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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
76IMPACT SIGNAL
Clinical Medicine

Modulating Oxidative Stress and Inflammatory Responses of Aloe vera–Silk Fibroin–Chitosan Gel Formulation in Macrophages and Diabetic Fibroblasts Under Chronic Inflammatory-like Conditions

Gels

Thailand-affiliated authors
Phassorn Khumfu · Sukunya Ross · Gareth M. Ross · Jarupa Viyoch
Institutions
Naresuan University
76IMPACT SIGNAL
Clinical Medicine

Development and validation of a Ramathibodi Poison Center scoring system to predict follow-up necessity in hospitalized patients: a retrospective study

Clinical Toxicology

Thailand-affiliated authors
Kitisak Sanprasert · Satariya Trakulsrichai · Phantakan Tansuwannarat · Panee Rittilert · Achara Tongpoo
Institutions
Ramathibodi Hospital · Mahidol University
76IMPACT SIGNAL
Clinical Medicine

The Vinyl Adhesive Tape Technique With Methylene Blue for Diagnosis of Superficial Fungal Skin Infections

The Journal of Dermatology

Thailand-affiliated authors
Thanaphon Anutraungkool · Charoen Choonhakarn · Suteeraporn Chaowattanapanit · Rachot Wongjirattikarn · Narachai Julanon
Institutions
Khon Kaen University
76IMPACT SIGNAL
Multidisciplinary

A Reliability- and Energy-Aware Decision-Support Framework for Production–Maintenance Scheduling in Parallel CNC Machining Systems

Journal of Manufacturing and Materials Processing

Thailand-affiliated authors
Zhaoyi Zhang · Chumpol Yuangyai · Nagoor Basha Shaik · Ranon Jientrakul
Institutions
King Mongkut's Institute of Technology Ladkrabang
76IMPACT SIGNAL
Engineering

Continuous Geometry, Continuous Flow, Continuous Compression: A Numerical Component-Interaction Assessment for Fractional 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
Clinical Medicine

Predictive performance of the Modified Frailty Index and ASA-PS classification for 30-day mortality after esophagectomy in patients with esophageal cancer

Frontiers in Oncology

Thailand-affiliated authors
Wongsakorn Chaochankit · Somkiat Sunpaweravong · Chutida Sungworawongpana
Institutions
Prince of Songkla University
76IMPACT SIGNAL
Environmental Engineering

Innovative sustainable engineering assessment of sugarcane leaf-derived activated carbon for lead removal from textile wastewater

International Journal of Sustainable Engineering

Thailand-affiliated authors
Nurul Aslikhah · Weetara Boontham · Manida Suksawat · Phaninee Naruetharadhol
Institutions
Khon Kaen University
76IMPACT SIGNAL
Clinical Medicine

Targeting the Adipose-Brain Axis: Adipokines as Key Modulators of Cognitive Dysfunction

Current Neuropharmacology

Thailand-affiliated authors
Phonphimon Ruankham · Kitti Thiankhaw · Nipon Chattipakorn · Siriporn C. Chattipakorn
Institutions
Chiang Mai University · The Royal College Of Anesthesiologists Of Thailand
76IMPACT SIGNAL
Clinical Medicine

Bullous cutaneous larva migrans: an atypical presentation and review of literature

Parasitology Research

Thailand-affiliated authors
Panita Looareesuwan · Phimphan Pisutsan · Khuanchai Koompapong
Institutions
Mahidol University · Mahidol Oxford Tropical Medicine Research Unit
76IMPACT SIGNAL
Digital Health

Integrated Hydro-Hazard Index (HHI) for Drought-Flood Risk Assessment: A Multi-Temporal Machine Learning Approach

Sustainability

Thailand-affiliated authors
Nutchanat Buasri · Patiwat Littidej · Benjamabhorn Pumhirunroj · Jatuphum Juanchaiyaphum
Institutions
Mahasarakham University · Sakon Nakhon Rajabhat University
76IMPACT SIGNAL
Clinical Medicine

Direct Hospitalisation Costs of End-of-Life Cancer Care: Comparison Between Usual Care and Palliative Care Consultation

Healthcare

Thailand-affiliated authors
Pattamas Ruanpech · Sanhapan Wattanapisit · Apichai Wattanapisit
Institutions
Nakhon Si Thammarat Rajabhat University · Prince of Songkla University
76IMPACT SIGNAL
Clinical Medicine

Clonal diversity underpins distinct modes of recurrence in hepatocellular carcinoma: the PLANet cohort study

Gut

Thailand-affiliated authors
Chairat Bunchaliew
Institutions
National Cancer Institute of Thailand
76IMPACT SIGNAL
Multidisciplinary

Understandings of child and youth participation in the context of Thailand’s policy and programme development through the lens of children, young people and policymakers

Asia Pacific Journal of Social Work and Development

Thailand-affiliated authors
Chanon Komonmarn
Institutions
Thammasat University
76IMPACT SIGNAL
Clinical Medicine

Comparative Effectiveness of Oral Ivermectin, 1% Permethrin Shampoo, and 4% Dimethicone Liquid Gel in Treatment of Pediculosis Capitis among School Children in Chachoengsao Province, Thailand

