Pub Date : 2026-01-31DOI: 10.1016/j.oooo.2025.11.019
Jay Saepoo, Nidhi Handoo, Sherry Timmons, Emily Lanzel, Kittiphoj Tikkhanarak, John William Hellstein
{"title":"Corrigendum to 'Cocamidopropyl betaine: another possible oral healthcare chemical associated with plasma cell lesions of the oral cavity'[Oral Surgery, Oral Medicine, Oral Pathology and Oral Radiology Volume 140, Issue 2, (2025), Pages 218-226].","authors":"Jay Saepoo, Nidhi Handoo, Sherry Timmons, Emily Lanzel, Kittiphoj Tikkhanarak, John William Hellstein","doi":"10.1016/j.oooo.2025.11.019","DOIUrl":"https://doi.org/10.1016/j.oooo.2025.11.019","url":null,"abstract":"","PeriodicalId":49010,"journal":{"name":"Oral Surgery Oral Medicine Oral Pathology Oral Radiology","volume":" ","pages":""},"PeriodicalIF":1.9,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146100596","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-31DOI: 10.1016/j.oooo.2025.11.020
Gavin Soppe, Jay Saepoo, Emily Lanzel, Sherry Timmons, Nidhi Handoo, John Hellstein, Amy Greenwood
{"title":"Corrigendum to 'What's in your toothpaste? A review of toothpaste ingredients and rationale for their use or avoidance' [Oral Surgery, Oral Medicine, Oral Pathology and Oral Radiology Volume 140, Issue 6, (2025), Pages 807-812].","authors":"Gavin Soppe, Jay Saepoo, Emily Lanzel, Sherry Timmons, Nidhi Handoo, John Hellstein, Amy Greenwood","doi":"10.1016/j.oooo.2025.11.020","DOIUrl":"https://doi.org/10.1016/j.oooo.2025.11.020","url":null,"abstract":"","PeriodicalId":49010,"journal":{"name":"Oral Surgery Oral Medicine Oral Pathology Oral Radiology","volume":" ","pages":""},"PeriodicalIF":1.9,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146100631","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-23DOI: 10.1016/S2212-4403(25)01363-X
{"title":"Information for Readers","authors":"","doi":"10.1016/S2212-4403(25)01363-X","DOIUrl":"10.1016/S2212-4403(25)01363-X","url":null,"abstract":"","PeriodicalId":49010,"journal":{"name":"Oral Surgery Oral Medicine Oral Pathology Oral Radiology","volume":"141 3","pages":"Page A7"},"PeriodicalIF":1.9,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146039963","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-16DOI: 10.1016/j.oooo.2026.01.003
Stella O Oyewole, Adetokunbo B Olawuyi, Osariemen Okhuaihesuyi, Adepitan A Owosho
Background: Coronavirus disease 2019 (COVID-19), caused by SARS-CoV-2, affects multiple systems, including the oral cavity, with ulcers, taste changes, and mucosal lesions. Existing studies are limited in scope, highlighting the need for large-scale studies to clarify the prevalence and clinical relevance of these oral outcomes.
Materials and methods: We conducted a retrospective cohort study using the TriNetX Research Network to analyze COVID-19 patients from 2020 to 2025. Queried oral conditions, including ulcers, taste alterations, salivary disturbances, and mucosal lesions. Propensity score matching was used to balance age, sex, and comorbidities. Odds ratios (ORs) with 95% confidence intervals (CIs) were calculated, with significance set at P < .05.
Results: Among 4,875,258 adults with COVID-19, the most common oral outcomes were taste alteration (0.588%), aphthous ulcers (0.106%), salivary disturbances (0.053%), and stomatitis (0.025%). Compared with age, sex, and co-morbid matched controls, COVID-19 was associated with a higher risk of taste alteration (OR = 10.11; P < .0001) and herpetic oral lesions (OR = 1.46; P < .0001), while other oral conditions were less frequent. Anti-COVID-19 medication use was associated with a lower incidence of taste alteration (0.14% vs 0.54%; P < .0001) and higher records of aphthous ulcers and herpetic lesions.
Conclusion: COVID-19 is associated with a significantly increased risk of taste alteration and herpetic oral lesions, while anti-COVID-19 medication use is associated with lower odds of taste alteration.
