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Articles 115081 - 115110 of 116234
Full-Text Articles in Entire DC Network
The Utility Of 3d Nanostructured Polyglycolic Acid Fibers For Novel Bone Regenerative Medicine, Itsuki Hayashi, Sayaka Nakamura-Yamada
The Utility Of 3d Nanostructured Polyglycolic Acid Fibers For Novel Bone Regenerative Medicine, Itsuki Hayashi, Sayaka Nakamura-Yamada
Journal of Dental Sciences
No abstract provided.
A Novel Method For The Precise Second Mesiobuccal Canal Orifice Location: A Combined Strategy For Enhanced Clinical Practice, Yuhan Wang, Lingyun Li,
A Novel Method For The Precise Second Mesiobuccal Canal Orifice Location: A Combined Strategy For Enhanced Clinical Practice, Yuhan Wang, Lingyun Li,
Journal of Dental Sciences
No abstract provided.
A Scientometric Study On Research Trends And Characteristics Of Diabetes-Associated Periodontal Disease, Man Yang, Wenxiao Shi, Yan Xiong, Mengjie Chen, Linjun Shi, Huiwen Chen
A Scientometric Study On Research Trends And Characteristics Of Diabetes-Associated Periodontal Disease, Man Yang, Wenxiao Shi, Yan Xiong, Mengjie Chen, Linjun Shi, Huiwen Chen
Journal of Dental Sciences
Background/purpose: Substantial evidence demonstrates that diabetes is associated with periodontal disease. The purpose of this study was to analyze the scientometric characteristics and research trends of diabetes-associated periodontal disease (DAPD).
Materials and methods: All the papers on DAPD were comprehensively retrieved from the Scopus database. The years of publication were divided into before 2019 and after 2019 in the analysis of research trends.
Results: There were 2466 papers on DAPD, with total citations of 73,553 and the h index of 120. The trend of clinical investigations has highlighted periodontal examination, bone development, micro-computed tomography, tooth brushing, cardiovascular …
Sleep Restriction Exacerbates Pulpal Inflammation And Impairs Tissue Repair Following Dental Pulp Capping: An In Vivo Animal Study, Siqi Huang, Qian Wang, Ziyu Chen, Guomiao Zhang, Ying Zheng
Sleep Restriction Exacerbates Pulpal Inflammation And Impairs Tissue Repair Following Dental Pulp Capping: An In Vivo Animal Study, Siqi Huang, Qian Wang, Ziyu Chen, Guomiao Zhang, Ying Zheng
Journal of Dental Sciences
As a fundamental physiological process, sleep is essential for maintaining systemic homeostasis. Although sleep restriction (SR) has been shown to trigger a systemic inflammatory response, its specific impact on local pulpal inflammation remains poorly understood. In this preliminary study, we investigated the effects of SR on the inflammatory response and reparative capacity of dental pulp in a rat model. Immunohistochemistry and western blotting revealed that, even in intact pulp tissue, SR upregulated the expression of interleukin-6, increased the infiltration of neutrophils, and activated the nuclear factor-kappa B signaling pathway. Subsequent investigations demonstrated that following dental pulp capping, SR provoked an …
Socket Regeneration Using A Composite Regenerative Matrix: A Simplified Clinical Workflow With A 5-Year Follow-Up, Chi-Shan Tseng, Ming-Ko Li, Cheng-Chia Yu
Socket Regeneration Using A Composite Regenerative Matrix: A Simplified Clinical Workflow With A 5-Year Follow-Up, Chi-Shan Tseng, Ming-Ko Li, Cheng-Chia Yu
Journal of Dental Sciences
Alveolar ridge remodeling following tooth extraction remains a clinical challenge in implant dentistry, particularly in the esthetic zone where dimensional stability of hard and soft tissues is critical for subsequent implant placement. This short communication describes a simplified clinical workflow for socket regeneration using a composite regenerative matrix (CRM) composed of concentrated growth factor (CGF), autologous fibrinogen glue (AFG), and freeze-dried bone allograft (FDBA). The technique was applied following atraumatic extraction in a single maxillary esthetic-zone case. Clinical and radiographic observations were documented for up to 5 years. Healing was uneventful, and cone-beam computed tomography performed at 3 months demonstrated …
Negative Pulp Sensibility Responses Do Not Necessarily Indicate Pulp Necrosis In Teeth Associated With Cystic Or Cyst-Like Lesions, Le Lu, Xiang Zhang, Ya Shen, He Liu
Negative Pulp Sensibility Responses Do Not Necessarily Indicate Pulp Necrosis In Teeth Associated With Cystic Or Cyst-Like Lesions, Le Lu, Xiang Zhang, Ya Shen, He Liu
Journal of Dental Sciences
No abstract provided.
