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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
Clinical Medicine

PARP inhibition induces a redox-dependent dormant reservoir vulnerable to disulfiram in high-grade serous ovarian cancer

Biomedicine & Pharmacotherapy

Thailand-affiliated authors
Sutthipun Suriya · Supawan Jamnongsong · Chanettee Jamyuang · Suwanit Therasakvichya · Somponnat Sampattavanich
Institutions
Siriraj Hospital · Mahidol University
77IMPACT SIGNAL
Digital Health

Electroencephalography-Based Emotion Recognition Using Auditory Stimulation for Affective Brain–Computer Interfaces

Sensors

Thailand-affiliated authors
Charoenporn Bouyam · Nannaphat Siribunyaphat · Yunyong Punsawad
Institutions
Walailak University
77IMPACT SIGNAL
Clinical Medicine

KK12, a novel anticancer peptide, induces apoptosis in human lung cancer A549 cells

Scientific Reports

Thailand-affiliated authors
Jantana Yahuafai · Prayumat Onsrisawat · Ratasark Summart · Mariena Ketudat-Cairns · Thippawan Pimchan · Jirawat Yongsawatdigul · Natteewan Udomsil
Institutions
National Cancer Institute of Thailand · Kanchanaburi Rajabhat University · Mahidol University · Suranaree University of Technology
77IMPACT SIGNAL
Clinical Medicine

Limitations of NEWS2 for predicting 48-hour emergency department revisits: a real-world retrospective cohort study

International Journal of Emergency Medicine

Thailand-affiliated authors
Sarunpakorn Permpatdechakul · Theerapon Tangsuwanaruk · Borwon Wittayachamnankul · Pavita Laohakul · Chanon Changratanakorn · Boriboon Chenthanakij
Institutions
Chiang Mai University
77IMPACT SIGNAL
Clinical Medicine

Efficacy of mucoadhesive nanoemulsion-based immersion vaccine against Streptococcus agalactiae and Edwardsiella tarda infections in Nile tilapia (Oreochromis niloticus)

Aquaculture Reports

Thailand-affiliated authors
Benchawan Kumwan · Pakapon Meachasompop · Yosapon Adisornprasert · Jitraporn Phaksopa · Wararut Buncharoen · Patcharapong Thangsunan · Pattanapong Thangsunan · Prapansak Srisapoome · Channarong Rodkhum · Natthapong Paankhao · Anurak Uchuwittayakul
Institutions
Kasetsart University · Chiang Mai University · Chulalongkorn University
77IMPACT SIGNAL
Clinical Medicine

Dietary Application of Synergistically Degraded Low-Molecular-Weight Chitosan to Promote Health and Antioxidant Responses in Pacific White Shrimp (Litopenaeus vannamei)

Antioxidants

Thailand-affiliated authors
Natthapong Paankhao · Wararut Buncharoen · Benchawan Kumwan · Pakapon Meachasompop · Yosapon Adisornprasert · Chonlatat Rajitdumrong · Pimrawee Chaemlek · Prapansak Srisapoome · Passakorn Kingwascharapong · Anurak Uchuwittayakul
Institutions
Kasetsart University · Chiang Mai University
77IMPACT SIGNAL
Clinical Medicine

Purifying Selection and Interspecific Differentiation at the Myf5 Locus Inform Hybrid Identification and Genetic Management of Thai Clariid Resources

Genes

Thailand-affiliated authors
Phonemany Thammachak · Ton Huu Duc Nguyen · Rinrapat Nitipatpornpanya · Anh Huynh Luu · Edem Uduak Linus · Thitipong Panthum · Kednapat Sriphairoj · Sittichai Hatachote · Satid Chatchaiphan · Chaiwut Grudpan · Jarungjit Grudpan · S. Kiriratnikom · Jiraboon Prasanpan · Orathai Sawatdichaikul · Worapong Singchat · Kornsorn Srikulnath
Institutions
Kasetsart University · Sakon Nakhon Rajabhat University · Ubon Ratchathani University · Thaksin University · Kalasin University
77IMPACT SIGNAL
Clinical Medicine

Long-acting reversible contraceptive use in postpartum and postabortion adolescents: initiation, predictors, and continuation outcomes

