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
78IMPACT SIGNAL
Clinical Medicine
Oral vaccine delivery systems: Gastrointestinal barriers, gut microbiota, and emerging engineering strategies
Cell Reports
Thailand-affiliated authors
Nonthaneth Nalinratana · Pornchai Rojsitthisak
Institutions
Chulalongkorn University
78IMPACT SIGNAL
Environmental Engineering
Bacterial Degradation of Persistent Organic Pollutants: From Molecular Mechanisms to Synthetic Biology
Environmental Microbiology
Thailand-affiliated authors
Lưu Tăng Phúc Khang · Kritsada Phetduang · Phatthanaphong Therdtatha · Nguyen Vu Linh
Institutions
Chiang Mai University
78IMPACT SIGNAL
Fundamental Science
Measurement of isolated-prompt photon–hadron correlations in Pb–Pb collisions at $$\sqrt{{s}_{{\textrm{NN}}}} = 5.02$$ TeV
The European Physical Journal C
Thailand-affiliated authors
A. R. Alfarasyi
Institutions
Suranaree University of Technology
78IMPACT SIGNAL
Environmental Engineering
Multi-Horizon Probabilistic Forecasting of Rain-Induced Signal Degradation for Weather-Aware Radio Telescope Operations in a Tropical Climate
King Mongkut's Institute of Technology Ladkrabang · Phranakhon Si Ayutthaya Rajabhat University
78IMPACT SIGNAL
Clinical Medicine
Determinants of preterm pre‐eclampsia following low‐dose aspirin prophylaxis: evidence from stepped‐wedge cluster randomized trial in Asia
Ultrasound in Obstetrics and Gynecology
Thailand-affiliated authors
Tuangsit Wataganara · Suchaya Luewan · N. Chaiyasit · T. Nanthakomon
Institutions
Siriraj Hospital · Mahidol University · Chiang Mai University · King Chulalongkorn Memorial Hospital · Thammasat University
78IMPACT SIGNAL
Clinical Medicine
Prunus domestica L. Fruit Extract Mitigates the Depletion of Rat Hippocampal Neurogenesis and Memory Deficits Observed in a D-Galactose-Induced Aging Rat Model
Khon Kaen University · Navamindradhiraj University · Vajira Hospital · Mae Fah Luang University
78IMPACT SIGNAL
Multidisciplinary
Accessibility and investment returns: evidence of yield compression in transit-oriented condominium markets in Bangkok, Thailand
International Journal of Housing Markets and Analysis
Thailand-affiliated authors
Chunyarat Nititerapad · Terdpong Boonpan
Institutions
Thammasat University
78IMPACT SIGNAL
Multidisciplinary
Learner satisfaction and perceived instructional effectiveness of non-native English-speaking teachers in Thai university efl classrooms
Learning Research and Practice
Thailand-affiliated authors
Budi Waluyo · Henry E. Lemana
Institutions
Walailak University
78IMPACT SIGNAL
Clinical Medicine
Species Diversity, Antimicrobial Susceptibility, and Provisional Epidemiological Cut‐Off Values of Vibrio spp. Isolated From Pacific White Shrimp ( Litopenaeus vannamei ) Farms in Southern Thailand
Siriraj Hospital · Mahidol University · Bumrungrad International Hospital
78IMPACT SIGNAL
Clinical Medicine
Immunological profiles of natural killer cells and their subpopulations in overweight and obesity class‑I individuals stratified by two‑dimensional categories of lipid profiles and body mass index
Clinical Outcomes and Prognostic Factors Following Routine CT-Based Image-Guided Adaptive Brachytherapy for Cervical Cancer: A Retrospective Cohort Study
Chiang Mai University · Nakhon Phanom University · Lampang Hospital
78IMPACT SIGNAL
Clinical Medicine
Transcriptomic and Proteomic Insights into Mucosal Immune Responses of Asian Seabass (Lates calcarifer) After Sequential Mucosal Vaccination Against Bacterial Pathogens