The Story Of A Taiwanese Female Student Studying Dentistry In Japan During The Japanese Colonial Period: An Oral History By Dr. Yueh-E Wu, Feng-Chou Cheng, Mei-Huei Li, Chien-Chi Chu, Chun-Pin Chiang
The Story Of A Taiwanese Female Student Studying Dentistry In Japan During The Japanese Colonial Period: An Oral History By Dr. Yueh-E Wu, Feng-Chou Cheng, Mei-Huei Li, Chien-Chi Chu, Chun-Pin Chiang
Journal of Dental Sciences
No abstract provided.
Accuracy Outcome Of The Reconstruction Of A Total Maxillectomy Defect Assisted By Three-Dimensional Virtual Surgical Planning, Sih-Yi Wu, Cheng-Yeu Wu, Kai-Hua Lien
Accuracy Outcome Of The Reconstruction Of A Total Maxillectomy Defect Assisted By Three-Dimensional Virtual Surgical Planning, Sih-Yi Wu, Cheng-Yeu Wu, Kai-Hua Lien
Journal of Dental Sciences
No abstract provided.
Orthokeratinized Odontogenic Cyst Of The Mandible - A Case Report, Hung-Pin Lin, Chun-Pin Chiang
Orthokeratinized Odontogenic Cyst Of The Mandible - A Case Report, Hung-Pin Lin, Chun-Pin Chiang
Journal of Dental Sciences
No abstract provided.
Peripheral Odontogenic Keratocyst - A Case Report, Hung-Pin Lin, Chun-Pin Chiang
Peripheral Odontogenic Keratocyst - A Case Report, Hung-Pin Lin, Chun-Pin Chiang
Journal of Dental Sciences
No abstract provided.
When Two Become Three: Endoscope-Assisted Caldwell–Luc Removal Of An Unexpected Third Dental Bur In The Maxillary Sinus, Ling-Wei Huang, Wei-Chen Huang, Sheng-Hong Wang, Ken-Chung Chen
When Two Become Three: Endoscope-Assisted Caldwell–Luc Removal Of An Unexpected Third Dental Bur In The Maxillary Sinus, Ling-Wei Huang, Wei-Chen Huang, Sheng-Hong Wang, Ken-Chung Chen
Journal of Dental Sciences
No abstract provided.
Ok-432 Sclerotherapy For A Plunging Ranula Extending Into The Parapharyngeal Space, Seiya Hayashi, Yoshinori Fujita, Yoshinari Myoken
Ok-432 Sclerotherapy For A Plunging Ranula Extending Into The Parapharyngeal Space, Seiya Hayashi, Yoshinori Fujita, Yoshinari Myoken
Journal of Dental Sciences
No abstract provided.
Postoperative Conductive Hearing Loss After Full-Arch-Implantation Surgery Under General Anesthesia In An Oral Submucous Fibrosis Patient: A Case Report, Hao-Chen Wang, Fu-Chuan Tsai, Chia-Che Wu, Chih-Yuan Fang
Postoperative Conductive Hearing Loss After Full-Arch-Implantation Surgery Under General Anesthesia In An Oral Submucous Fibrosis Patient: A Case Report, Hao-Chen Wang, Fu-Chuan Tsai, Chia-Che Wu, Chih-Yuan Fang
Journal of Dental Sciences
No abstract provided.
Factors Influencing Dental Career Decision-Making Among High-Achieving Students In Taiwan, Chien-Hong Yu, Mei-Huei Li, Feng-Chou Cheng, Chun-Pin Chiang
Factors Influencing Dental Career Decision-Making Among High-Achieving Students In Taiwan, Chien-Hong Yu, Mei-Huei Li, Feng-Chou Cheng, Chun-Pin Chiang
Journal of Dental Sciences
No abstract provided.
Clinical Red Flags And Referral Strategies For Odontogenic Deep Neck Space Infections: The Primary Care Dentist’S Role As The First Line Of Defense, Sih-Yi Wu
Journal of Dental Sciences
No abstract provided.
