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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
Clinical Medicine

Patient-reported outcomes and acceptability during messaging-based telemedicine follow-up for dry eye disease

Scientific Reports

Thailand-affiliated authors
Jiraporn Lekvijittada · Raveewan Choontanom
Institutions
Phramongkutklao Hospital
74IMPACT SIGNAL
Energy and Materials

Surface Fluorination of ALD Tin Oxide by SF 6 Plasma for Operationally Stable Perovskite Solar Cells

Advanced Optical Materials

Thailand-affiliated authors
Nopporn Rujisamphan · Kay Thi Soe · Ratchadaporn Supruangnet · Thipusa Wongpinij · Waranchit Ruengsrisang · Anusit Kaewprajak · Pisist Kumnorkaew · Joongjai Panpranot · Thidarat Supasai
Institutions
King Mongkut's University of Technology Thonburi · Synchrotron Light Research Institute · National Science and Technology Development Agency · Chulalongkorn University · Kasetsart University
74IMPACT SIGNAL
Clinical Medicine

Effective Mobile Application for Reducing OSL Placement Errors and Enhancing Safety at Songklanagarind Hospital CCL, Thailand

Journal of Health Science and Medical Research

Thailand-affiliated authors
Kanchana Saeheng · Chantana Charoensin
Institutions
Prince of Songkla University
74IMPACT SIGNAL
Multidisciplinary

Simulation-Based Optimisation of University Shuttle Bus Systems: A Case Study on Redundancy-Aware Route Planning and Energy Utilisation

Sustainability

Thailand-affiliated authors
Pitchayapatchaya Srikram · Patcharaporn Maneerat · Panrawee Rungskunroch
Institutions
Rajamangala University of Technology
74IMPACT SIGNAL
Engineering

Comparative Evaluation of SAW and AHP Approaches for GIS-Based Liquefaction Susceptibility Mapping in Chiang Rai, Thailand

GeoHazards

Thailand-affiliated authors
Neerawich Deawsurin · Sethapong Sethabouppha · Pongsakorn Wongchana
Institutions
Chiang Mai University
74IMPACT SIGNAL
Multidisciplinary

FDTD Analysis of End-Fire Coupling Between Mid-IR On-Chip Light Sources on Si and As2Se3-on-CaF2 Waveguide from 3 to 8 µm for Spectroscopic Sensing

Sensors

Thailand-affiliated authors
Saranisorn Srikam · Pichet Limsuwan · Papichaya Chaisakul
Institutions
Kasetsart University · King Mongkut's University of Technology Thonburi · King Mongkut's Institute of Technology Ladkrabang
74IMPACT SIGNAL
Energy and Materials

CO 2 Laser‐Synthesized NiCoCu Borate Enables Efficient Nitrate‐to‐Ammonia Electrosynthesis and Durable Zinc–Nitrate Batteries

Small

Thailand-affiliated authors
Pimjai Pimbaotham · Siriporn Jungsuttiwong · Myong Yong Choi
Institutions
Ratchathani University · Ubon Ratchathani University · Chulalongkorn University
74IMPACT SIGNAL
Engineering

Curcumin-coated anodized titanium surfaces for enhanced in vitro cytocompatibility and early osteogenic activity

Discover Nano

Thailand-affiliated authors
Sukumaran Anil
Institutions
Chulalongkorn University
74IMPACT SIGNAL
Engineering

Sensitivity-driven model updating for bridge structures using operational modal analysis and enhanced batched Thompson sampling-based Bayesian optimization

Mechanical Systems and Signal Processing

Thailand-affiliated authors
Thu Huynh Van · Sawekchai Tangaramvong
Institutions
Chulalongkorn University
74IMPACT SIGNAL
Multidisciplinary

Risk assessment of hearing loss: a case study of an ice factory in Thailand

International Journal of Occupational Safety and Ergonomics

Thailand-affiliated authors
Watcharaporn Wongsakoonkan · Sangmanee Yaken · Thairong Jitthaisong · Treeranut Srisunont · Chayarat Srisunont
Institutions
Valaya Alongkorn Rajabhat University · Bansomdejchaopraya Rajabhat University
74IMPACT SIGNAL
Clinical Medicine

Carbon-based two-dimensional nanomaterials (CB-2DMs) for high-performance wound healing platforms bridging mechanics and medicine

Discover Nano

Thailand-affiliated authors
Werayut Srituravanich · Mohammad Ashfaq
Institutions
Chulalongkorn University
74IMPACT SIGNAL
Environmental Engineering

Solution Plasma-Assisted Synthesis of ZnO Nanoparticle/Activated Hydrochar Hybrids from Mangosteen Peel for Synergistic Dye Removal

ACS Sustainable Resource Management

Thailand-affiliated authors
Sasimaporn Treepet · Paweena Hayeeji · Surawut Chuangchote · Gasidit Panomsuwan · Anyarat Watthanaphanit
Institutions
Mahidol University · King Mongkut's University of Technology Thonburi · Kasetsart University
74IMPACT SIGNAL
Clinical Medicine

Predicting high-flow nasal cannula therapy failure in pediatrics: A retrospective analysis of prevalence and risk factors in tertiary care hospital

Canadian Journal of Respiratory Critical Care and Sleep Medicine

Thailand-affiliated authors
Supisara Theeranoraset · Nuttida Panichapat · Wicharn Boonjindasup · Suchada Sritippayawan · Jitladda Deerojanawong · Watit Niyomkarn
Institutions
Chulalongkorn University
74IMPACT SIGNAL
Multidisciplinary

