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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
77IMPACT SIGNAL
Clinical Medicine

Clinical Characteristics, Antimicrobial Susceptibility, Treatment, and Outcomes of Achromobacter Bacteremia: A 20-Year Retrospective Cohort Study

Antibiotics

Thailand-affiliated authors
Tawin Khaimook · Pisud Siripaitoon · Sarunyou Chusri · Narongdet Kositpantawong · Siripen Kanchanasuwan · Sorawit Chittrakarn · Nattapat Sangkakul · Nonthanat Tongsengkee
Institutions
Prince of Songkla University
77IMPACT SIGNAL
Clinical Medicine

Clinical characteristics and species distribution of Mycobacterium fortuitum complex isolates

BMC Microbiology

Thailand-affiliated authors
Yonita Yuliani · Kanphai Wongjarit · Prangwalai Chanchaem · Kasidis Phongkhun · Suthida Visedthorn · Suthidee Petsong · Pornchai Kaewsapsak · Sunchai Payungporn · Suwatchareeporn Rotcheewaphan
Institutions
Chulalongkorn University
77IMPACT SIGNAL
Clinical Medicine

Environmental Correlates of Opisthorchis viverrini Infection-Free Zones: A Comparative Machine Learning Approach Using Satellite-Derived Indices

Symmetry

Thailand-affiliated authors
Nutchanat Buasri · Patiwat Littidej · Benjamabhorn Pumhirunroj
Institutions
Mahasarakham University · Sakon Nakhon Rajabhat University
77IMPACT SIGNAL
Clinical Medicine

Prognostic significance of post-treatment total lymphocyte count in locally advanced cervical cancer after definitive chemoradiotherapy

BMC Women s Health

Thailand-affiliated authors
Chutisa Phuvaruttanakul · Kittinun Leetanaporn · Rakchai Buhachat · Ingporn Jiamset · Ekasak Thiangphak
Institutions
Prince of Songkla University · Songklanagarind Hospital
77IMPACT SIGNAL
Clinical Medicine

Factors associated with extravasation severity in Thai patients receiving noncytotoxic intravenous infusions: An observational study

Belitung Nursing Journal

Thailand-affiliated authors
Thitiporn Pathomjaruwat · Borwarnluck Thongthawee · Padcha Pongcharoen · Charturong Tantibundhit
Institutions
Thammasat University · Rangsit University
77IMPACT SIGNAL
Clinical Medicine

FACTORS ASSOCIATED WITH HOSPITAL ARRIVAL TIME IN ISCHEMIC STROKE PATIENTS AT BUDDHASOTHORN HOSPITAL: AN AMBISPECTIVE OBSERVATIONAL COHORT STUDY

Journal of Southeast Asian Medical Research

Thailand-affiliated authors
Sirinapa Saneemanomai · Phatchapong Rurgring · Thinnapat Ninthasuk · Juthatip Rooyoo · Jidaporn Burenoi · Neera Krasaesoontorn · Benjawan Saengluan · Nunnaphat Khantiviriyapanich · Kanokporne Nakboon
Institutions
Rajabhat Rajanagarindra University · Thammasat University Hospital
77IMPACT SIGNAL
Clinical Medicine

Metabolic and Inflammatory Risk Stratification in Resected Cholangiocarcinoma: A Retrospective Exploratory Analysis

Medical Sciences

Thailand-affiliated authors
Piya Prajumwongs · Attapol Titapun · Vasin Thanasukarn · Apiwat Jareanrat · Natcha Khuntikeo · Nisana Namwat · Poramate Klanrit · Arporn Wangwiwatsin · Jarin Chindaprasirt · Prakasit Sa-Ngiamwibool · Nattha Muangritdech · Sittiruk Roytrakul · Watcharin Loilome
Institutions
Khon Kaen University · National Science and Technology Development Agency · National Center for Genetic Engineering and Biotechnology
77IMPACT SIGNAL
Clinical Medicine