From Domestic Science To Dental Science: The Hidden Pathway For Talented Taiwanese Women During The Japanese Colonial Period, Hung-Lun Pan, Mei-Huei Li, Feng-Chou Cheng, Chun-Pin Chiang
From Domestic Science To Dental Science: The Hidden Pathway For Talented Taiwanese Women During The Japanese Colonial Period, Hung-Lun Pan, Mei-Huei Li, Feng-Chou Cheng, Chun-Pin Chiang
Journal of Dental Sciences
No abstract provided.
Er:Yag Laser-Assisted Connective Tissue Wall Technique For Periodontal Regeneration In A Soft Tissue Recession Combined With A Furcation-Involved Class Ii Subclass B Molar Under A Microscope: A Case Report, Shao-Yu Chang, Yoichi Taniguchi, Akira Aoki, Taichen Lin
Er:Yag Laser-Assisted Connective Tissue Wall Technique For Periodontal Regeneration In A Soft Tissue Recession Combined With A Furcation-Involved Class Ii Subclass B Molar Under A Microscope: A Case Report, Shao-Yu Chang, Yoichi Taniguchi, Akira Aoki, Taichen Lin
Journal of Dental Sciences
No abstract provided.
Retraction Notice To “Microrna-28-5p As A Potential Diagnostic Biomarker For Chronic Periodontitis And Its Role In Cell Proliferation And Inflammatory Response” [J Dental Sci 17 (2022) 1501–1509],, Pengcheng Huang
Journal of Dental Sciences
No abstract provided.
Journal Of Dental Sciences Editorial Board
Journal Of Dental Sciences Editorial Board
Journal of Dental Sciences
No abstract provided.
The Clinical Applications Of Platelet-Rich Plasma And Platelet-Rich Fibrin Combined With Photobiomodulation In Regenerative Dentistry: A Literature Review, Maryam Pourhajibagher, Rashin Bahrami, Abbas Bahador
The Clinical Applications Of Platelet-Rich Plasma And Platelet-Rich Fibrin Combined With Photobiomodulation In Regenerative Dentistry: A Literature Review, Maryam Pourhajibagher, Rashin Bahrami, Abbas Bahador
Journal of Dental Sciences
Regenerative dentistry seeks to restore oral tissues through biologically driven therapies that stimulate endogenous healing. Among these, autologous platelet concentrates—namely platelet-rich plasma (PRP) and platelet-rich fibrin (PRF)—serve as reservoirs of growth factors such as platelet-derived growth factor (PDGF), transforming growth factor-beta (TGF-β), vascular endothelial growth factor (VEGF), and insulin-like growth factor (IGF), which promote angiogenesis, cell proliferation, and extracellular matrix formation. Complementing these biological mediators, photobiomodulation (PBM) represents a non-invasive light-based therapy that enhances mitochondrial activity, modulates inflammation, and accelerates tissue regeneration. Accumulating evidence suggests that combining PRP or PRF with PBM produces synergistic effects that surpass those achieved by …
Effects Of Cleaning Protocols On The Material Properties Of Clear Aligners And Retainers: A Systematic Review, Yao-Chang Chiang, Tu Manh Nguyen, Thuy-Trang Thi Ho, Loc Minh Lu, Yang-Che Wu, Tong-Hsien Chow, Chiang-Wen Lee, Fang-Yu Fan, Li-Nai Chen, I-Ta Lee
Effects Of Cleaning Protocols On The Material Properties Of Clear Aligners And Retainers: A Systematic Review, Yao-Chang Chiang, Tu Manh Nguyen, Thuy-Trang Thi Ho, Loc Minh Lu, Yang-Che Wu, Tong-Hsien Chow, Chiang-Wen Lee, Fang-Yu Fan, Li-Nai Chen, I-Ta Lee
Journal of Dental Sciences
Clear aligners and retainers are widely used in contemporary orthodontics because of their esthetic appearance, removability, and patient-centered advantages. However, repeated exposure to dietary pigments and cleaning procedures may alter their optical, surface, mechanical, and chemical properties, potentially affecting appliance appearance, hygiene, and performance. This systematic review evaluated changes in the material properties of clear aligners and retainers following different cleaning protocols. Electronic searches were performed in PubMed, Scopus, LILACS, and the Cochrane Library from inception to February 28, 2026. Twenty studies were included, comprising 18 in vitro studies and 2 randomized clinical crossover studies. Cleaning protocols were categorized as …