American Journal of Tropical Medicine and Hygiene

Thailand-affiliated authors
Arisa Vannaratha · Supanut Buakaew · Nitkamol Santiwananont · Thidaporn Srisub · Arthitaya Sutthithum · Sudarat Reugjui · Patanin Julsurang · Hatthakorn Lueang-urai · Wirakarn Liamsakul · Rungtawan Boonsombat · Patanawadee Luenpan · Supasek Thangto · Toon Ruang-areerate · Nuanlaong Kaeothaisong · Detchvijitr Suwanpakdee · Picha Suwannahitatorn
Institutions
Phramongkutklao Hospital
76IMPACT SIGNAL
Clinical Medicine

Does bronchoalveolar lavage lymphocytosis predict prognosis in fibrotic hypersensitivity pneumonitis, and is this relationship influenced by low-dose immunomodulatory therapy at the time of BAL?

Frontiers in Medicine

Thailand-affiliated authors
Punchalee Kaenmuang
Institutions
Prince of Songkla University
76IMPACT SIGNAL
Clinical Medicine

A dynamic pharmacometric framework defining the relationship between ivermectin exposure and mosquito lethality

Scientific Reports

Thailand-affiliated authors
Richard M. Hoglund · Kevin C. Kobylinski · Podjanee Jittamala · Borimas Hanboonkunupakarn · Narenrit Wamaket · Patchara Sriwichai · Siriporn Phasomkusolsil · Nicholas J. White · Nicholas P. J. Day · Joel Tarning
Institutions
Mahidol Oxford Tropical Medicine Research Unit · Mahidol University · Armed Forces Research Institute of Medical Science
76IMPACT SIGNAL
Environmental Engineering

From seafloor litter to living substrate: A first assessment of litter composition and plastic-associated fouling communities in the Gulf of Thailand

Estuarine Coastal and Shelf Science

Thailand-affiliated authors
Suppakarn Jandang · Haruka Nakano · María Belén Alfonso · Nopphawit Phinchan · Udomsak Darumas · Prakrit Noppradit · Voranop Viyakarn · Suchana Chavanich · Atsuhiko Isobe
Institutions
Bangkok University · Chulalongkorn University · Prince of Songkla University
76IMPACT SIGNAL
Clinical Medicine

Development and Preclinical Evaluation of a Novel EpCAM-Targeted 111 In-Labeled Antibody for SPECT Imaging

ACS Omega

Thailand-affiliated authors
Hiroyuki Fujimoto · Hiroyuki Kimura
Institutions
Department of Disease Control
76IMPACT SIGNAL
Multidisciplinary

Digitalization of Tax Administration and Features of the Application of the Patent Taxation System by Individual Entrepreneurs

Juridical world

Thailand-affiliated authors
Olga V. Kudryavtseva
Institutions
Court of Appeal
76IMPACT SIGNAL
Clinical Medicine

Clinical effectiveness of laparoscopic versus open surgery for apparently early-stage endometrial cancer: Application of a treatment effect model

Journal of Gynecologic Oncology

Thailand-affiliated authors
Chuenkamon Charakorn · Sasivimol Rattanasiri · Arb-aroon Lertkhachonsuk · Panida Mathaveechotikul · Ammarin Thakkinstian
Institutions
Mahidol University · Ramathibodi Hospital
75IMPACT SIGNAL
Clinical Medicine

Selective Hg2+ Detection Using an Aza-BODIPY-Derived NIR Fluorescence Sensor: Environmental and Biological Applications

ACS Omega

Thailand-affiliated authors
Nirawit Kaewnok · Jitnapa Sirirak · Natdhera Sanmanee · Anyanee Kamkaew · Krit Setthakarn · Nantanit Wanichacheva
Institutions
Silpakorn University · Suranaree University of Technology
75IMPACT SIGNAL
Clinical Medicine

Synonymous COL7A1 c.6846G>C in Dystrophic Epidermolysis Bullosa: Oral Phenotypic Expansion and Palatal Ultrastructure

International Dental Journal

Thailand-affiliated authors
Piranit Nik Kantaputra · Thareena Bunnag · Anak Iamaroon · Nuttaporn Sengtae · Thippawan Yasanga · Sissades Tongsima · Chumpol Ngamphiw · Chavalit Supsrisunjai
Institutions
Chiang Mai University · Ministry of Public Health · Institute of Dermatology · National Science and Technology Development Agency · Thailand Science Park · National Center for Genetic Engineering and Biotechnology
75IMPACT SIGNAL
Clinical Medicine

Emerging Oxidative, Metabolic, and Inflammatory States Associated with Working in Charcoal-Grill Shops: An Exploratory Study

Life

Thailand-affiliated authors
Chukwuebuka E Ohakpougwu · Wiritphon Khiaolaongam · Kongsak Boonyapranai · Anurak Wongta · Surat Hongsibsong · Sawaeng Kawichai · Hataichanok Chuljerm · Kanokwan Kulprachakarn · Artorn Anuduang · Sakaewan Ounjaijean
Institutions
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