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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
73IMPACT SIGNAL
Global Public Health

Bacteriophage amplification-assisted lateral flow biosensor for rapid viability-targeted screening of Salmonella in chicken meat

Biosensors and Bioelectronics

Thailand-affiliated authors
Siwaporn Prachoochote · Sujintana Janesomboon · Pisinee Aiumurai · Preeda Phothaworn · Patoo Withatanung · Panvipa Luangtongkum · Veerachat Muangsombut · Sunee Korbsrisate
Institutions
Siriraj Hospital · Mahidol University · Walailak University · PTT Public Company Limited (Thailand)
73IMPACT SIGNAL
Digital Health

From Pixels to Chemical Knowledge: Interpreting Ion Mobility-Enabled Multidimensional Mass Spectrometry Imaging

ACS Measurement Science Au

Thailand-affiliated authors
Kittisak Taoma · Pattipong Wisanpitayakorn · Kwanjeera Wanichthanarak · Sakda Khoomrung
Institutions
Siriraj Hospital · Mahidol University
73IMPACT SIGNAL
Engineering

Three-Way Wideband Power Divider in X-Band Frequency

Journal of Low Power Electronics and Applications

Thailand-affiliated authors
Papavarin Wathoy · Chatrpol Pakasiri
Institutions
King Mongkut's Institute of Technology Ladkrabang
73IMPACT SIGNAL
Digital Health

ChemAIFlow: a scalable and interpretable applied-AI framework for high-dimensional data analytics in health informatics

Applied Computing and Informatics

Thailand-affiliated authors
Chairote Yaiprasert · Natthanan Na Prasit
Institutions
Walailak University
73IMPACT SIGNAL
Multidisciplinary

Macroevolutionary patterns of chromosomal rearrangements in Siluriformes

Journal of Evolutionary Biology

Thailand-affiliated authors
Karnjanapond Sornchai · Thotsapol Chaianunporn · Thitipong Punthum · Ekaphan Kraichak · Narongrit Muangmai · Prateep Duengkae · Yoichi Matsuda · Worapong Singchat · Kornsorn Srikulnath
Institutions
Kasetsart University · Khon Kaen University
73IMPACT SIGNAL
Clinical Medicine

Basic activities of daily living ability in Chinese hospitalized elderly patients with heart failure: a cross-sectional study

BMC Cardiovascular Disorders

Thailand-affiliated authors
Rulan Yin
Institutions
Chiang Mai University
73IMPACT SIGNAL
Digital Health

Long-tailed acoustic-emission-based structural condition recognition in marine steel structures via cross-state residual injection

Ocean Engineering

Thailand-affiliated authors
Magd M. Abdel Wahab
Institutions
Chulalongkorn University
73IMPACT SIGNAL
Clinical Medicine

Mathematical Modeling and Optimal Control of Dengue Fever Using Fractional Dynamics with Exposure and Hospitalization Effects

International Journal of Analysis and Applications

Thailand-affiliated authors
Siriluk Donganont
Institutions
University of Phayao
73IMPACT SIGNAL
Clinical Medicine

Clinical Physiologist: Peripheral Venous Hypercapnia and Hyperlactatemia -When Local Blood Does Not Tell the Systemic Story

Annals of the American Thoracic Society

Thailand-affiliated authors
Daych Chongnarungsin · Chok Limsuwat
Institutions
Bumrungrad International Hospital
73IMPACT SIGNAL
Energy and Materials

Universal performance improvements in CuSCN-based devices enabled by CuBr2 doping: Transistors, solar cells, and photodetectors

Materials Science and Engineering R Reports

Thailand-affiliated authors
Patipan Sukpoonprom · Pinit Kidkhunthod · Chitsanucha Chattakoonpaisarn · Somlak Ittisanronnachai · Taweesak Sudyoadsuk · Vinich Promarak · Pichaya Pattanasattayavong
Institutions
Vidyasirimedhi Institute of Science and Technology · Synchrotron Light Research Institute
73IMPACT SIGNAL
Energy and Materials

Mixture design guided optimization of activated carbon/TiO2/Bi2WO6 composite powders and composite-coated papers for visible-light-driven methylene blue degradation

Chemical Engineering Journal Advances

Thailand-affiliated authors
Jattuporn Loedbunrueankun · Kuntinee Suvarnakich · Ubonrat Siripatrawan · Intatch Hongrattanavichit · Pichayada Katemake
Institutions
Chulalongkorn University
73IMPACT SIGNAL
Multidisciplinary

Development of mycelium-based green composites from lignocellulosic wastes for eco-friendly decorative and design applications

Bioresource Technology Reports

Thailand-affiliated authors
Worawoot Aiduang · Wandee Thamjaree · Praween Jinanukul · Saisamorn Lumyong
Institutions
Chiang Mai University
73IMPACT SIGNAL
Digital Health

Solar-driven activated carbon/g-C3N4/Fe2WO6 nanocomposites for efficient dye degradation with machine learning-guided optimization and ecotoxicological assessment