背景:由SARS-CoV-2引起的冠状病毒病2019 (COVID-19)影响包括口腔在内的多个系统,表现为溃疡、味觉改变和粘膜病变。现有研究的范围有限,强调需要进行大规模研究以阐明这些口腔结果的患病率和临床相关性。材料和方法:我们利用TriNetX研究网络对2020 - 2025年的COVID-19患者进行回顾性队列研究。询问口腔状况,包括溃疡、味觉改变、唾液紊乱和粘膜病变。倾向评分匹配用于平衡年龄、性别和合并症。计算95%置信区间(ci)的优势比(ORs),显著性P < 0.05。结果:在4857258例成人COVID-19患者中,最常见的口腔结局是味觉改变(0.588%)、口腔溃疡(0.106%)、唾液紊乱(0.053%)和口腔炎(0.025%)。与年龄、性别和共病匹配的对照组相比,COVID-19与味觉改变(OR = 10.11; P < 0.0001)和疱疹性口腔病变(OR = 1.46; P < 0.0001)的风险较高,而其他口腔疾病的发生率较低。抗covid -19药物的使用与较低的味觉改变发生率(0.14% vs 0.54%; P < 0.0001)和较高的阿弗顿溃疡和疱疹性病变记录相关。结论:COVID-19与味觉改变和疱疹性口腔病变的风险显著增加相关,而使用抗COVID-19药物与味觉改变的风险较低相关。
{"title":"Prevalence and risk of oral adverse outcomes in patients with COVID-19: a retrospective real-world cohort study.","authors":"Stella O Oyewole, Adetokunbo B Olawuyi, Osariemen Okhuaihesuyi, Adepitan A Owosho","doi":"10.1016/j.oooo.2026.01.003","DOIUrl":"https://doi.org/10.1016/j.oooo.2026.01.003","url":null,"abstract":"<p><strong>Background: </strong>Coronavirus disease 2019 (COVID-19), caused by SARS-CoV-2, affects multiple systems, including the oral cavity, with ulcers, taste changes, and mucosal lesions. Existing studies are limited in scope, highlighting the need for large-scale studies to clarify the prevalence and clinical relevance of these oral outcomes.</p><p><strong>Materials and methods: </strong>We conducted a retrospective cohort study using the TriNetX Research Network to analyze COVID-19 patients from 2020 to 2025. Queried oral conditions, including ulcers, taste alterations, salivary disturbances, and mucosal lesions. Propensity score matching was used to balance age, sex, and comorbidities. Odds ratios (ORs) with 95% confidence intervals (CIs) were calculated, with significance set at P < .05.</p><p><strong>Results: </strong>Among 4,875,258 adults with COVID-19, the most common oral outcomes were taste alteration (0.588%), aphthous ulcers (0.106%), salivary disturbances (0.053%), and stomatitis (0.025%). Compared with age, sex, and co-morbid matched controls, COVID-19 was associated with a higher risk of taste alteration (OR = 10.11; P < .0001) and herpetic oral lesions (OR = 1.46; P < .0001), while other oral conditions were less frequent. Anti-COVID-19 medication use was associated with a lower incidence of taste alteration (0.14% vs 0.54%; P < .0001) and higher records of aphthous ulcers and herpetic lesions.</p><p><strong>Conclusion: </strong>COVID-19 is associated with a significantly increased risk of taste alteration and herpetic oral lesions, while anti-COVID-19 medication use is associated with lower odds of taste alteration.</p>","PeriodicalId":49010,"journal":{"name":"Oral Surgery Oral Medicine Oral Pathology Oral Radiology","volume":" ","pages":""},"PeriodicalIF":1.9,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146133363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-15DOI: 10.1016/j.oooo.2026.01.001
Stella O Oyewole, Adetokunbo B Olawuyi, Osariemen Okhuaihesuyi, Adepitan A Owosho
Background: Anti-tumor necrosis factor-alpha (anti-TNF-α) therapies are efficacious in managing immune-mediated inflammatory diseases, however, long-term use has been associated with notable adverse events. As patients use expands, understanding the spectrum of oral adverse events (OAEs) has become essential.
Materials and methods: We conducted a retrospective cohort study using the TriNetX research network. A 5‑year observation window identified patients prescribed anti‑TNF-α therapies. Patients with prior oral conditions, concurrent cancer therapies, or antiresorptive exposure were excluded. OAEs were categorized into xerostomia, mucosal disorders, infectious disorders, gingival hyperplasia, medication-related osteonecrosis of the jaw (MRONJ), and oral squamous cell carcinoma (OSCC). Propensity score matching (1:1, age/sex) compared anti‑TNF-α users with unexposed controls.
