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EDITORIAL DEEP DIVES

In-depth research analyses

Source-verified editorial analyses, ordered by latest publication date

1,027 analyses
Physical education and learning management81IMPACT SIGNAL
Evidence of global relevance

Developing a Management Model to Promote Physical Education Learning for University Students of Guangxi Province, the People’s Republic of China

A mixed-methods study across three Guangxi universities obtained 366 valid student responses and expert consensus to build an 18-component PE participation model spanning autonomy, competence, relatedness and institutional strategy.

Thai researchersLing Zheng · Prakit Hongseanyatham
Legal knowledge management85IMPACT SIGNAL
Evidence of global relevance

Knowledge Sharing Drivers Among Legal Professionals: Insights from Thailand's Intellectual Property Law Firms

Interviews with 10 professionals from five leading Thai IP firms identified four knowledge categories and both extrinsic and intrinsic drivers. Sharing supported client trust, business development, intergenerational continuity and reflexive learning.

Thai researchersNopphawat Ariyahchatraweekul · Mongkolchai Wiriyapinit · Jintavee Khlaisang
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
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.

2,955records
2,955 records
76IMPACT SIGNAL
Multidisciplinary

The McRoberts maneuver in shoulder dystocia: A critical reappraisal

International Journal of Gynecology & Obstetrics

Thailand-affiliated authors
Theera Tongsong · Sirinart Sirilert · Suchaya Luewan
Institutions
Chiang Mai University
76IMPACT SIGNAL
Clinical Medicine

Accuracy and feasibility of initiating real-time continuous glucose monitoring in noncritically ill hospitalized patients with type 2 diabetes

World Journal of Diabetes

Thailand-affiliated authors
Sirinart Sirinvaravong · Choompunuj Sakjirapapong · Lukana Preechasuk
Institutions
Siriraj Hospital · Mahidol University
76IMPACT SIGNAL
Clinical Medicine

Design of a tetravalent dengue vaccine incorporating T-cell epitopes from NS3 and NS5 proteins and B-cell epitopes from the envelope protein using an immunoinformatics approach

Frontiers in Cellular and Infection Microbiology

Thailand-affiliated authors
Theerawat Dobutr · Pemikar Srifa · Nawamin Pinpathomrat
Institutions
Prince of Songkla University
76IMPACT SIGNAL
Engineering

Terminal Compatibility and Admissibility of a Meridional Caputo Flow Rule in Transformed-Stress Clay Plasticity

Fractal and Fractional

Thailand-affiliated authors
Nopanom Kaewhanam · Thammanun Chatwong · Apichit Kampala · Sitthiphat Eua-apiwatch
Institutions
Mahasarakham University · Rajamangala University of Technology Isan · Burapha University
76IMPACT SIGNAL
Multidisciplinary

Tomato ripeness classification with weight-based and texture-adaptive pooling in CNNs

Engineering and Applied Science Research

Thailand-affiliated authors
Rut Yatigul · Wisanu Jitviriya · Aran Blattler · Watcharin Tangsuksant · Teppakorn Sittiwanchai
Institutions
King Mongkut's University of Technology North Bangkok
76IMPACT SIGNAL
Multidisciplinary

Invisible in the crisis: multicultural and multilingual learners in wartime education and the RESCUE framework for inclusive resilience

Journal for Multicultural Education

Thailand-affiliated authors
Lapasrada Jitwarin
Institutions
Mahidol University
76IMPACT SIGNAL
Clinical Medicine

Occupation and Lymphoma Risk by Cell of Origin: A Nationwide Matched Case–Control Study in Thailand

Cancer Prevention Research

Thailand-affiliated authors
Chatchai Ekpanyaskul · Suleeporn Sangrajung
Institutions
Srinakharinwirot University · Ministry of Public Health
76IMPACT SIGNAL
Clinical Medicine

Dynamic changes of serum vascular endothelial growth factor after surgical resection of hepatocellular carcinoma and its application in recurrence monitoring

Frontiers in Oncology

Thailand-affiliated authors
Phichayut Phinyo · Noraworn Jirattikanwong · Peraphan Pothacharoen
Institutions
Chiang Mai University
76IMPACT SIGNAL
Digital Health

Early Classification of Impact- and Vibration-Induced Bruising in ‘Glom Sali’ Guava Using RGB Imaging and Deep Learning

Agriculture

Thailand-affiliated authors
Rattapon Saengrayap · Sujitra Arwatchananukul · Wacharawan Intayoad · Chayapol Kamyod · Saowapa Chaiwong · Nattapol Aunsri
Institutions
Mae Fah Luang University
76IMPACT SIGNAL
Environmental Engineering

Removal, biodegradability, detoxification, and risk assessment of direct and indirect reclaimed water contaminated with 4-chloroaniline using ozonation and electro-peroxone processes

Journal of Hazardous Materials Advances

Thailand-affiliated authors
Supitchaya Jenjaiwit · Somphong Soontharo · Wannasorn Saisuwan · Atcharaporn Youngwilai · Panitan Jutaporn · Sorujsiri Chareonsudjai · Ploenthip Puthongking · Thunyalux Ratpukdi · Sumana Siripattanakul‐Ratpukdi
Institutions
Khon Kaen University · Naresuan University
76IMPACT SIGNAL
Multidisciplinary

Body-Size Boundaries for Sexual-State Classification in a Protogynous Freshwater Fish: Evidence from Monopterus albus in Thailand