Journal of Water Process Engineering

Thailand-affiliated authors
Arumugam Priyadharsan · Thangavel Pradeep · Krishnan Raguvaran · Paramasivam Shanmugam · Rajendran Ranjith · Thammasak Rojviroon · Supakorn Boonyuen
Institutions
Thammasat University · Chulalongkorn University · Rajamangala University of Technology
73IMPACT SIGNAL
Clinical Medicine

Fetal Anemia and Hemodynamic Adaptation in Hemoglobin H Disease: A Longitudinal Prospective Study

Blood

Thailand-affiliated authors
Theera Tongsong · Suchaya Luewan · Pimlak Charoenkwan · Chanane Wanapirak · Supatra Sirichotiyakul · Pakorn Chaksuwat · Rajavadi Tanvisut · Wisit Chankhunaphas · Phenphan Santanapipatkul · Panwad Harn‐a‐morn · Nitchanut Chaipongpun · Krittaya Phirom · Srimeunwai Ake‐sittipaisarn · Panisa Hantrakun · Rapeepat Auekitrungrueng
Institutions
Chiang Mai University
73IMPACT SIGNAL
Multidisciplinary

Anti-MRSA Activity and Molecular Dynamics Simulations of a Novel Peptide from Hevea brasiliensis Latex Protein Waste Hydrolysates

Life

Thailand-affiliated authors
Namfa Sermkaew · Apichart Atipairin · Sucheewin Krobthong · Chanat Aonbangkhen · Yodying Yingchutrakul · Nuttapon Songnaka
Institutions
Walailak University · Chulalongkorn University · Petromat · National Science and Technology Development Agency · National Center for Genetic Engineering and Biotechnology
73IMPACT SIGNAL
Clinical Medicine

Prevalence and risk of colorectal adenomas and colorectal cancer among Thai population aged under 50 years

Scientific Reports

Thailand-affiliated authors
Natrada Kotchanan · Chayanis Kositamongkol · Chonticha Auesomwang
Institutions
Siriraj Hospital · Mahidol University
73IMPACT SIGNAL
Clinical Medicine

Comparative effects of walking meditation and massage on foot peripheral blood flow in persons with type-2 diabetic peripheral neuropathy: A randomized controlled trial

Journal of Bodywork and Movement Therapies

Thailand-affiliated authors
Pichaya Sukphaibool · Witid Mitranun · Saitida Lapanantasin
Institutions
Srinakharinwirot University
73IMPACT SIGNAL
Clinical Medicine

Iron–quercetin-incorporated PCL/PEO nanofibrous scaffolds for ADSC secretome modulation and in vitro regenerative responses

Biomaterials Advances

Thailand-affiliated authors
Donraporn Daranarong · Jiraporn Kantapan · Thannaphat Jenvoraphot · Phattarawadee Innuan · Sittiruk Roytrakul · Winita Punyodom · Nathupakorn Dechsupa
Institutions
Chiang Mai University · National Science and Technology Development Agency · National Center for Genetic Engineering and Biotechnology
73IMPACT SIGNAL
Environmental Engineering

A Physics-Informed, Energy-Autonomous LoRaWAN Framework for the Early Warning of Landslides

Emerging Science Journal

Thailand-affiliated authors
Ushaloy Chakma · Ajalawit Yodchai Chantaveerod · Korakot Suwannarat · Md Eshrat E. Alahi
Institutions
Walailak University
73IMPACT SIGNAL
Global Public Health

Extreme Rainfall Modeling Using the Generalized Extreme Value Distribution for r-Largest Order Statistics

Emerging Science Journal

Thailand-affiliated authors
Pannarat Guayjarernpanishk · Butsakorn Kong-ied · Nipaporn Chutiman
Institutions
Khon Kaen University · Mahasarakham University
73IMPACT SIGNAL
Clinical Medicine

Effects of Estriol‐Lactobacilli Combination Versus Polycarbophil‐Based Vaginal Moisturizer on Post‐Radiation Vaginitis in Women With Cervical Cancer: A Randomized Controlled Trial

Journal of obstetrics and gynaecology research

Thailand-affiliated authors
Natcha Koohachaiskun · Thiti Atjimakul · Krantarat Peeyananjarassri · Satit Klangsin · Kanet Kanjanapradit
Institutions
Prince of Songkla University
73IMPACT SIGNAL
Fundamental Science

Diurnal photosynthesis responses between drought avoidant and susceptible sugarcane genotypes during early water withholding period (part I)

Industrial Crops and Products

Thailand-affiliated authors
Jidapa Khonghintaisong · Patcharin Songsri · Poramate Banterng · Nakorn Jongrungklang
Institutions
Khon Kaen University
73IMPACT SIGNAL
Environmental Engineering

Freeze–thaw durable recycled aggregate concrete with basalt fiber–calcium carbonate whisker hybrid reinforcement for cold-region built environment applications

Developments in the Built Environment

Thailand-affiliated authors
Kai Li · Kamtornkiat Musiket · Boonchai Phungpaingam · Supasit Pongsivasathit
Institutions
Rajamangala University of Technology
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