Results: In a cohort of 1,645,751 individuals receiving anti‑TNF‑α therapy, OAEs were frequent, with oral lichenoid lesions (1.27%, 20,135), candidiasis (1.09%, 17,475), xerostomia (0.87%, 14,024), stomatitis (0.68%, 10,904), and oral herpes (0.39%, 6,343) most commonly observed. Less frequent events included MRONJ (0.01%, 173), gingival hyperplasia (0.02%, 285), and OSCC (0.07%, 1,074). Compared with the general population, anti‑TNF‑α therapy significantly increased the odds of most mucosal and infectious conditions (P < .001), though oral lichen planus showed no association. Interestingly, OSCC exhibited an inverse association (OR = 0.75, P < .0001), suggesting a potential protective effect.
Conclusion: These findings highlight the importance of routine oral health surveillance and robust pharmacovigilance amongst patients on anti‑TNF-α therapies.
{"title":"Oral adverse events associated with anti-tumor necrosis factor-alpha therapies: using a large real-world dataset.","authors":"Stella O Oyewole, Adetokunbo B Olawuyi, Osariemen Okhuaihesuyi, Adepitan A Owosho","doi":"10.1016/j.oooo.2026.01.001","DOIUrl":"https://doi.org/10.1016/j.oooo.2026.01.001","url":null,"abstract":"<p><strong>Background: </strong>Anti-tumor necrosis factor-alpha (anti-TNF-α) therapies are efficacious in managing immune-mediated inflammatory diseases, however, long-term use has been associated with notable adverse events. As patients use expands, understanding the spectrum of oral adverse events (OAEs) has become essential.</p><p><strong>Materials and methods: </strong>We conducted a retrospective cohort study using the TriNetX research network. A 5‑year observation window identified patients prescribed anti‑TNF-α therapies. Patients with prior oral conditions, concurrent cancer therapies, or antiresorptive exposure were excluded. OAEs were categorized into xerostomia, mucosal disorders, infectious disorders, gingival hyperplasia, medication-related osteonecrosis of the jaw (MRONJ), and oral squamous cell carcinoma (OSCC). Propensity score matching (1:1, age/sex) compared anti‑TNF-α users with unexposed controls.</p><p><strong>Results: </strong>In a cohort of 1,645,751 individuals receiving anti‑TNF‑α therapy, OAEs were frequent, with oral lichenoid lesions (1.27%, 20,135), candidiasis (1.09%, 17,475), xerostomia (0.87%, 14,024), stomatitis (0.68%, 10,904), and oral herpes (0.39%, 6,343) most commonly observed. Less frequent events included MRONJ (0.01%, 173), gingival hyperplasia (0.02%, 285), and OSCC (0.07%, 1,074). Compared with the general population, anti‑TNF‑α therapy significantly increased the odds of most mucosal and infectious conditions (P < .001), though oral lichen planus showed no association. Interestingly, OSCC exhibited an inverse association (OR = 0.75, P < .0001), suggesting a potential protective effect.</p><p><strong>Conclusion: </strong>These findings highlight the importance of routine oral health surveillance and robust pharmacovigilance amongst patients on anti‑TNF-α therapies.</p>","PeriodicalId":49010,"journal":{"name":"Oral Surgery Oral Medicine Oral Pathology Oral Radiology","volume":" ","pages":""},"PeriodicalIF":1.9,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146144461","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-14DOI: 10.1016/j.oooo.2026.01.006
Shravan Thiagarajan, Renee Reich, Paul Freedman
Objective: Although mucoepidermoid carcinoma is one of the most common salivary gland malignancies, its involvement in the jaws is exceedingly rare. This report's purpose is to describe the histologic and demographic features of intraosseous mucoepidermoid carcinoma (IMEC) and to add evidence to support a potential relationship with glandular odontogenic cysts (GOCs).
Study design: Cases of patients diagnosed with IMEC were obtained from Oral Pathology Laboratory, Inc, at New York-Presbyterian Queens from 1985 to 2024. Slides and clinical information were reviewed.
