SAP Artificial Intelligence in Dentistry

2025 - 2027

From South American Publishing
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2027

Adversarial robustness of dental panoramic radiograph classifiers against gradient-based perturbations

Wenya Long, Teng He and Yingjuan Xie

2026

Accuracy, completeness and readability of large language model chatbots answering dental patient questions: a systematic review

Ernesto Learsys Campello Trujillo, Ernestocampello@infomed.sld.cu, Lourdes Hernandez Cuetara, Luly@infomed.sld.cu, Yivelin Fernandez Queija and Yivelin@infomed.sld.cu

Artificial intelligence in oral microbiome and dental genomics research: an evidence matrix review

Ana María Chaves Cano and Anamacano25@gmail.com

Generative artificial intelligence in dentistry: a bibliometric analysis

Cristina Valeria Zambrano-Olvera and Rosaria Perez-Rizzo

Learning curves in transfer-learning dental radiograph classification with pre-trained and random features

Verónica Karina Arias Murillo, Melissa Castillo Jimenez and Melissacj981223@gmail.com

Robotic dentistry and autonomous implant placement: an evolutionary review from computer-assisted surgery to artificial intelligence

Nelly Méndez Hernández, Carmen Graciela González, Marcelo Alejandro Enriquez Hernández and María Elena Aguilera Eguía

Electrical shock as the predominant adverse event in reports of intraoral scanners and computer-aided design and manufacturing dental devices

Omar Patricio Infante Miranda, María Esperanza Freire Muñoz and Mario Javier Rodríguez Cobeña

Genetic architecture of dental traits: mapping and pathway enrichment of genome-wide associations

Nairobi Hernández Bridon and Nairobi25hb@gmail.com

Artificial intelligence in implant dentistry and prosthodontics: a bibliometric analysis

Greta Cordovi Vallongo, Gretacordovi@gmail.com and Youris Samón Mayan

Artificial intelligence in dentistry: clinical applications, ethical challenges and future perspectives

Isis Scarleth Funes Galindo, Carlos Daniel Echazú Torres, Leonel Rivero Castedo, Jaykel Evelio Gómez Triana, Fidel Aguilar Medrano, Jose Daniel Vargas-Jimenez, Blas Apaza-Huanca, Jhossmar Cristians Auza-Santivañez, Freddy Ednildon Bautista-Vanegas and Yenny Cruz Nuñez

Diagnostic accuracy of artificial intelligence for detecting oral cancer and potentially malignant disorders on clinical photographs

Sandra Ivette López Romo, Olga Peña Silva and Luis Fabián Enríquez Jácome

Disparidades lingüísticas en el rendimiento de un modelo de lenguaje grande en preguntas dentales en siete idiomas

Maikro Osvaldo Chávez Moya, Maikroilv@gmail.com, Leodanis Hernández Cabrera, Leodanishernandezcabrera1@gmail.com, Neisy Pérez Ramos and Neisyperezramos@gmail.com

Faithfulness of saliency explanations in a deep learning classifier for panoramic dental radiographs

Teng He, Wenya Long and Yingjuan Xie

Growth, design, size and completion of registered clinical trials of artificial intelligence in dentistry

Leonardo Nunes, Paulo Barbosa and Leonardo Araújo

Membership inference vulnerability and the mitigating influence of regularization and differential privacy in dental radiograph classifiers

Teng He, Wenya Long and Yingjuan Xie

Transcriptomic features add little to staging for oral cavity squamous cell carcinoma prognosis

Arlin Castro Diaz, Arlincastrodiaz02@gmail.com, Rigel Ramirez Fritze and Rigelramirezf1021@gmail.com

Diagnostic accuracy of artificial intelligence for detecting dental caries in camera and smartphone photographs

Natalia Rincón Gómez, Rolando Andrés Figueroa Andrade and Diana Vélez Santana

Reproducibility of open-source software for dental artificial intelligence

Flor M Escalante Freitez, Drflorescalante@gmail.com, Roberto Antonio Vega Bonilla and Diana Belkis Moreno Benítez