Herbal Medicine For Oral Ulcer Treatment: Mechanisms, Efficacy, And Therapeutic Potential, Shinn-Zong Lin, Tsung-Hsien Chuang, Chih-Yang Huang, Tsung-Jung Ho, Yi-Pang Lee
Herbal Medicine For Oral Ulcer Treatment: Mechanisms, Efficacy, And Therapeutic Potential, Shinn-Zong Lin, Tsung-Hsien Chuang, Chih-Yang Huang, Tsung-Jung Ho, Yi-Pang Lee
Journal of Dental Sciences
Oral ulcers are common inflammatory lesions of the oral mucosa that significantly affect patients’ quality of life through pain, eating difficulties, and psychological stress. Their development is multifactorial, involving mechanical trauma, infection, nutritional deficiencies, immune dysregulation, and oxidative stress. Conventional treatments including antiseptics, corticosteroids, and immunomodulators, provide symptomatic relief but are often limited by side effects, recurrence, and poor patient adherence. Increasing interest has therefore focused on herbal medicines as complementary or alternative therapies. Numerous single herbs such as Aloe vera, licorice, curcumin, chamomile, berberine, neem, sage, myrrh, and guava and traditional formulations have demonstrated anti-inflammatory, antioxidant, immunomodulatory, antimicrobial, and …
Performance Of Large Language Models In Answering Orthodontic Questions: A Scoping Review, Tu Manh Nguyen, Fang-Yu Fan, Ying-Sui Sun, Yang-Che Wu, Sheng-Wei Feng, Hao-Ting Chen, I-Ta Lee, Pao-Chang Chiang
Performance Of Large Language Models In Answering Orthodontic Questions: A Scoping Review, Tu Manh Nguyen, Fang-Yu Fan, Ying-Sui Sun, Yang-Che Wu, Sheng-Wei Feng, Hao-Ting Chen, I-Ta Lee, Pao-Chang Chiang
Journal of Dental Sciences
Large language models (LLMs) are increasingly explored as novel platforms for delivering orthodontic information. Although their capacity to generate rapid, structured, and accessible responses has been widely recognized, concerns persist regarding performance variability and the risk of generating inaccurate outputs. Given the heterogeneity of existing evidence, this scoping review aimed to systematically map the current research landscape and synthesize findings on the application of LLMs in addressing orthodontic queries. This review was conducted in accordance with the PRISMA-ScR guidelines. Studies were retrieved from PubMed, Scopus, and the Cochrane Library up to November 30, 2025. Twenty-six studies met the eligibility criteria …
The Ph-Pi3k/Akt/Mtorc1 Axis In The Survival Of Stem Cells From The Apical Papilla: A Critical Target For Rescue By Microenvironment-Engineered Hydrogels In Pulp Regeneration, Chunlei Zhang, Haisheng Cao, Jie Li, Changqing Yan, Yang Liu, Shuguo Zheng, Xiaozhe Wang
The Ph-Pi3k/Akt/Mtorc1 Axis In The Survival Of Stem Cells From The Apical Papilla: A Critical Target For Rescue By Microenvironment-Engineered Hydrogels In Pulp Regeneration, Chunlei Zhang, Haisheng Cao, Jie Li, Changqing Yan, Yang Liu, Shuguo Zheng, Xiaozhe Wang
Journal of Dental Sciences
Background/purpose: The pH within infected root canals fluctuates dynamically under pathological conditions, yet its impact on stem cells from the apical papilla (SCAPs) in dental pulp regeneration remains unclear. This study investigated how potential of hydrogen (pH) variations govern SCAPs survival and the associated signaling to identify therapeutic targets for enhancing tissue regeneration.