Results: Fourteen patients with IMEC were identified who had an average age of 58.6 years and a slight female predilection. IMEC was equally present in both jaws. Twelve patients were classified as having low-grade tumors with cystic areas composed of an admixture of epidermoid and mucous cells, 6 cases of which had areas resembling GOCs. Two patients had high-grade tumors demonstrating anaplasia and perineural invasion. One high-grade tumor had areas that resembled a GOC. Four of the 7 presentations of IMEC (6 low-grade and 1 high-grade) with GOC features were from the mandible.
Conclusions: We describe the common and uncommon histopathologic features of IMEC while also demonstrating that GOC-type areas often are seen as a component of these tumors. Therefore, all lesions identified as GOCs should be carefully analyzed to rule out the early development of an IMEC.
{"title":"Intraosseous (central) mucoepidermoid carcinoma: a case series and association with features of glandular odontogenic cyst.","authors":"Shravan Thiagarajan, Renee Reich, Paul Freedman","doi":"10.1016/j.oooo.2026.01.006","DOIUrl":"https://doi.org/10.1016/j.oooo.2026.01.006","url":null,"abstract":"<p><strong>Objective: </strong>Although mucoepidermoid carcinoma is one of the most common salivary gland malignancies, its involvement in the jaws is exceedingly rare. This report's purpose is to describe the histologic and demographic features of intraosseous mucoepidermoid carcinoma (IMEC) and to add evidence to support a potential relationship with glandular odontogenic cysts (GOCs).</p><p><strong>Study design: </strong>Cases of patients diagnosed with IMEC were obtained from Oral Pathology Laboratory, Inc, at New York-Presbyterian Queens from 1985 to 2024. Slides and clinical information were reviewed.</p><p><strong>Results: </strong>Fourteen patients with IMEC were identified who had an average age of 58.6 years and a slight female predilection. IMEC was equally present in both jaws. Twelve patients were classified as having low-grade tumors with cystic areas composed of an admixture of epidermoid and mucous cells, 6 cases of which had areas resembling GOCs. Two patients had high-grade tumors demonstrating anaplasia and perineural invasion. One high-grade tumor had areas that resembled a GOC. Four of the 7 presentations of IMEC (6 low-grade and 1 high-grade) with GOC features were from the mandible.</p><p><strong>Conclusions: </strong>We describe the common and uncommon histopathologic features of IMEC while also demonstrating that GOC-type areas often are seen as a component of these tumors. Therefore, all lesions identified as GOCs should be carefully analyzed to rule out the early development of an IMEC.</p>","PeriodicalId":49010,"journal":{"name":"Oral Surgery Oral Medicine Oral Pathology Oral Radiology","volume":" ","pages":""},"PeriodicalIF":1.9,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146144471","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-08DOI: 10.1016/j.oooo.2025.12.017
Miguel Ruiz Rincón, Jorge Cortés-Bretón Brinkmann, Marko Granić, Luis Miguel Sáez-Alcaide, Luis Sánchez-Labrador, Carmen López-Carriches, Cristina Madrigal Martínez-Pereda
{"title":"Response to the letter to the editor regarding \"Ozone therapy for medication-related osteonecrosis of the jaw: a scoping review\".","authors":"Miguel Ruiz Rincón, Jorge Cortés-Bretón Brinkmann, Marko Granić, Luis Miguel Sáez-Alcaide, Luis Sánchez-Labrador, Carmen López-Carriches, Cristina Madrigal Martínez-Pereda","doi":"10.1016/j.oooo.2025.12.017","DOIUrl":"https://doi.org/10.1016/j.oooo.2025.12.017","url":null,"abstract":"","PeriodicalId":49010,"journal":{"name":"Oral Surgery Oral Medicine Oral Pathology Oral Radiology","volume":" ","pages":""},"PeriodicalIF":1.9,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146144419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-06DOI: 10.1016/j.oooo.2025.11.013
Erika Benavides DDS, PhD , Josep R. Krecioch MA, MSc , Trishul Allareddy BDS, MS, MBA , Allison Buchanan DMD, MS , Martha Ann Keels DDS, PhD , Ana Karina Mascarenhas BDS, MPH, DrPH , Mai-Ly Duong DMD, MPH, MAEd , Kelly K. O'Brien MLIS , Kathleen M. Ziegler PharmD , Ruth D. Lipman PhD , Roger T. Connolly MA , Lucia Cevidanes DDS, MS, PhD , Kitrina Cordell DDS, MS , Satheesh Elangovan BDS, DSc, DMSc , Ashraf F. Fouad DDS, MS , Carlos González-Cabezas DDS, MSD, PhD , Sarandeep Singh Huja DDS, PhD , Deepak Kademani DMD, MD, FACS , Asma Khan BDS, PhD , Anchal Malik BDS, MHA , Juan Yepes MD, DDS, DrPH, MS
Background
As an update to the 2012 American Dental Association and US Food and Drug Administration “Dental Radiographic Examinations: Recommendations for Patient Selection and Limiting Radiation Exposure,” this resource provides decision-making guidance on the use of various imaging modalities for general and pediatric dental care practitioners.
