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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
73IMPACT SIGNAL
Global Public Health

The Future of Suvanrnabhumi Airport as an Air Logistics Hub in Southeast Asia

TEM Journal

Thailand-affiliated authors
Kritsana Lakkhongkha · Akkarat Poolkrajang · Pusit Pupapassiri · Ratchapol Kladchuen
Institutions
Mahidol University · Rajamangala University of Technology · Bangkok University · Nakhon Pathom Rajabhat University
73IMPACT SIGNAL
Clinical Medicine

Integrated Phytochemical Characterization, Formulation Engineering, and Stability Assessment of a Spray-Based Dermocosmetic Delivery System Incorporating Plectranthus amboinicus Leaf Extract

Cosmetics

Thailand-affiliated authors
Nustha Kitprathaung · P. Poungthong
Institutions
Shinawatra University · King Mongkut's Institute of Technology Ladkrabang
73IMPACT SIGNAL
Clinical Medicine

The Role of Mesenchymal Stem Cells in Regenerative Medicine: From Biology to Clinical Applications

Indonesian Journal of Biotechnology (Universitas Gadjah Mada)

Thailand-affiliated authors
Đăng Quỳnh Lê
Institutions
Chulalongkorn University
73IMPACT SIGNAL
Clinical Medicine

Dicharax pallgergelyi Jirapatrasilp & Inkhavilay 2026, sp. nov.

Open MIND

Thailand-affiliated authors
Parin Jirapatrasilp · Teerangkul Janjai · Ekgachai Jeratthitikul · Natdanai Likhitrakarn · Ruttapon Srisonchai · Chirasak Sutcharit
Institutions
Chulalongkorn University · Mahidol University · Maejo University · Khon Kaen University
73IMPACT SIGNAL
Multidisciplinary

Metalycaeus Pilsbry 1900

Open MIND

Thailand-affiliated authors
Parin Jirapatrasilp · Teerangkul Janjai · Ekgachai Jeratthitikul · Natdanai Likhitrakarn · Ruttapon Srisonchai · Chirasak Sutcharit
Institutions
Chulalongkorn University · Mahidol University · Maejo University · Khon Kaen University
73IMPACT SIGNAL
Clinical Medicine

Safety and Efficacy of a Hydrolyzed Collagen Formulation (HYCOS) for Facial Skin Elasticity and Wrinkles: A Randomized, Double‐Blind, Placebo‐Controlled Trial

Journal of Cosmetic Dermatology

Thailand-affiliated authors
Sutthinee Wisutthathum · Preeyanuch Pimjuk · Nitina Yeesibsean · Katechan Jampachaisri · Panlop Chakkavittumrong · Warisara Pasri · Pichet Kittikun · Supaporn Tuanthai · Thanwarat Suebwongfag · Tanyarat Sutti · Anjana Fuangchan · Neti Waranuch
Institutions
Naresuan University · Thammasat University
73IMPACT SIGNAL
Clinical Medicine

A new species of the Ovophis tonkinensis species complex (Serpentes, Viperidae) from the Langbian Plateau, southern Vietnam

Herpetozoa

Thailand-affiliated authors
Parinya Pawangkhanant · Chatmongkon Suwannapoom
Institutions
University of Phayao
73IMPACT SIGNAL
Clinical Medicine

Pincerna panhai Jirapatrasilp & Inkhavilay 2026, sp. nov.

Open MIND

Thailand-affiliated authors
Parin Jirapatrasilp · Teerangkul Janjai · Ekgachai Jeratthitikul · Natdanai Likhitrakarn · Ruttapon Srisonchai · Chirasak Sutcharit
Institutions
Chulalongkorn University · Mahidol University · Maejo University · Khon Kaen University
73IMPACT SIGNAL
Clinical Medicine

Dicharax feuangensis Jirapatrasilp & Inkhavilay 2026, sp. nov.

Open MIND

Thailand-affiliated authors
Parin Jirapatrasilp · Teerangkul Janjai · Ekgachai Jeratthitikul · Natdanai Likhitrakarn · Ruttapon Srisonchai · Chirasak Sutcharit
Institutions
Chulalongkorn University · Mahidol University · Maejo University · Khon Kaen University
73IMPACT SIGNAL
Multidisciplinary

The operculate micro land snails from the Alycaeinae (Caenogastropoda, Cyclophoridae) in Laos, with description of new species

ZooKeys

Thailand-affiliated authors
Parin Jirapatrasilp · Teerangkul Janjai · Ekgachai Jeratthitikul · Natdanai Likhitrakarn · Ruttapon Srisonchai · Chirasak Sutcharit
Institutions
Chulalongkorn University · Mahidol University · Maejo University · Khon Kaen University
73IMPACT SIGNAL
Multidisciplinary