Materials and methods: SCAPs were cultured at pH 5.4-10.4. Proliferation and apoptosis were assessed using cell counting kit-8 (CCK-8) assays, real-time live-cell analysis, and flow cytometry. RNA-sequencing (RNA-seq) identified differentially expressed genes, which were validated through reverse transcription-quantitative real-time polymerase chain reaction (RT-qPCR), Western blotting, and mechanistic …
International Comparison Of Oral Hypofunction Among Community-Dwelling Older Adults In Three Asian Countries: A Cross-Sectional And Multi-National Study, Ryosuke Yanagida, Kohei Yamaguchi, Kazuharu Nakagawa, Chantaramanee Ariya, Patcharaphol Samnieng, Megan F Liu, Nai-Chia Teng, Ting-Yi Renn, Rieko Moritoyo, Sirinthip Amornsuradech, Kanako Yoshimi, Haruka Tohara
International Comparison Of Oral Hypofunction Among Community-Dwelling Older Adults In Three Asian Countries: A Cross-Sectional And Multi-National Study, Ryosuke Yanagida, Kohei Yamaguchi, Kazuharu Nakagawa, Chantaramanee Ariya, Patcharaphol Samnieng, Megan F Liu, Nai-Chia Teng, Ting-Yi Renn, Rieko Moritoyo, Sirinthip Amornsuradech, Kanako Yoshimi, Haruka Tohara
Journal of Dental Sciences
Background/purpose: In aging Asian societies, oral hypofunction among older adults has gained importance, with most epidemiological studies conducted in Japan. We aimed to compare oral function in community-dwelling older adults in Japan, Taiwan, and Thailand.
Materials and methods: Community-dwelling older adults aged ≥ 60 years who participated in Yokohama, Taipei, and Phitsanulok health surveys (May 2022–September 2024) were included. Age, sex, body mass index (BMI), and denture use data were recorded. Using the Japanese Society of Gerodontology diagnostic framework, seven oral hypofunction components were evaluated: oral hygiene, oral dryness, occlusal force, tongue–lip motor function, tongue pressure, masticatory function, …
Accuracy Of Full-Arch Implant Scans Using Different Horizontal Scan Bodies In An Angulated Model: An In Vitro Study, Tsung-Yu Lin, Tong-Mei Wang, Li-Deh Lin
Accuracy Of Full-Arch Implant Scans Using Different Horizontal Scan Bodies In An Angulated Model: An In Vitro Study, Tsung-Yu Lin, Tong-Mei Wang, Li-Deh Lin
Journal of Dental Sciences
Background/purpose: Various newly developed horizontal implant scan bodies have been introduced to enhance full-arch scan accuracy. However, their performance in angulated implant scenarios remains unclear. The purpose of this study was to evaluate the accuracy of four specific horizontal scan body systems.
Materials and methods: A stone cast containing six implant abutment analogs served as the master model. Four horizontal scan body systems (ArcB GeoMEDI, Apollo Smartflag, Scan Ladder, and ioConnect) were evaluated. Ten scans were performed per group using an intraoral scanner (Medit i900c). The mean surface deviation, root mean square (RMS) values against the reference files, and the …
Development And Clinical Validation Of An Artificial Intelligence–Assisted Radiographic System For Predicting Periodontal Pocket Severity Using Full-Mouth Radiographs., Yi-Tai Ho, Tsui-Hsien Huang, Cheng-Han Shie, Tao-Wei Chang, Chun-Te Ho, Chia-Tze Kao
Development And Clinical Validation Of An Artificial Intelligence–Assisted Radiographic System For Predicting Periodontal Pocket Severity Using Full-Mouth Radiographs., Yi-Tai Ho, Tsui-Hsien Huang, Cheng-Han Shie, Tao-Wei Chang, Chun-Te Ho, Chia-Tze Kao
Journal of Dental Sciences
Background/purpose: Conventional periodontal probing is the gold standard for evaluating periodontal disease severity; however, it is time-consuming and susceptible to operator-dependent variability. This study developed and clinically validated an artificial intelligence (AI)-assisted radiographic system for automated periodontal disease severity assessment using full-mouth radiographs, and investigated its association with clinical periodontal probing depth.
Materials and methods: A total of 655 full-mouth radiographs were retrospectively collected: 151 (3,962 teeth) for AI model training and 504 (13,809 teeth) for validation. Periodontal bone loss was quantified using the periodontal bone loss (PBL) ratio and classified as mild, moderate, or severe. Clinical validation used 31 …
Anemia, Hematinic Deficiencies, Hyperhomocysteinemia, And Serum Gastric Parietal Cell Antibody Positivity In 430 Patients With Recurrent Aphthous Stomatitis, Yi-Ping Wang, Yi-Pang Lee, Yu-Hsueh Wu, Julia Yu-Fong Chang, Andy Sun, Chun-Pin Chiang
Anemia, Hematinic Deficiencies, Hyperhomocysteinemia, And Serum Gastric Parietal Cell Antibody Positivity In 430 Patients With Recurrent Aphthous Stomatitis, Yi-Ping Wang, Yi-Pang Lee, Yu-Hsueh Wu, Julia Yu-Fong Chang, Andy Sun, Chun-Pin Chiang
Journal of Dental Sciences
Background/purpose: Our previous study found that 20.9%, 20.1%, 4.8%, 2.6%, and 7.7% of 273 recurrent aphthous stomatitis (RAS) patients have anemia, serum iron, vitamin B12, and folic acid deficiencies, and hyperhomocysteinemia, respectively. This study mainly evaluated the anemia, hematinic deficiencies, hyperhomocysteinemia, and serum gastric parietal cell antibody (GPCA) positivity in a large group of 430 RAS patients.