Reproductive Health

Thailand-affiliated authors
Paparnin Sangvornrungsie · Nalinee Panichyawat · Thanyarat Wongwananuruk · Nichamon Parkpinyo · Julaporn Pooliam · Marisa Vongsiri · Jaratporn Inthawong
Institutions
Siriraj Hospital · Mahidol University
77IMPACT SIGNAL
Clinical Medicine

Proteomic Analysis of Urinary Extracellular Vesicles Reveals Estrogen/Progesterone Status-Associated Biomarkers of Breast Cancer Patients: Potential Roles in Diagnosis and Prognosis

Journal of Health Science and Medical Research

Thailand-affiliated authors
Rassanee Bissanum · Nilobon Jeanmard · Hutcha Sriplung · Sawanya Charoenlappanit · Sittiruk Roytrakul · Raphatphorn Navakanitworakul
Institutions
Prince of Songkla University · National Science and Technology Development Agency
77IMPACT SIGNAL
Clinical Medicine

New Host and Geographic Records of Epifoliar Fungi on Cinnamomum loureiroi from Thailand

Phytotaxa

Thailand-affiliated authors
Asieh Vasighzadeh · Alireza Armand · Ruvishika S. Jayawardena · Kevin D. Hyde
Institutions
Mae Fah Luang University
77IMPACT SIGNAL
Clinical Medicine

Organization of the Digestive Tract and Localization of Protein Fibre in Electrophorus sp. (Gymnotiformes: Gymnotidae)

Acta Zoologica

Thailand-affiliated authors
Sinlapachai Senarat · Narit Thaochan · Kitiya Kongthong · Peerapon Sornying · Piyakorn Boonyoung
Institutions
Prince of Songkla University · Naresuan University
77IMPACT SIGNAL
Clinical Medicine

Multi-Targeted Neuroprotection by Areca catechu Against Cisplatin-Induced Neurotoxicity: Cellular, Caenorhabditis elegans, and Metabolomic Evidence

International Journal of Molecular Sciences

Thailand-affiliated authors
Kishoree Krishna Kumaree · Clerance Su Yee Cheong · Kanika Verma · Kartina Nadyani · Nureesun Mahamud · Pornpimol Mahamad · Tewin Tencomnao · Anchalee Prasansuklab · James Michael Brimson
Institutions
Chulalongkorn University
77IMPACT SIGNAL
Clinical Medicine

Investigation of Cytokine Profiles, the Expression of Genes Involved in Somatic Hypermutation and Peripheral Tolerance, and Their Correlation with Autoantibody Levels in Northern-Thai Immunodeficient Patients Carrying Anti-Interferon-γ Autoantibodies

International Journal of Molecular Sciences

Thailand-affiliated authors
Kritsadee Rattanathammethee · Kriangkrai Chawansuntati · Nongkran Lumjuan · Nattaya Nusartsang · Romanee Chaiwarith · Jutarat Praparattanapan · Khuanchai Supparatpinyo · Jiraprapa Wipasa
Institutions
Chiang Mai University
77IMPACT SIGNAL
Clinical Medicine

Real-world evidence on off-label underdosing of direct oral anticoagulants in Asian patients with atrial fibrillation: prescribing patterns, determinants, and outcomes

Future Science OA

Thailand-affiliated authors
Supisara Pholprasittito · Supharat Wattanasombat · Natrawee Bureekam
Institutions
Lampang Hospital · ChiangRai Prachanukroh Hospital
77IMPACT SIGNAL
Clinical Medicine

Elevated lipoprotein(a), trimethylamine n-oxide, and gut dysbiosis are associated with subclinical coronary atherosclerosis independent of metabolic dysfunction-associated steatotic liver disease

Scientific Reports

Thailand-affiliated authors
Pairoj Chattranukulchai · Monravee Tumkosit · Pattida Kongsomboonchoke · Pinidphon Prombutara · Anchalee Avihingsanon · Isawan Petchlorlian · Kearkiat Praditpornsilpa · Pisit Tangkijvanich
Institutions
Chulalongkorn University · King Chulalongkorn Memorial Hospital · Thai Red Cross Society · HIV Netherlands Australia Thailand Research Collaboration
77IMPACT SIGNAL
Clinical Medicine

Potent Cross-SerotypeDengue Neutralization with LowADE by AG-Strand-Targeting Anti-EDIII Antibodies

