation and Fibrosis-Associated Transcriptional Priming of THP-1 Macrophages

Methods and Protocols

Thailand-affiliated authors
Janya Khattiya · Chareeporn Akekawatchai
Institutions
Thammasat University
74IMPACT SIGNAL
Global Public Health

Unraveling Hepatic Osmoregulation in Teleost: Metabolic Reprogramming and Signal Transduction in Salinity Adaptation

Reviews in Aquaculture

Thailand-affiliated authors
Sukree Hajısamae · Ilham Zulfahmi
Institutions
Prince of Songkla University
74IMPACT SIGNAL
Clinical Medicine

Etiology and clinical severity of community-acquired acute gastroenteritis in adults at a coastal provincial hospital in Thailand

Scientific Reports

Thailand-affiliated authors
Nant The Su Mon · Sirirat Phuttasiriwat · Saranath Lawpoolsri · Kittiyod Poovorawan · Sant Muangnoicharoen · Hisham A. Imad · Prakaykaew Charunwatthana · Chatporn Kittitrakul
Institutions
Mahidol University · Samut Sakhon Hospital · Mahidol Oxford Tropical Medicine Research Unit
74IMPACT SIGNAL
Clinical Medicine

In vitro and in silico antiviral activity of Polyscias scutellaria leaf extract against drug-susceptible and drug-resistant herpes simplex virus and human papillomavirus-positive cervical cancer: implications for topical formulation development

Virus Research

Thailand-affiliated authors
Rapeepat Tipayawong · Wiratchanee Kansandee · Chaleampol Loymunkong · Padtaya Sirinantananon · Sirirat Mahawan · Kans Suwanmali · Nattarpart Lookluck · Chamsai Pientong · Tipaya Ekalaksananan · Jureeporn Chuerduangphui
Institutions
Kasetsart University · Khon Kaen University
74IMPACT SIGNAL
Clinical Medicine

Repurposing Thiazole/Benzothiazole-Based Thiazolidinone Derivatives as SARS-CoV-2 Main Protease (Mpro) Inhibitors: An Integrated Computational and Experimental Study

BioChem

Thailand-affiliated authors
Hathaichanok Chuntakaruk · Thanyada Rungrotmongkol
Institutions
Chulalongkorn University
74IMPACT SIGNAL
Clinical Medicine

Proteomics-guided characterization of Hericium erinaceus protein-capped silver nanoparticles for cytotoxicity against cancer cells and improved hemocompatibility

OpenNano

Thailand-affiliated authors
Siripong Sukdee · Onmanee Prajuabjinda · Panita Chutimanukul · Preuk Chutimanukul
Institutions
Thammasat University
74IMPACT SIGNAL
Clinical Medicine

Development and evaluation of a multiplex PCR for simultaneous detection of Mycobacterium tuberculosis complex, Mycobacterium avium complex, and Burkholderia pseudomallei in clinical specimens

PLoS neglected tropical diseases

Thailand-affiliated authors
Hasyanee Binmaeil · Thanakon Bunsong · Janjira Thaipadungpanit · Soawarat Deekae · Sunee Chayangsu · Wang Nguitragool · Narisara Chantratita
Institutions
Mahidol University · Surin Hospital
74IMPACT SIGNAL
Clinical Medicine

Risk Factors and Outcomes of Postoperative Pulmonary Embolism in Southeast-Asian Patients Undergoing Major Surgery: A Nested Case-Control Study

Journal of Surgical Research

Thailand-affiliated authors
Nittaya Boonsri · Patteera Apiwatanakul · Sirawit Sayananon · Nichawan Koompong · Thanyawit Ninlaphut
Institutions
Mahidol University · Ramathibodi Hospital
74IMPACT SIGNAL
Clinical Medicine

Acute pharmacologic treatment versus observation for severe asymptomatic hypertension in emergency and acute care settings: a systematic review of short-term outcomes

BMC Emergency Medicine

Thailand-affiliated authors
Thanat Tangpaisarn · Wachira Wongtanasarasin · Kasidit Na Thalang · Praew Kotruchin
Institutions
Khon Kaen University · Chiang Mai University
74IMPACT SIGNAL
Clinical Medicine

Discriminative ability and exploratory cutoff of six-minute walk distance for recent self-reported fall history in community-dwelling older adults with type 2 diabetes

BMC Geriatrics

Thailand-affiliated authors
Chiraphat Kloypan · Boonsita Suwannakul · Chakkraphan Hongluek · Tichanon Promsrisuk · Arunrat Srithawong
Institutions
University of Phayao
74IMPACT SIGNAL
Environmental Engineering

Factors affecting the release of microfibers and microplastics from laundry activities: type, quantity, and properties

Journal of Hazardous Materials Advances

Thailand-affiliated authors
Kanitchanok Muangkaew · Tunlawit Satapanajaru · Kanthika Nonthamit · Adisorn Songkun · Phonchai Noomvong · Supawit Rungmueanfa · Maneekarn Yoo-iam · Piyarat Vijuksungsith
Institutions
Kasetsart University
74IMPACT SIGNAL
Clinical Medicine