Dioryx Benson 1859

Open MIND

Thailand-affiliated authors
Parin Jirapatrasilp · Teerangkul Janjai · Ekgachai Jeratthitikul · Natdanai Likhitrakarn · Ruttapon Srisonchai · Chirasak Sutcharit
Institutions
Chulalongkorn University · Mahidol University · Maejo University · Khon Kaen University
73IMPACT SIGNAL
Multidisciplinary

Dioryx dongiensis Varga 1972

Open MIND

Thailand-affiliated authors
Parin Jirapatrasilp · Teerangkul Janjai · Ekgachai Jeratthitikul · Natdanai Likhitrakarn · Ruttapon Srisonchai · Chirasak Sutcharit
Institutions
Chulalongkorn University · Mahidol University · Maejo University · Khon Kaen University
73IMPACT SIGNAL
Digital Health

MXene/g-C₃N₄ hybrid systems: Strategies for the development of multiple applications with artificial intelligence-driven optimization: A comprehensive review

Next Materials

Thailand-affiliated authors
Muhammad Qasim
Institutions
Walailak University
73IMPACT SIGNAL
Clinical Medicine

Artificial intelligence in neurorehabilitation research trends knowledge evolution and future directions from 2015 to 2026

Discover Artificial Intelligence

Thailand-affiliated authors
Xi Ling · Hang Yin
Institutions
Silpakorn University · Bangkokthonburi University · Chonburi Hospital
73IMPACT SIGNAL
Clinical Medicine

Dynamics of disclosure: A qualitative study of how family caregivers discuss deaths by medical assistance in dying

Palliative Medicine

Thailand-affiliated authors
Yanin Kiatpanabhikul
Institutions
King Chulalongkorn Memorial Hospital
73IMPACT SIGNAL
Clinical Medicine

P1.043. Chylothorax After Esophagectomy for Esophageal Cancer: Incidence, Risk Factors, and Clinical Outcomes After Esophageal Resection. a Systematic Review and Meta-Analysis

Diseases of the Esophagus

Thailand-affiliated authors
Rawat Waratchanont · Napasakorn Yodtawee · Jirat Leelapatanadist · Vijittra Arsanpakit · Viriya Keawkungsadan · Sukchai Sattaporn
Institutions
Phramongkutklao Hospital
73IMPACT SIGNAL
Clinical Medicine

Bovine Adenovirus 3-Based Viral Vectors for Veterinary Vaccine Development: Progress, Limitations, and Future Directions

Veterinary Sciences

Thailand-affiliated authors
Nattawooti Sthitmatee · Thanya Varinrak · Khwanchai Kreausukon
Institutions
Chiang Mai University
73IMPACT SIGNAL
Energy and Materials

BiOBr-Modified SrTiO3 Heterojunction for Efficient Antibiotic Degradation and Bacterial Inactivation

Photochem

Thailand-affiliated authors
Punyanuch Thammaacheep · Manlika Sriondee · Tawat Suriwong · Theerachai Bongkarn · Sukon Phanichphant · Arunothai Rattanachata · Hideki Nakajima · Panatda Jannoey · Duangdao Channei
Institutions
Naresuan University · Chiang Mai University · Synchrotron Light Research Institute
73IMPACT SIGNAL
Digital Health

SEEK-Policy: a data-driven cross-modal retrieval framework for climate policy recommendation

PeerJ Computer Science

Thailand-affiliated authors
Panon Latcharote · Tipajin Thaipisutikul
Institutions
Mahidol University
73IMPACT SIGNAL
Global Public Health

Effects of integrating self-efficacy strategies into multi-joint resistance exercise for overweight and obese older adults: A randomized controlled trial

PLoS ONE

Thailand-affiliated authors
Oratai Kanlayawut · Raweewan Maphong · Waris Wongpipit · Thanomwong Kritpet
Institutions
Chulalongkorn University
73IMPACT SIGNAL
Clinical Medicine

HFL-SkinNet: dermoscopy-based secure multi-class skin disease diagnosis via hybrid semi-supervised FL framework

Journal Of Big Data

Thailand-affiliated authors
Arfat Ahmad Khan
Institutions
Khon Kaen University
73IMPACT SIGNAL
Energy and Materials

Enhanced efficiency of electrowinning for cobalt recovery from spent lithium-ion battery

International Journal of Sustainable Energy

Thailand-affiliated authors
Orathai Kruthun · Piampoom Sarikprueck · Nattaya Morawan · Chodchanok Attaphong
Institutions
King Mongkut's Institute of Technology Ladkrabang
73IMPACT SIGNAL
Energy and Materials

MoS2/C12A7:e− Electride Heterostructure as a Bifunctional Cathode Host for Polysulfide Immobilization and Accelerated Sulfur Conversion in Na─S Batteries

ACS Applied Energy Materials

Thailand-affiliated authors
Niphat Thatsami · Ali Hassan · Pornsawan Sikam · Pairot Moontragoon · Manaswee Suttipong · Thanayut Kaewmaraya
Institutions
Khon Kaen University · Chulalongkorn University · Chiang Mai 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