Two-Stage Model Classifies 46 Produce and Vegetable-Dish Categories at 92.43% Top-1 Accuracy, but Lacks On-Device Validation
The study developed a two-stage ThaiSook pipeline: a binary model first rejects non-produce images, after which a multiclass model identifies 43 fruit and vegetable types and three vegetable-heavy dishes. The 40,595-image dataset contained 11,210 labelled and 29,385 unlabelled user images. With label smoothing and temperature scaling, the pipeline reached 92.43% top-1, 94.56% top-3, and 94.91% top-5 accuracy; Noisy Student raised top-1 accuracy to 92.59%. However, results rely on one train–test split, without real on-device testing or evidence that classification improves dietary measurement or health outcomes.
Decho Surangsrirat · Panyawut Sri-iesaranusorn · Polathep VichitkunakornNational Science and Technology Development Agency (NSTDA) · Prince of Songkla University
A Thai team converted cassava peel into fluorescent carbon dots through nine-minute microwave-assisted pyrolysis and incorporated them into a small-particle reagent for latent prints on glass. The dots produced blue fluorescence with 31% quantum yield and low UV background.
Thai researchersChanathip Amonthamsatid and colleagues
A Burapha University team developed citric-acid-crosslinked CMC and soybean-extract films with 10 wt% rambutan-peel extract. All fortified films reached UPF 141.5, blocked 99.3% total UV, retained 70-85% visible transparency, and better protected vitamin C over seven UV-exposure days.
Chulalongkorn and Thammasat-affiliated researchers develop a theoretical cylindrical microshell with piezoelectric faces, a graphene-reinforced TPMS core, and internal flow. Closed-form response curves map energy trends, but no physical prototype or experiment is reported.
Khon Kaen University-affiliated researchers propose a multi-objective, multi-constraint bi-layer allocation framework for grid-forming storage. The topic is important for renewable-rich grids, but no abstract was exposed and Crossref lists November 2026, conflicting with the discovery date; numerical claims are therefore withheld.
Thai researchersKanchana Sethanan; Ming K. Lim; Ming-Lang Tseng
An eight-year microsimulation compared 6-8.5 mm implants without guided bone regeneration with >10 mm implants plus vertical regeneration for posterior atrophic mandibles. In the Chilean private-payer model, short implants cost less and produced slightly more implant-years, but this is modeled economic evidence rather than a new clinical trial.
An integrative review of Thai Pristaulacus wasps combined morphology, DNA barcoding, and phylogenetic analysis. It recognizes 17 Thai species, describes P. chiangmaiensis as new to science, records P. vilhelmseni in Thailand for the first time, and supplies an identification key and distribution map.
Thai researchersBuntika A. Butcher and Chulalongkorn University-affiliated researchers
A Chulalongkorn-affiliated team combined a redox-active deep-eutectic gel electrolyte with CNTs coated in ZIF-8-derived porous carbon, targeting ion transport, accessible surface area, and low-temperature operation. The laboratory device reported strong areal performance and retention.
Thai researchersJeng-Yu Lin and Chulalongkorn University-affiliated contributors
A Thai team from Thammasat and Kalasin universities studies temperature-controlled condensation after plastic-waste pyrolysis to target gasoline-range products. ACS and Crossref exposed no abstract, so feedstock, temperatures, yield, and fuel-quality claims are withheld.
A Chiang Mai University-linked team converted invasive Salvinia cucullata into biochar and tested it on stevia across water-holding conditions. Biochar did not consistently increase biomass, but it was associated with altered shoot architecture, selected antioxidant traits, and expression of genes involved in steviol-glycoside biosynthesis.
Thai researchersPiyachat Sunanta; Pasin Norkum ai; Patipon Teerakitchotikan; Tibet Tangpao; Sarana Rose Sommano
A retrospective cohort of PCI-treated STEMI patients with Killip class III-IV reported 18.8% in-hospital mortality. Low hemoglobin, low mean arterial pressure, use of more than two vasopressors, and multivessel PCI were associated with higher mortality.
Thai researchersChorchana Wichian; Thotsaporn Morasert; Surat Tongyoo; Arunsri Rattanaprom
A Mahasarakham University-linked study shows that PLLA and PDLA molecular-weight pairing controls stereocomplex crystallization, improving heat resistance but potentially causing brittleness. Experiments and finite-element analysis map a design space rather than optimizing a single property.