Soluble C-type lectin LvLectin1 mediates recognition and agglutination of Ecytonucleospora hepatopenaei spores in Pacific white shrimp Litopenaeus vannamei

Aquaculture Reports

Thailand-affiliated authors
Warumporn Yingsunthonwattana · Kanokporn Bunyanam · Wisarut Junprung · Prakob Saman · Anchalee Tassanakajon
Institutions
Chulalongkorn University · Charoenkrung Pracharak Hospital
77IMPACT SIGNAL
Clinical Medicine

Three Decades of Outcomes in Pediatric Inborn Errors of Immunity in a Middle-Income Setting: Survival by IUIS Class and the Role of HSCT

Journal of Clinical Immunology

Thailand-affiliated authors
Chanunchida Watcharaporn · Usanarat Anurathapan · Suradej Hongeng · Samart Pakakasama · Wasu Kamchaisatian · Watcharoot Kanchongkittiphon · Wiparat Manuyakorn
Institutions
Mahidol University · Ramathibodi Hospital
77IMPACT SIGNAL
Clinical Medicine

Cooking-Induced Molecular Transformations in Foods: Matrix-Dependent Effects on Bioaccessibility, Metabolism, and Health

Food Reviews International

Thailand-affiliated authors
Muhammad Waqar
Institutions
Walailak University
77IMPACT SIGNAL
Clinical Medicine

A rapid hybridization-free LAMP–LFB assay for the clinical detection of Neisseria gonorrhoeae in urine specimens

Scientific Reports

Thailand-affiliated authors
Jutturong Ckumdee · Somchai Santiwatanakul · Rossaphorn Kittiyaowamarn · Thongchai Kaewphinit
Institutions
Navamindradhiraj University · Vajira Hospital · Srinakharinwirot University · Ministry of Public Health
77IMPACT SIGNAL
Clinical Medicine

Effects of Ramadan Fasting on Intradialytic Hypoglycemia and Clinical Outcomes in Patients with Diabetes on Maintenance Hemodialysis: A Multicenter Prospective Cohort Study in Southern Thailand

Medical Sciences

Thailand-affiliated authors
Jayanton Patumanond · Moragot Chatatikun · Atthaphong Phongphithakchai
Institutions
Naresuan University · Walailak University · Prince of Songkla University
77IMPACT SIGNAL
Clinical Medicine

Diagnostic Performance of Six Tests for Helicobacter pylori Infection in Peptic Ulcer Bleeding: A Prospective Head-to-Head Comparison

Clinical and Translational Gastroenterology

Thailand-affiliated authors
Tanawat Geeratragool · Thanapat Atthakitmongkol · Supathep Tansirichaiya · Pubet Weeranawin · Somchai Leelakusolvong · Monthira Maneerattanaporn
Institutions
Siriraj Hospital
77IMPACT SIGNAL
Clinical Medicine

Epidemiology and mortality rate of thyroid storm in Thailand: Analysis using a national in-patient database

PLoS ONE

Thailand-affiliated authors
Jin Sothornwit · Suranut Charoensri · Dueanchonnee Sribenjalak · Chatlert Pongchaiyakul
Institutions
Khon Kaen University
77IMPACT SIGNAL
Global Public Health

Effectiveness of a hybrid practice-based training program for community-based elderly caregivers in Chiang Rai during the COVID-19 pandemic

Journal of Public Health and Development

Thailand-affiliated authors
Ananya Eusawat · Watcharapong Ruankham · Rawipat Pullap · Piyaporn Tamesak · Nattra Somkamlang
Institutions
Chiang Rai Rajabhat University
77IMPACT SIGNAL
Clinical Medicine

Gelatin Hydrolysate from Bigeye Snapper (Priacanthus tayenus) Skin Attenuates the Progression of Diabetic Nephropathy in Rats by Modulating Oxidative Stress, Inflammatory Responses, and Endoplasmic Reticulum Stress Signaling Pathways