Types of Studies Reviewed
The American Dental Association Council on Scientific Affairs convened an expert panel of 6 members along with an expert consultant group of 18 members to develop evidence-based guidance on dental imaging. A systematic review of the literature was conducted to identify relevant systematic reviews and organizational guidelines addressing 9 clinical questions. The recommendations presented were developed by means of a non-Delphi process (ie, reaching consensus through a structured process).
Results
Due to limitations in the available evidence, consensus recommendations rather than formal guidelines were developed. A thorough evaluation of the patient history and clinical findings should precede radiographic examinations. Previously obtained images should be reviewed, and all imaging modalities, especially cone-beam computed tomography, should be used judiciously to minimize cumulative radiation exposure to the patient.
Conclusions and Practical Implications
Clinicians should base imaging decisions on the patient’s medical and dental histories, clinical examination findings, disease risk assessment, and the presence of specific clinical conditions. When used appropriately, radiographic imaging contributes to dental treatment decisions and results in optimal patient care.
{"title":"American Dental Association and American Academy of Oral and Maxillofacial Radiology patient selection for dental radiography and cone-beam computed tomography","authors":"Erika Benavides DDS, PhD , Josep R. Krecioch MA, MSc , Trishul Allareddy BDS, MS, MBA , Allison Buchanan DMD, MS , Martha Ann Keels DDS, PhD , Ana Karina Mascarenhas BDS, MPH, DrPH , Mai-Ly Duong DMD, MPH, MAEd , Kelly K. O'Brien MLIS , Kathleen M. Ziegler PharmD , Ruth D. Lipman PhD , Roger T. Connolly MA , Lucia Cevidanes DDS, MS, PhD , Kitrina Cordell DDS, MS , Satheesh Elangovan BDS, DSc, DMSc , Ashraf F. Fouad DDS, MS , Carlos González-Cabezas DDS, MSD, PhD , Sarandeep Singh Huja DDS, PhD , Deepak Kademani DMD, MD, FACS , Asma Khan BDS, PhD , Anchal Malik BDS, MHA , Juan Yepes MD, DDS, DrPH, MS","doi":"10.1016/j.oooo.2025.11.013","DOIUrl":"10.1016/j.oooo.2025.11.013","url":null,"abstract":"<div><h3>Background</h3><div>As an update to the 2012 American Dental Association and US Food and Drug Administration “Dental Radiographic Examinations: Recommendations for Patient Selection and Limiting Radiation Exposure,” this resource provides decision-making guidance on the use of various imaging modalities for general and pediatric dental care practitioners.</div></div><div><h3>Types of Studies Reviewed</h3><div>The American Dental Association Council on Scientific Affairs convened an expert panel of 6 members along with an expert consultant group of 18 members to develop evidence-based guidance on dental imaging. A systematic review of the literature was conducted to identify relevant systematic reviews and organizational guidelines addressing 9 clinical questions. The recommendations presented were developed by means of a non-Delphi process (ie, reaching consensus through a structured process).</div></div><div><h3>Results</h3><div>Due to limitations in the available evidence, consensus recommendations rather than formal guidelines were developed. A thorough evaluation of the patient history and clinical findings should precede radiographic examinations. Previously obtained images should be reviewed, and all imaging modalities, especially cone-beam computed tomography, should be used judiciously to minimize cumulative radiation exposure to the patient.</div></div><div><h3>Conclusions and Practical Implications</h3><div>Clinicians should base imaging decisions on the patient’s medical and dental histories, clinical examination findings, disease risk assessment, and the presence of specific clinical conditions. When used appropriately, radiographic imaging contributes to dental treatment decisions and results in optimal patient care.</div></div>","PeriodicalId":49010,"journal":{"name":"Oral Surgery Oral Medicine Oral Pathology Oral Radiology","volume":"141 3","pages":"Pages 273-287"},"PeriodicalIF":1.9,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146039964","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-02DOI: 10.1016/j.oooo.2025.12.011
Hatice Tekis, Taha Zirek, Melek Tassoker
Objective: This study aims to develop an AI-powered detection system for identifying dental anatomy-specifically tooth numbers and names-using YOLO (You Only Look Once) models to enhance diagnostic efficiency and automation in dentistry STUDY DESIGN: An annotated dataset of 724 high-resolution digital intraoral dental photographs (505 for training, 112 for validation, 107 for testing), obtained from Kaggle and Roboflow, was used. Multiple YOLO versions (YOLOv8l, YOLOv9c, YOLOv10l, YOLO11l) were implemented. Model performance was evaluated based on recall, precision, F1 score, and mean Average Precision (mAP@50).