First record of Parbatocamptus jochenmartensi Dumont & Maas, 1988 (Copepoda, Harpacticoida, Phyllognathopodidae) from a cave in Thailand, with notes on the first known female

Check List

Thailand-affiliated authors
Santi Watiroyram · Kamonwan Koompoot
Institutions
Nakhon Phanom University · Khon Kaen University
74IMPACT SIGNAL
Clinical Medicine

Transcriptomic Alterations in Peri-Implantitis Tissues from Patients with Diabetes, Hypertension, and Osteoporosis: An Exploratory Candidate-Gene Study

International Journal of Medical Sciences

Thailand-affiliated authors
Yong-Gun Kim
Institutions
Chulalongkorn University
74IMPACT SIGNAL
Clinical Medicine

Non-invasive molecular testing of osimertinib acquired resistance in T790M-positive advanced non-small cell lung cancer

BMC Cancer

Thailand-affiliated authors
Piyakarn Watcharenwong · Narumol Trachu · Nareenart Iemwimangsa · Dittapol Munthum · Nanamon Monnamo · Poramate Jiaranai · Angkana Charoenyingwattana · Chayanin Nitiwarangkul · Wichana Chamroonrat · Phichai Chansriwong · Touch Ativitavas · Thitiya Sirisinha Dejthevaporn · Wasun Chantratita · Thanyanan Reungwetwattana
Institutions
Khon Kaen University · Mahidol University · Ramathibodi Hospital · Rajamangala University of Technology Suvarnabhumi
74IMPACT SIGNAL
Multidisciplinary

Persistence and fragmentation of Dry Thorn and Than-Dahat Forests in the Central Myanmar Dry Zone over the last 25 years

Journal of Arid Environments

Thailand-affiliated authors
Lay Win · Niti Sukumal · Tommaso Savini
Institutions
King Mongkut's University of Technology Thonburi
74IMPACT SIGNAL
Clinical Medicine

Porcine Adenovirus-Based Viral Vectors for Swine Vaccines: A Scoping Review and Future Perspectives

Animals

Thailand-affiliated authors
Nattawooti Sthitmatee · Karnrawee Suanpat · Yupa Sington · Anucha Muenthaisong · Kanokwan Sangkakam · Boondarika Nambooppha · Amarin Rittipornlertrak · Nisachon Apinda · Pongpisid Koonyosying · Thanya Varinrak · Khwanchai Kreausukon
Institutions
Chiang Mai University · Nation University
74IMPACT SIGNAL
Clinical Medicine

Factors influencing frailty in older persons with vision impairment visiting the outpatient department: a cross-sectional study

BMC Geriatrics

Thailand-affiliated authors
Phicharat Nuairaksa · Prangtip Chayaput · Virapun Wirojratana · Suksri Chotikavanich
Institutions
Siriraj Hospital · Mahidol University
74IMPACT SIGNAL
Clinical Medicine

Coronary artery compression in percutaneous pulmonary valve implantation: a case series

Frontiers in Cardiovascular Medicine

Thailand-affiliated authors
Rujira Buntharikpornpun · Supaporn Roymanee · Worakan Promphan
Institutions
Prince of Songkla University · Queen Sirikit National Institute of Child Health
74IMPACT SIGNAL
Environmental Engineering

Airborne Observations of Convective Cloud Responses to Thai Formula8 (CaO-Based Powder) Cloud Seeding: Integrating Material Characterization and Thermodynamic Modeling with In Situ Observations

Atmosphere

Thailand-affiliated authors
Pakdee Chantraket · Witthaya Appamatho · Sritam Danpradit · Ponlapas Lerdsakwanich · Methee Taweechon
Institutions
Ministry of Agriculture and Cooperatives
74IMPACT SIGNAL
Clinical Medicine

Prevalence and Associated Factors of Dual Physical and Cognitive Impairment Among Adults Aged 50 Years and Older with Cardiometabolic Conditions: A Cross-Sectional Study

Healthcare

Thailand-affiliated authors
Kanokporn Pinyopornpanish · Suphawita Pliannuom · Peerasak Lerttrakarnnon · Sutina Laimangkorn · Pimchai Veerasirikul · Adchara Prommaban · Chaisiri Angkurawaranon
Institutions
Chiang Mai University
74IMPACT SIGNAL
Clinical Medicine

Interpretable detection-based image classification for differential diagnosis of vaginal discharge using smartphone-assisted microscopy

Frontiers in Artificial Intelligence

Thailand-affiliated authors
Siriwoot Sookkhee · Marut Wongtapin · Trin Phuriyaphan · Kornkaran Tonpiriyaphong · Nitan Wachirapaet · Surapee Wasanapitanont · Jidapa Joysa · Monsicha Pongpom · Narin Lawan · Phit Upaphong · Tanaporn Wangsanut
Institutions
Chiang Mai University
74IMPACT SIGNAL
Clinical Medicine

Peripheral FOXP3+ regulatory T cells as potential predictive markers of concurrent chemoradiation therapy response in locally advanced cervical cancer

Immunobiology

Thailand-affiliated authors
Raphatphorn Navakanitworakul · Dailamee Wanso · Piyatida Molika · Kittinun Leetanaporn · Sarunyou Chusri · Jomkwan Ongarj · Nawamin Pinpathomrat
Institutions
Prince of Songkla University
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