International Journal of Molecular Sciences

Thailand-affiliated authors
Krit Jaikumkao · Khin Thandar Htun · Nattavadee Pengrattanachot · Prempree Sutthasupha · Sasivimon Promsan · Napatsorn Montha · Onanong Jaruan · Rarin Suriyalungka · Phassaraporn Khadtha · Sompong Sriburee · S. Kothan · Sutee Wangtueai · Anusorn Lungkaphin
Institutions
Chiang Mai University · Kasetsart University · University of Phayao
77IMPACT SIGNAL
Energy and Materials

Unlocking High-Valent Chalcogen Redox with Halide-Rich Electrolytes for High-Energy Lithium Batteries

Nature Communications

Thailand-affiliated authors
Jiaqian Qin
Institutions
Chulalongkorn University
77IMPACT SIGNAL
Clinical Medicine

Prediction model for survival outcome in patients with acute myeloid leukemia: a multicenter prospective cohort study from Thai Acute Leukemia Working Group

Frontiers in Oncology

Thailand-affiliated authors
Pirun Saelue · Jakrawadee Julamanee · Adisak Tantiworawit · Thanawat Rattanathammethee · Weerapat Owattanapanich · Smith Kungwankiattichai · Chantiya Chanswangphuwana · Chantana Polprasert · Wasithep Limvorapitak · Supawee Saengboon · Kannadit Prayongratana · Chantrapa Sriswasdi · Pimjai Niparuck · Teeraya Puavilai · Chajchawan Nakhakes · Chinadol Wanitpongpun
Institutions
Prince of Songkla University · Chiang Mai University · Siriraj Hospital · Chulalongkorn University · King Chulalongkorn Memorial Hospital · Thammasat University · Phramongkutklao Hospital · Ramathibodi Hospital · Rajavithi Hospital · Khon Kaen University
77IMPACT SIGNAL
Clinical Medicine

Immune response and durability of human papillomavirus antibodies in vaccinated adolescents after hematopoietic stem cell transplantation: a pilot study

BMC Infectious Diseases

Thailand-affiliated authors
Benjaporn Wangviboonchai · Phuwakrit Nithirungruang · Usanarat Anurathapan · Samart Pakakasama · Suradej Hongeng · Chompunuch Klinmalai · Nopporn Apiwattanakul
Institutions
Mahidol University · Ramathibodi Hospital
77IMPACT SIGNAL
Environmental Engineering

Culturable mycota from Karst caves in Yunnan Province, China

IMA Fungus

Thailand-affiliated authors
Xiang-Fu Liu · K. W. Thilini Chethana · Lu Li · Kevin D. Hyde · Wenhua Lu · Rui-Fang Xu · Xue-Mei Chen · Xian Zhang · Xing-Juan Xiao · Tian‐Ye Du · Nakarin Suwannarach · Jaturong Kumla
Institutions
Mae Fah Luang University · Chiang Mai University
77IMPACT SIGNAL
Clinical Medicine

Association of Vitamin D Intake, VDR Levels, and Relevant Gene Polymorphisms in Early-Stage Thai Colorectal Cancer Patients Following Vitamin D3 Supplementation

Medical Sciences

Thailand-affiliated authors
Natthaporn Kuendee · Aunchana Rodrungnok · Kamphon Intharanut · Alisa Naladta · Oytip Nathalang · Sakda Daduang · Sophida Sukprasert
Institutions
Rajamangala University of Technology Tawan-ok · Thammasat University · Khon Kaen University
77IMPACT SIGNAL
Clinical Medicine

Expanding the Diversity of Penicillium in Thailand: New Records and Habitat—Substrate Associations

Phytotaxa

Thailand-affiliated authors
SUBASINGHA A.D. THAKSHILA · Chitrabhanu S. Bhunjun
Institutions
Mae Fah Luang University
77IMPACT SIGNAL
Global Public Health

HIV disclosure and stigma among couples in Muslim communities in Indonesia: a qualitative study

BMC Public Health

Thailand-affiliated authors
Eka Sari Ridwan · Sarunya Benjakul · Mondha Kengganpanich · Chanuantong Tanasugarn
Institutions
Mahidol 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