Ogataea Yeast Platform for Recombinant Porcine Interferon-Alpha 1 Production: Toward Alternative Biotherapeutics for Swine Health Management

Microorganisms

Thailand-affiliated authors
Benjamas Liwnaree · Thorntun Deangphare · Chinnawat Assana · Kitisak Sansatchanon · Jedsadakorn Ninrat · Jaraspim Narkpuk · Nanchaya Wanasen · Aekkachai Puseenam · Niran Roongsawang · Kanokarn Kocharin · Peera Jaru-Ampornpan
Institutions
National Science and Technology Development Agency · National Center for Genetic Engineering and Biotechnology
74IMPACT SIGNAL
Clinical Medicine

BIA-estimated visceral fat level and selected regional body composition measures are associated with high-sensitivity C-reactive protein in Thai adults

Scientific Reports

Thailand-affiliated authors
Surachat Buddhisa · Surada Satthakarn · Nattaphol Prakobkaew · Tadsawiya Padkao · Orachorn Boonla · Piyapong Prasertsri
Institutions
Burapha University
74IMPACT SIGNAL
Clinical Medicine

Virtual Phase-Contrast Microscopy for Urinary Sediment Analysis: Deep-Learning-Based Image Translation from Brightfield Microscopy

Applied Sciences

Thailand-affiliated authors
Ruchirat Rotbun · Tipparat Penglong · Atthaphong Phongphithakchai · Chonikarn Nuhom · Peempol Chokchaipermpoonphol
Institutions
Prince of Songkla University
74IMPACT SIGNAL
Clinical Medicine

Association between early systolic blood pressure and clinical outcomes in non-critically ill patients with sepsis-associated acute kidney injury: a retrospective cohort study

Annals of Medicine

Thailand-affiliated authors
Teerawat Sriwalosakul · Surachet Vongsanim · Karn Pongsuwan · Prit Kusirisin · Surapon Nochaiwong · Chidchanok Ruengorn · Kajohnsak Noppakun
Institutions
Chiang Mai University
74IMPACT SIGNAL
Clinical Medicine

Parkinson’s disease assessment with selfie video via feature engineering and explainable AI

PLoS ONE

Thailand-affiliated authors
Sitthatka Jaratsaeng · Anchalee Techasen · Narongrit Kasemsap · Thanapong Intharah
Institutions
Khon Kaen University
74IMPACT SIGNAL
Clinical Medicine

The Effect of Fine (PM2.5) and Coarse (PM10-2.5) Particulate Matter on Survival Outcomes in Nasopharyngeal Carcinoma Patients: A Retrospective Cohort Study in a Northern Thailand Tertiary Care Center

Journal of Clinical Medicine

Thailand-affiliated authors
Weerachai Watcharatsiriyuth · Phakhinee Leesirisopha · Pichit Sittitrai · Hanpon Klibngern · Tapanut Ariyanon · Orapan Sangiamporn · Donyarat Ruenmarkkaew
Institutions
Chiang Mai University
74IMPACT SIGNAL
Clinical Medicine

[2026-09-22] Efficacy and Safety of PCSK9 Inhibitors in Patients With Atherosclerotic Cardiovascular Disease at a Tertiary Hospital in the Northeast of Thailand

Research Medical Journal

Thailand-affiliated authors
Pattaraphon Tangsucharit · Chaiyasith Wongvipaporn · Naowakun Ariyapim · Chitsanupong Sumlee
Institutions
Khon Kaen University
74IMPACT SIGNAL
Clinical Medicine

Preliminary Clinical Evaluation of Inhalation Aromatherapy with Blended Essential Oils on Sleep Quality in Adults with Sleep Disturbance

Journal of Health Research

Thailand-affiliated authors
Punyanut Amorndoljai · Laddawan Choothong · Surachai Techaoei · Em–on Chaiprateep
Institutions
Rajamangala University of Technology
74IMPACT SIGNAL
Clinical Medicine

A Registry-Informed Framework for Earlier Detection of Esophageal Adenocarcinoma in Thailand: Evidence from a 16-Year Cohort Study

Methods and Protocols

Thailand-affiliated authors
Thanawat Suwatthanarak · Kullanist Thanormjit · Onchira Acharayothin · Patcharipa Chanaturakarnnon · Sripatch Sri-arporn · Tippawan Gerdsuriwong · Kanokporn Thamapala · Thapanee Saejeng · Arthit Chauykrajang · Wipanee Meesil · Tharathorn Suwatthanarak · Somsri Laiteerapong · Thammawat Parakonthun · Jirawat Swangsri · Asada Methasate · Vitoon Chinswangwatanakul · Pariyada Tanjak
Institutions
Siriraj Hospital · Mahidol University
74IMPACT SIGNAL
Multidisciplinary

Intercellular space limitation and ripening-associated sugar changes are associated with watercore susceptibility in durian fruit

Postharvest Biology and Technology

Thailand-affiliated authors
Naphassorn Sungtin · Kamonwan Sangsoy · Jingtair Siriphanich · Tee Havananda · Kietsuda Luengwilai
Institutions
Kasetsart University · Ministry of Higher Education, Science, Research and Innovation
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