Limnological Review

Thailand-affiliated authors
Alan D. Ziegler · Khajornkiat Srinuansom · Nitiwat Thonrab · Patchaya Deeraksa · Teppitag Boonta · Rakpong Petkam · Weerachai Saijuntha
Institutions
Kasetsart University · Maejo University · Khon Kaen University · Mahasarakham University
76IMPACT SIGNAL
Clinical Medicine

Serum Procalcitonin and Outcomes in Severe Pediatric Pneumonia: A Secondary Analysis of An Observational Multicenter Study

Journal of the Pediatric Infectious Diseases Society

Thailand-affiliated authors
Minchaya Rujirojampai · Rujipat Samransamruajkit
Institutions
King Chulalongkorn Memorial Hospital
76IMPACT SIGNAL
Engineering

Mechanics-informed neural network for predicting the axial compressive strength of short circular concrete-filled steel tube columns

Scientific Reports

Thailand-affiliated authors
Piyawat Boonlertnirun · Rut Su · Arnut Sutha · Sawekchai Tangaramvong
Institutions
Chulalongkorn University · King Mongkut's University of Technology North Bangkok
76IMPACT SIGNAL
Clinical Medicine

Comparative genomics of Helicobacter pylori isolated from liver fluke endemic regions in Thailand

Scientific Reports

Thailand-affiliated authors
Tantip Arigul · Piroon Jenjaroenpun · Worarat Kruasuwan · Thidathip Wongsurawat · Sutas Suttiprapa · Pisaln Mairiang · Banchob Sripa
Institutions
Siriraj Hospital · Khon Kaen University
76IMPACT SIGNAL
Multidisciplinary

Comparative Assessment of Gill Cut and Water Perfusion Bleeding Methods on Freshness, Microbiological Stability, and Textural Properties of Asian Seabass (Lates calcarifer) Slices During Refrigerated Storage

Sci

Thailand-affiliated authors
Balamanikandan Vijayakumar · Suriya Palamae · Mallikarjun Chanchi Prashanthkumar · Soottawat Benjakul
Institutions
Prince of Songkla University · Songkhla Rajabhat University
76IMPACT SIGNAL
Clinical Medicine

Agreement Between Echocardiography and Ultrasonic Cardiac Output Monitoring (USCOM) for Hemodynamic Assessment in Pediatric Patients: A Bland–Altman Analysis

Echocardiography

Thailand-affiliated authors
Saviga Sethasathien · Orana Arsasuwan · Theerapon Jariyasakoolroj · Suchaya Silvilairat
Institutions
Chiang Mai University
76IMPACT SIGNAL
Clinical Medicine

Efficiency of Using a Fixed-Wrist Splint in Patients with Intra-Arterial Catheterization to Monitor Arterial Blood Pressure During a Surgical Intervention: A Pilot Study

THE BANGKOK MEDICAL JOURNAL

Thailand-affiliated authors
Warunee Techawattanakun · Pakin Srisutthakul · Sarunya Reaungsakul
Institutions
Bangkok Hospital · Maharaj Nakorn Chiang Mai Hospital
76IMPACT SIGNAL
Multidisciplinary

Exploring superstitious beliefs and practices on human resource management: evidence from Thai small firms

Employee Relations

Thailand-affiliated authors
Fuangfa Panya
Institutions
Naresuan University Hospital
76IMPACT SIGNAL
Clinical Medicine

Comparative Outcomes of Single-Stage Fontan Procedure Versus Staged Fontan Following Glenn Procedure in Single-Ventricle Patients

World Journal for Pediatric and Congenital Heart Surgery

Thailand-affiliated authors
Panat Kittisit · Janewit Wanichwatphibun · Mueanthep Chomvilailuk · Chayatat Sirinawin · Jule Namchaisiri · Vichai Benjacholamas
Institutions
Chulalongkorn University · King Chulalongkorn Memorial Hospital
76IMPACT SIGNAL
Engineering

Integrated Numerical Assessment of Canal Embankment Stability and Buried Gas Pipeline Integrity

Infrastructures

Thailand-affiliated authors
Supakij Nontananandh · Sutasinee Intui · Siwawoot Papattapong · Noppanut Kosinanondh
Institutions
Kasetsart University · PTT Public Company Limited (Thailand)
76IMPACT SIGNAL
Clinical Medicine

Unearthing a fungal giant: Dianjunaceae fam. nov., a novel Paleocene lineage of Xylariales harboring Dianjunus rex gen. et sp. nov

Frontiers in Fungal Biology

Thailand-affiliated authors
Jing Song · Ratchadawan Cheewangkoon
Institutions
Chiang Mai University
76IMPACT SIGNAL
Clinical Medicine

Magnetic resonance imaging-based cortical thickness as a predictor of osteoporosis in rotator cuff tears

Shoulder & Elbow

Thailand-affiliated authors
Jirantanin Rattanavarinchai · Thaworn Sisayanarane · Kanin Lumdee · Natthicha Saowatanpong · Jidapa Iamwat
Institutions
Police General Hospital
76IMPACT SIGNAL
Engineering

New traveling wave solutions for the extended (3+1)-dimensional KdV-Calogero-Bogoyavlenskii-Schiff and the fourth-order nonlinear Ablowitz-Kaup-Newell-Segur water wave equations using efficient techniques

WSEAS TRANSACTIONS ON MATHEMATICS

Thailand-affiliated authors
Khomsan Neamprem · Chaiyod Kamthorncharoen · Sekson Sirisubtawee · Pongpol Juntharee
Institutions
King Mongkut's University of Technology North Bangkok
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