Sensitivity and calibration disparities of a race-blind machine learning model for periodontitis across racial and ethnic groups

Maria Fernanda Escalante Freitez and Mafefreitez@gmail.com

Documentation completeness and demographic representativeness of public dental imaging datasets: a cross-sectional analysis of repository metadata

Diana Belkis Moreno Benítez, Roberto Antonio Vega Bonilla, Flor M Escalante Freitez and Drflorescalante@gmail.com

Evaluation of the accuracy and robustness of large language models in dental examinations: sensitivity analysis of question format and evaluation parameters

Andrea Atassi, Shachar Stewart, Carrie Brackenridge and Eliza Kamin

Federated learning for patient data privacy in dental artificial intelligence

Ana Rodríguez Yanes and Anarodriguez@infomed.sld.cu

Explainable artificial intelligence and clinician trust in dentistry: a contested claim

Ayu Hidayat and Sari Nasution

Untreated dental caries in children and adolescents: a cross-sectional analysis of sociodemographic correlates and an explainable machine-learning model

Rigel Ramirez Fritze and Rigelramirezf1021@gmail.com

A framework for natural language processing of electronic dental records

Leodanis Hernández Cabrera, Leodanishernandezcabrera1@gmail.com, Maikro Osvaldo Chávez Moya, Maikroilv@gmail.com, Neisy Pérez Ramos and Neisyperezramos@gmail.com

Edge computing, Internet of Things and cybersecurity in the deployment of dental artificial intelligence

Diana Anselmo and Stacey Estefan

Accuracy of artificial intelligence for dental age and sex estimation from panoramic radiographs: a systematic review

Zuzel Salazar Duany, Tamara Torres Fernández, Yoandra Muro Valle, Jaquelin Virginia Junco Arevalo and Jhossmar Cristians Auza-Santivañez

Diagnostic accuracy of deep learning for detecting periapical lesions on radiographs and cone-beam computed tomography: a systematic review

Sandra Ivette López Romo, Olga Peña Silva and Luis Fabián Enríquez Jácome

2025

Deep learning segmentation of the mandibular canal on cone-beam computed tomography: a systematic review

Greta Cordovi Vallongo, Gretacordovi@gmail.com and Youris Samón Mayan

Privación y baja actividad dental persistente del Servicio Nacional de Salud en los distritos de Inglaterra

Jane E Wainwright and Jewainwright3@gmail.com

Generative artificial intelligence for synthetic dental data: opportunities, privacy, and validation

Nairobi Hernández Bridon and Nairobi25hb@gmail.com

Health economic evaluation of artificial intelligence in dentistry

Rolando Eslava Zapata, Rolandoa.eslavaz@unilibre.edu.co, Rómulo Esteban Montilla, Rmontilla@stmarytx.edu, Edixon Chacón Guerrero and Echaconguerrer@stmarytx.edu

Artificial intelligence for oral health in low- and middle-income countries: mobile health, teledentistry, and frugal innovation

Ana María Chaves Cano and Anamacano25@gmail.com

Machine learning models for dental caries risk prediction: a systematic review with risk-of-bias appraisal

Yivelin Fernandez Queija, Yivelin@infomed.sld.cu, Ernesto Learsys Campello Trujillo, Ernestocampello@infomed.sld.cu, Lourdes Hernandez Cuetara and Luly@infomed.sld.cu

Geographic and gender diversity in dental artificial-intelligence research authorship: a bibliometric analysis

Zuzel Salazar Duany, Tamara Torres Fernández, Yoandra Muro Valle, Jaquelin Virginia Junco Arevalo and Jhossmar Cristians Auza-Santivañez

Inteligencia artificial para el cribado de osteoporosis en radiografías panorámicas dentales: una revisión sistemática