Materials and methods: The blood hemoglobin (Hb) and serum iron, vitamin B12, folic acid, homocysteine, and GPCA levels in 430 RAS patients were measured and compared with the corresponding levels in 430 age- and sex-matched healthy control subjects.
Results: We …
Osteoblastogenesis Stimulation By Human Umbilical Cord Stem Cell Secretome During Maxillary Expansion, Alexander Patera Nugraha, Guang Hong, Firdaus Hariri, I Gusti Aju Wahju Ardani, Adya Pramusita, Nurul Aisyah Rizky Putranti, Nindya Rizky Anjani Marhendra, Naora Dewi Rahma Fadzila, Ananda Firman Putranto, Muhammad Luthfi, Wibi Riawan, Putri Cahaya Situmorang, Rony Abdi Syahputra, Thantrira Porntaveetus, Khairul Anuar Shariff, Nissia Ananda, Maudina Dwi Heriasti, Kotaro Tanimoto
Osteoblastogenesis Stimulation By Human Umbilical Cord Stem Cell Secretome During Maxillary Expansion, Alexander Patera Nugraha, Guang Hong, Firdaus Hariri, I Gusti Aju Wahju Ardani, Adya Pramusita, Nurul Aisyah Rizky Putranti, Nindya Rizky Anjani Marhendra, Naora Dewi Rahma Fadzila, Ananda Firman Putranto, Muhammad Luthfi, Wibi Riawan, Putri Cahaya Situmorang, Rony Abdi Syahputra, Thantrira Porntaveetus, Khairul Anuar Shariff, Nissia Ananda, Maudina Dwi Heriasti, Kotaro Tanimoto
Journal of Dental Sciences
Background/purpose: Maxillary expansion induced by mechanical force (MEMF) is a standard orthodontic approach for correcting transverse maxillary deficiency. The human umbilical cord mesenchymal stem cell secretome (HUCMSC-S) has the potential to stimulate accelerate bone remodeling. This study aimed to evaluate local HUCMSC-S application effect during MEMF on the expression bone morphogenetic protein (BMP)-2, BMP-4, BMP-7, vascular endothelial growth factor (VEGF), insulin-like growth factor-1 (IGF-1), transforming growth factor-beta (TGF-β), and fibroblast growth factor-2 (FGF-2) in a Wistar rat (Rattus norvegicus).
Materials and methods: Twenty-four healthy male Wistar rats (R. norvegicus) were randomly divided into four groups: …
Deep Learning-Based Automated Per-Tooth Detection And Segmentation From Unretracted Smile Photographs, Hsuan Chen, Khoa Dang Nguyen, Hong Thi-Phuong Doan, Mu-Chen Yang, Ya-Chu Chang, Anand Marya, Guang Hong, Ding-Han Wang, Ming-Lun Hsu
Deep Learning-Based Automated Per-Tooth Detection And Segmentation From Unretracted Smile Photographs, Hsuan Chen, Khoa Dang Nguyen, Hong Thi-Phuong Doan, Mu-Chen Yang, Ya-Chu Chang, Anand Marya, Guang Hong, Ding-Han Wang, Ming-Lun Hsu
Journal of Dental Sciences
Background/purpose: Natural smile photographs are universally accessible yet no automated method achieves clinically acceptable per-tooth detection from these images. Existing frameworks require lip-retracted intraoral views, and prior work on smile images achieved insufficient accuracy. This study developed a per-tooth detection and segmentation pipeline for natural smile photographs and assessed its applicability to digital smile design.
Materials and methods: A total of 1,471 smile photographs were annotated via model-assisted labeling. Fifteen You Only Look Once (YOLO) models across three architecture families and five size tiers were compared. A two-stage pipeline combined the best-performing detector with high-quality Segment Anything Model (HQ-SAM) for …