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
73IMPACT SIGNAL
Global Public Health
A New Record of Auricularia heimuer in Thailand: Optimal Conditions for Mycelial Growth, Inoculum Production, Cultivation Performance and a Favorable Nutritional Profile
Orientation-Dependent Daylight–Sunlight Trade-Offs in a Tropical Single-Aspect Studio Apartment: Effects of Window Configuration and Visible-Light Transmittance
Buildings
Thailand-affiliated authors
Nitchapha Naphatthakan · Narisa Noithapthim
Institutions
Walailak University
73IMPACT SIGNAL
Clinical Medicine
Long‐Term Outcomes of AV Node Ablation Plus CRT Compared to AF Catheter Ablation in Patients With AF and HFrEF
Pacing and Clinical Electrophysiology
Thailand-affiliated authors
Natee Deepan
Institutions
Chulalongkorn University
73IMPACT SIGNAL
Environmental Engineering
Rainwater Harvesting for Urban Flood Risk Assessment: A BIM ‐ GIS Integrated Approach
Transactions in GIS
Thailand-affiliated authors
Ahsen Maqsoom · Lapyote Prasittisopin
Institutions
Chulalongkorn University
73IMPACT SIGNAL
Multidisciplinary
Opegaster plateen n. sp. (Digenea: Opecoelidae) from the giant mudskipper Periophthalmus schlosseri (Pallas, 1770) (Perciformes: Gobiidae) from Thailand
Chiang Mai University · Maejo University · Suranaree University of Technology · Mae Fah Luang University
73IMPACT SIGNAL
Global Public Health
Factors Associated with Malnutrition Among Bedridden Older Adults in Nakhon Si Thammarat, Thailand: A Secondary Cross-Sectional Analysis
Medical Sciences
Thailand-affiliated authors
Sopida Thipsawat · Rachadaporn Jantasuwan
Institutions
Walailak University
73IMPACT SIGNAL
Engineering
Transcriptomics‐Driven Identification and Engineering of a Novel Lactone Esterase ( Sr LE) for Efficient Sophorolipid Lactonization in the Yeast Starmerella riodocensis
Biotechnology and Bioengineering
Thailand-affiliated authors
Sirawich Sapsirisuk · Nitnipa Soontorngun
Institutions
King Mongkut's University of Technology Thonburi
73IMPACT SIGNAL
Clinical Medicine
Comprehensive Identification and Description of Mitochondrial DNA Haplogroups and Sub-Haplogroups in Snow Sheep (Ovis nivicola) in Support of Their Evolutionary History and Conservation
Animals
Thailand-affiliated authors
Michael N Romanov · Darren Karl Griffin
Institutions
Kasetsart University
73IMPACT SIGNAL
Multidisciplinary
Psychobiotic food systems: fermentation-derived microbes and metabolites modulating the microbiota–gut–brain axis
npj Science of Food
Thailand-affiliated authors
Muhammad Waqar
Institutions
Walailak University
73IMPACT SIGNAL
Clinical Medicine
Rapid and sensitive LC–MS/MS assay for sulfadoxine and pyrimethamine quantification in dried blood spots
Malaria Journal
Thailand-affiliated authors
Daniel Blessborn · Natpapat Kaewkhao · Joel Tärning
Institutions
Mahidol Oxford Tropical Medicine Research Unit
73IMPACT SIGNAL
Environmental Engineering
Bio-Composite Progress (Part A): Advances in Mycelium-Based Composites as Sustainable Alternatives to Plastic and Foam Packaging
Kasetsart University · National Center for Genetic Engineering and Biotechnology
73IMPACT SIGNAL
Clinical Medicine
Inter‐rater reliability of frozen donor liver macrovesicular steatosis assessment applying the Banff consensus method: a real‐world, multi‐specialty validation study
Histopathology
Thailand-affiliated authors
Jarukit Tantipisit
Institutions
Prince of Songkla University
73IMPACT SIGNAL
Clinical Medicine
Treatment outcomes and survival in advanced gastroenteropancreatic neuroendocrine carcinoma
Academia oncology.
Thailand-affiliated authors
Siraphong Putraveephong
Institutions
Khon Kaen University
73IMPACT SIGNAL
Environmental Engineering
Panduratin A and Pinostrobin Mitigate Aminated Polystyrene Microplastic-Induced Renal Injury: Evidence from In Vitro and In Vivo Studies
Princess of Naradhiwas University · Mahidol University
73IMPACT SIGNAL
Clinical Medicine
Fatal Disseminated Melioidosis Following Flood Exposure in a Patient without Overt Diabetes Mellitus or Chronic Kidney Disease: A Case Report from Southern Thailand