Neisy Pérez Ramos and Neisyperezramos@gmail.com

Energy and carbon cost of training dental image classifiers: how model size affects efficiency

Leodanis Hernández Cabrera, Leodanishernandezcabrera1@gmail.com, Maikro Osvaldo Chávez Moya, Maikroilv@gmail.com, Neisy Pérez Ramos and Neisyperezramos@gmail.com

Un marco de adherencia de reporte para estudios odontológicos de inteligencia artificial: un análisis automatizado de minería de texto

Ana Rodríguez Yanes and Anarodriguez@infomed.sld.cu

Artificial intelligence in implant dentistry: diagnostic performance, prediction, and design optimization

Jadier Wong Silva and Maria Isabel Brusca

Clearance pathways and intended uses of FDA-authorized artificial intelligence devices in dentistry, 2018-2025

Rigel Ramirez Fritze and Rigelramirezf1021@gmail.com

Predictive performance of gradient boosting, random forest, and logistic regression for periodontitis in adults in the United States

Maria Fernanda Escalante Freitez and Mafefreitez@gmail.com

Do patients consent to the use of their panoramic radiographs for AI training? Ethical and clinical implications in dentistry

Youris Samón Mayán, Ana Rodríguez Yanes, Yivelin Fernández Queija, Lourdes Hernández Cuétara and Arlin Castro Diaz

Artificial intelligence integrated with CAD/CAM for automated design of dental restorations

Rigel Ramirez Fritze, Rigelramirezf1021@gmail.com, Arlin Castro Diaz and Arlincastrodiaz02@gmail.com

Artificial intelligence in dental education: applications, evidence and curricular challenges

Maylon Felix Guerra Reyes, Guerramaylon6@gmail.com, Ernesto Learsys Campello Trujillo and Ernestocampello@infomed.sld.cu

How is artificial intelligence implemented in dentistry, and what are its applications, performance, and benefits compared to traditional methods in recent studies?

Rohan Sharma, Dewi Lestari, Ahmad Rizky Pratama and Arjun Patel

Ethics, bias and regulation of artificial intelligence in dentistry

Youris Samón Mayan and Marta María Capote Fernández

Deep learning for tooth segmentation in cone-beam computed tomography: a systematic review

Maria Fernanda Escalante Freitez and Mafefreitez@gmail.com

Critical and Structured Analysis of AI Development in Dentistry

Marta González Herrera, Jany Murguia Martínez and Felipe Andrade Santos

Social determinants and machine learning prediction of complete tooth loss in older adults across United States counties

Rómulo Esteban Montilla, Rmontilla@stmarytx.edu, Rolando Eslava Zapata, Rolandoa.eslavaz@unilibre.edu.co, Edixon Chacón Guerrero and Echaconguerrer@stmarytx.edu

Robustness of a deep-learning dental radiograph classifier to compression and resolution loss for teledentistry

Nairobi Hernández Bridon and Nairobi25hb@gmail.com

A gene expression signature for periodontitis and its cross-cohort validation in public transcriptomic datasets

Flor M Escalante Freitez and Drflorescalante@gmail.com

Accuracy of automated cephalometric landmark detection with artificial intelligence: a systematic review

Melissa Castillo Jimenez, Melissacj981223@gmail.com, Maylon Felix Guerra Reyes and Guerramaylon6@gmail.com

Artificial intelligence for dental diagnosis and decision support in Latin America

Jadier Wong Silva, Arian González Cruz and Jhossmar Cristians Auza Santiváñez

Diagnostic accuracy of artificial intelligence for detecting periodontal bone loss on dental radiographs: a systematic review

Arlin Castro Diaz and Arlincastrodiaz02@gmail.com

Diagnostic accuracy of deep learning for detecting dental caries on bitewing and periapical radiographs: a systematic review

Greta Cordovi Vallongo and Marta María Capote Fernández

Artificial Intelligence in Dentistry: Toward a New Architecture of Clinical Knowledge

Thalia Garcia Contino