INTRODUCTION: Chronic gastroduodenal disorders remain challenging to manage, and new diagnostic approaches are needed to better delineate underlying causes and guide therapeutic decisions. Body Surface Gastric Mapping (BSGM) technologies combine high-resolution gastric myoelectrical activity measurements with symptom and psychological profiling to provide mechanistic insights into gastric motor and sensory dysfunction. An International Working Group convened to derive the first consensus classification of BSGM phenotypes (the "Auckland Classification"). METHODS: A Technical Group conducted a systematic literature and clinical database review to identify objective test biomarkers and candidate disease mechanisms. Evidence was synthesized across 50 studies (primarily in gastroparesis, chronic nausea and vomiting, and functional dyspepsia), and BSGM phenotypes were mapped to existing treatment guidelines. Subsequently, iterative review and development of consensus was performed by a Consensus Group composed of international clinical experts familiar with BSGM. Eleven statements underlying the classification were then derived and circulated as a final survey to establish agreement. RESULTS: Six BSGM phenotypes were endorsed: three defined by myoelectrical abnormalities (Dysrhythmic, High Frequency, and Low Meal Response) and three by characteristic symptom associations (Sensorimotor, Continuous, and Delayed Onset Symptoms). Published studies plausibly linked these phenotypes to mechanisms including interstitial cell of Cajal depletion, vagal impairment, hypomotility, visceral hypersensitivity, gut-brain dysregulation, and small bowel dysfunction. Phenotypes were also mapped to existing mechanism-based treatment guidelines. Ten out of the eleven statements had > 80%…
Thai researchers
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
80IMPACT SIGNAL
Multidisciplinary
The Role of Alcohol-Related Media Exposure on Rural Thai Adolescents’ Drinking Intention: A Structural Equation Modeling Approach
Western Journal of Nursing Research
Thailand-affiliated authors
Eakachai Kantawong
Institutions
Boromarajonani College of Nursing
80IMPACT SIGNAL
Multidisciplinary
From Digital Transformation to Circular Manufacturing: How Digital Organizational Capabilities Foster Green Innovation Under Regulatory Intervention
Corporate Social Responsibility and Environmental Management
Thailand-affiliated authors
Yihan Ke
Institutions
Mahasarakham University
80IMPACT SIGNAL
Clinical Medicine
Adjuvant alectinib versus platinum-based chemotherapy in patients from Asia with completely resected ALK-positive non-small cell lung cancer (NSCLC): an exploratory subgroup analysis of ALINA including pharmacokinetics and safety in Japanese patients
International Journal of Lung Cancer
Thailand-affiliated authors
Krittiya Korphaisarn
Institutions
Siriraj Hospital
80IMPACT SIGNAL
Multidisciplinary
Pastors, people, and power strand: congregational studies symposium
Practical Theology
Thailand-affiliated authors
David Brubaker
Institutions
Ministry of Agriculture and Cooperatives
80IMPACT SIGNAL
Multidisciplinary
Hair Loss Treatment Recommendations on Social Media: A Comparative Analysis Against Evidence‐Based Guidelines
International Journal of Dermatology
Thailand-affiliated authors
Narachai Julanon
Institutions
Khon Kaen University
80IMPACT SIGNAL
Multidisciplinary
Big Data Analytics Capabilities and Supply-chain Decision Agility in Multinational Enterprises: The Moderating Role of Managerial AI Literacy
Science Technology and Society
Thailand-affiliated authors
Chutima Ruanguttamanun
Institutions
Mahasarakham University
80IMPACT SIGNAL
Multidisciplinary
Diaphragm-sparing nerve blocks for shoulder surgery: essentials of our current understanding
Regional Anesthesia & Pain Medicine
Thailand-affiliated authors
Samita Pirotesak
Institutions
Siriraj Hospital
80IMPACT SIGNAL
Clinical Medicine
Home is where the host is: evolutionary history of geographic spread, host switching and adaptive genomic signatures in two generalist group B Streptococcus clonal group
Microbial Genomics
Thailand-affiliated authors
Wanna Sirimanapong
Institutions
Mahidol University
80IMPACT SIGNAL
Clinical Medicine
Heterogeneous effects of tropical cyclones on diarrheal diseases across multiple Asian regions by cyclone definitions
npj natural hazards.
Thailand-affiliated authors
Kraichat Tantrakarnapa
Institutions
Mahidol University · Mahidol Oxford Tropical Medicine Research Unit
80IMPACT SIGNAL
Clinical Medicine
Mitochondrial metabolism determines chemotherapy sensitivity in colorectal cancer
Nature Metabolism
Thailand-affiliated authors
Christopher Elliott
Institutions
Thammasat University
80IMPACT SIGNAL
Multidisciplinary
Findability and quality of Thai collections: Thai studies scholars’ perceptions
IFLA Journal
Thailand-affiliated authors
Songphan Choemprayong
Institutions
Chulalongkorn University
80IMPACT SIGNAL
Clinical Medicine
Breaking barriers and fighting inequality in Parkinson's disease care: Personal reflections of movement disorders clinicians
Journal of Parkinson s Disease
Thailand-affiliated authors
Priya Jagota
Institutions
Thai Red Cross Society
80IMPACT SIGNAL
Multidisciplinary
EDUCATION AND PERSONALITY DEVELOPMENT IN ANCIENT ROME
Elmi əsərlər.
Thailand-affiliated authors
Aysel Qədimova
Institutions
Institute of Dermatology
80IMPACT SIGNAL
Multidisciplinary
Mindfulness Boosts Specific Cognition via Self‐Control and Cognitive Emotion Regulation in Chinese Left‐Behind Children
Family Relations
Thailand-affiliated authors
Xianhua Liu
Institutions
Krirk University
80IMPACT SIGNAL
Multidisciplinary
From crisis to resilient coexistence: adaptive global competence of Asian universities
Asian Education and Development Studies
Thailand-affiliated authors
Jintao Liu
Institutions
Stamford International University
80IMPACT SIGNAL
Multidisciplinary
Policy uncertainty and public sentiment in the digital era: evidence from Thailand’s Digital Wallet policy
Journal of Asian Public Policy
Thailand-affiliated authors
Krisada Prachumrasee
Institutions
Khon Kaen University
80IMPACT SIGNAL
Multidisciplinary
Leading Learning Amidst Conflict: A Qualitative Study of Leaders of Training and Education Organizations in Post-Coup Myanmar
New Horizons in Adult Education and Human Resource Development
Thailand-affiliated authors
Oliver S. Crocco
Institutions
Chulalongkorn University
80IMPACT SIGNAL
Multidisciplinary
‘Not fully out, not fully hidden’: emotional labor and affective strategies of queer teachers in Vietnamese schools
Gender and Education
Thailand-affiliated authors
Do Thi Thuy Dung
Institutions
Chiang Mai University
79IMPACT SIGNAL
Multidisciplinary
Beyond Flooded Homes: Household Financial Resilience, Healthcare Access, and Economic Recovery After Disasters—Lessons from the 2025 Hat Yai Flood