Results: YOLOv8l achieved the highest F1 score (96.7%) and recall (97.8%). YOLO11l yielded the best precision (96.6%) and highest mAP@50 (98.4%). All models demonstrated strong potential in detecting teeth accurately from high-resolution images.
Conclusion: YOLO-based models offer an effective solution for automatic detection of dental anatomy. Their integration into telemedicine and digital dentistry platforms can streamline diagnostic workflows, reduce manual workload, and expand access to dental care, particularly in underserved regions.
目的:本研究旨在利用YOLO (You Only Look Once)模型开发一种人工智能检测系统,用于识别牙齿解剖结构,特别是牙齿编号和名称,以提高牙科诊断效率和自动化程度。研究设计:使用来自Kaggle和Roboflow的724张高分辨率数字口腔内牙科照片的注释数据集(505张用于训练,112张用于验证,107张用于测试)。实现了多个YOLO版本(YOLOv8l, YOLOv9c, YOLOv10l, YOLO11l)。模型性能根据召回率、精度、F1分数和平均平均精度(mAP@50)进行评估。结果:YOLOv8l的F1评分最高(96.7%),召回率最高(97.8%)。YOLO11l精密度最高(96.6%),mAP@50精密度最高(98.4%)。所有模型都显示出从高分辨率图像中准确检测牙齿的强大潜力。结论:基于yolo的模型为口腔解剖结构自动检测提供了有效的解决方案。将它们集成到远程医疗和数字牙科平台中可以简化诊断工作流程,减少人工工作量,并扩大获得牙科护理的机会,特别是在服务不足的地区。
{"title":"AI-powered detection of dental anatomy: a YOLO-based approach.","authors":"Hatice Tekis, Taha Zirek, Melek Tassoker","doi":"10.1016/j.oooo.2025.12.011","DOIUrl":"https://doi.org/10.1016/j.oooo.2025.12.011","url":null,"abstract":"<p><strong>Objective: </strong>This study aims to develop an AI-powered detection system for identifying dental anatomy-specifically tooth numbers and names-using YOLO (You Only Look Once) models to enhance diagnostic efficiency and automation in dentistry STUDY DESIGN: An annotated dataset of 724 high-resolution digital intraoral dental photographs (505 for training, 112 for validation, 107 for testing), obtained from Kaggle and Roboflow, was used. Multiple YOLO versions (YOLOv8l, YOLOv9c, YOLOv10l, YOLO11l) were implemented. Model performance was evaluated based on recall, precision, F1 score, and mean Average Precision (mAP@50).</p><p><strong>Results: </strong>YOLOv8l achieved the highest F1 score (96.7%) and recall (97.8%). YOLO11l yielded the best precision (96.6%) and highest mAP@50 (98.4%). All models demonstrated strong potential in detecting teeth accurately from high-resolution images.</p><p><strong>Conclusion: </strong>YOLO-based models offer an effective solution for automatic detection of dental anatomy. Their integration into telemedicine and digital dentistry platforms can streamline diagnostic workflows, reduce manual workload, and expand access to dental care, particularly in underserved regions.</p>","PeriodicalId":49010,"journal":{"name":"Oral Surgery Oral Medicine Oral Pathology Oral Radiology","volume":" ","pages":""},"PeriodicalIF":1.9,"publicationDate":"2026-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146044487","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}