ACS Omega

Thailand-affiliated authors
Napon Nilchan · Anunyaporn Phungsom · Mongkhonphan Tantiwatcharakunthon · Prasit Luangaram · Pattarakul Pakchotanon · Thaneeya Duangchinda · Romchat Kraivong · Tanapan Prommool · Chatchawan Srisawat · Chunya Puttikhunt
Institutions
National Science and Technology Development Agency · Mahidol University
77IMPACT SIGNAL
Clinical Medicine

Unexpected diversity of flower-associated Aureobasidium reveals sixteen novel species from northern Thailand

IMA Fungus

Thailand-affiliated authors
Chanokned Senwanna · Pratthana Kodchasee · Chirayut Kathongthung · Milan C. Samarakoon · Pannida Khunnamwong · Jaturong Kumla · Nakarin Suwannarach
Institutions
Chiang Mai University · Kasetsart University
77IMPACT SIGNAL
Clinical Medicine

Becker Muscular Dystrophy with Exon 27-43 Deletion: Clinical andGenetic Insights in a Pediatric Case: A Case Report

Medical Journal of Armed Police Force Nepal

Thailand-affiliated authors
Sri Ram K. C. · Bharat Chand · Drishti Poudel · Prakash Man Shah · Rajani Karki
Institutions
Police General Hospital
77IMPACT SIGNAL
Clinical Medicine

Intelligent Diagnosis of Periapical Pathologies in Dental Radiographs Using an Optimized Triple-Ensemble Deep Learning Framework with Real-World Clinical Validation

Intelligent Systems with Applications

Thailand-affiliated authors
Rapeepan Pitakaso · Kittipit Klanliang · Peerawat Luesak · Sarayut Gonwirat · Chutchai Kaewta · Prem Enkvetchakul · Chawis Boonmee
Institutions
Ubon Ratchathani University · Chiang Mai University · Rajamangala University of Technology Lanna · Kalasin University · Ubon Ratchathani Rajabhat University · Buriram Rajabhat University
77IMPACT SIGNAL
Clinical Medicine

Vitamin D and adverse pathologic features in patients undergoing radical prostatectomy in the contemporary magnetic resonance imaging‐guided management era

BJUI Compass

Thailand-affiliated authors
Sarita Chitjaroen · Kantima Jongjitaree · Varat Woranisarakul · Siros Jitpraphai · Tawatchai Taweemonkongsap · Sunai Leewansangtong · Sittiporn Srinualnad · Thitipat Hansomwong
Institutions
Siriraj Hospital
77IMPACT SIGNAL
Clinical Medicine

Can NEWS predict hospital mortality in patients who left the medical ICU? A retrospective cohort study in resource-limited setting

Annals of critical care

Thailand-affiliated authors
Seksan Chaisuksant · Watchara Boonsawat · Sittichai Khamsai · Kittisak Sawanyawisuth
Institutions
Khon Kaen University
77IMPACT SIGNAL
Clinical Medicine

Acute erythroid leukaemia transformation in polycythaemia vera with leukemic involvement in liver and ascites

BMJ Case Reports

Thailand-affiliated authors
Allison Kaye Lombridas Pagarigan · Natcha Sumpansirikul · Ekapun Karoopongse · Sanya Sukpanichnant
Institutions
Siriraj Hospital · Mahidol University
77IMPACT SIGNAL
Clinical Medicine

SUSTAINED CLINICAL REMISSION AND LONG-TERM SAFETY OF MOLNUPIRAVIR AS FIRST-LINE THERAPY FOR EFFUSIVE FELINE INFECTIOUS PERITONITIS: A 40-WEEK RETROSPECTIVE STUDY

Veterinary and Animal Science

Thailand-affiliated authors
Thiti Surakitkoson · Phuttipan Channgam · Walasinee Sakcamduang · Jeerawat Soonthornsit · Rungrote Osathanon
Institutions
Mahidol University
77IMPACT SIGNAL
Clinical Medicine

Complete mitochondrial genome characterization of the haemosporidian parasite Nycteria heischi in bats Megaderma spasma in Thailand

Current Research in Parasitology and Vector-Borne Diseases

Thailand-affiliated authors
Pattaranatcha Charnwichai · Juthathip Poofery · Dimas Novianto · Siwaporn Tuangpermsub · Thongchai Ngamprasertwong · Morakot Kaewthamasorn
Institutions
Chulalongkorn 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