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martes, 28 de abril de 2026

Anesthetic Synergy in Dentistry: Practical Guide

Dental Anesthesia

Anesthetic synergy in dentistry refers to the combined use of local anesthetics and adjunctive agents to enhance analgesic efficacy, prolong duration, and reduce toxicity. This concept is increasingly relevant in modern dental practice, particularly in pediatric and surgical settings.

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This article provides an updated, evidence-based analysis of mechanisms, pharmacological combinations, clinical applications, and safety considerations, emphasizing rational drug selection and patient-centered care.

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Definition
Anesthetic synergy in dentistry is defined as the pharmacodynamic interaction between two or more agents that results in a greater anesthetic effect than the sum of their individual effects. This may involve local anesthetics, vasoconstrictors, buffering agents, and systemic adjuncts, each contributing to enhanced clinical efficacy.

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Mechanisms of Synergy

1. Pharmacodynamic Synergy
▪️ Interaction at different molecular targets (e.g., sodium channel blockade + vasoconstriction)
▪️ Enhanced nerve conduction blockade

2. Pharmacokinetic Synergy
▪️ Vasoconstrictors (e.g., epinephrine) reduce systemic absorption
▪️ Increased duration and depth of anesthesia

3. Tissue Environment Modulation
▪️ Buffering agents (e.g., sodium bicarbonate) increase pH
▪️ Improved onset time in acidic, inflamed tissues

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Common Synergistic Combinations

1. Local Anesthetic + Vasoconstrictor
▪️ Example: Lidocaine 2% with epinephrine 1:100,000
▪️ Additional examples:
- Articaine 4% with epinephrine 1:100,000
- Mepivacaine 2% with levonordefrin 1:20,000
▪️ Benefits:
- Prolonged duration of anesthesia
- Reduced intraoperative bleeding
- Decreased systemic absorption and toxicity

2. Buffered Local Anesthetics
▪️ Example: Lidocaine 2% with epinephrine buffered with sodium bicarbonate (8.4%) in a 10:1 ratio
▪️ Additional examples:
- Articaine with epinephrine buffered chairside
▪️ Benefits:
- Faster onset of action
- Reduced pain during injection
- Improved efficacy in acidic/inflamed tissues

3. Combination of Local Anesthetics
▪️ Example: Lidocaine 2% (rapid onset) followed by bupivacaine 0.5% (long duration)
▪️ Additional examples:
- Articaine infiltration combined with bupivacaine nerve block
▪️ Benefits:
- Immediate anesthesia with prolonged postoperative analgesia
- Improved patient comfort after surgical procedures

4. Local Anesthetic + Systemic Adjuncts
▪️ Example: Ibuprofen (400–600 mg) administered preoperatively with local anesthesia
▪️ Additional examples:
- Acetaminophen combined with local anesthetic for multimodal analgesia
- Benzodiazepines (e.g., diazepam) for anxiolysis in selected patients
▪️ Benefits:
- Enhanced pain control through multimodal mechanisms
- Reduced intraoperative discomfort
- Lower anesthetic failure rates in inflammatory conditions

Synergistic Anesthetic Combinations

Combination Example Clinical Benefit
Local Anesthetic + Vasoconstrictor Lidocaine 2% + Epinephrine 1:100,000 Prolonged anesthesia and reduced bleeding
Buffered Anesthetic Lidocaine + Sodium Bicarbonate (10:1) Faster onset and less injection pain
Dual Anesthetic Technique Lidocaine (initial) + Bupivacaine (long-acting) Immediate effect with prolonged postoperative analgesia
Local + Systemic Analgesic Ibuprofen + Local Anesthetic Improved perioperative pain control

Clinical Tip: Always tailor combinations based on patient age, systemic condition, and procedural complexity to maximize safety and efficacy.


Clinical Applications
▪️ Pediatric dentistry (behavioral management and pain reduction)
▪️ Oral surgery (third molar extraction, implant placement)
▪️ Management of irreversible pulpitis
▪️ Patients with anxiety or low pain threshold

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Safety Considerations
▪️ Risk of local anesthetic systemic toxicity (LAST)
▪️ Careful calculation of maximum doses
▪️ Consideration of patient-specific factors (age, weight, comorbidities)
▪️ Avoidance of drug interactions

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💬 Discussion
The application of anesthetic synergy in dentistry represents a significant advancement in pain management. Evidence supports the use of vasoconstrictors and buffering techniques to enhance anesthetic performance, particularly in challenging clinical conditions such as inflamed tissues. However, the indiscriminate combination of agents may increase the risk of adverse effects. Therefore, clinicians must rely on evidence-based protocols and pharmacological knowledge to maximize benefits while minimizing risks.

✍️ Conclusion
Anesthetic synergy in dentistry enhances the efficacy, duration, and predictability of local anesthesia, contributing to improved patient outcomes. Its rational application requires a thorough understanding of drug interactions, mechanisms, and safety profiles.

🎯 Recommendations
▪️ Use vasoconstrictor-containing anesthetics when not contraindicated
▪️ Consider buffering techniques to improve onset and comfort
▪️ Tailor anesthetic combinations based on clinical scenario and patient factors
▪️ Monitor for signs of toxicity and adverse reactions
▪️ Follow evidence-based dosing guidelines

📚 References

✔ Becker, D. E., & Reed, K. L. (2012). Essentials of local anesthetic pharmacology. Anesthesia Progress, 59(2), 90–101. https://doi.org/10.2344/0003-3006-59.2.90
✔ Malamed, S. F. (2020). Handbook of Local Anesthesia (7th ed.). Elsevier.
✔ Meechan, J. G. (2011). Why does local anaesthesia not work every time? Dental Update, 38(7), 488–492. https://doi.org/10.12968/denu.2011.38.7.488
✔ Haas, D. A. (2002). An update on local anesthetics in dentistry. Journal of the Canadian Dental Association, 68(9), 546–551.
✔ Drum, M., Reader, A., Nusstein, J., & Beck, M. (2011). A prospective study of anesthetic efficacy. Journal of Endodontics, 37(4), 438–442. https://doi.org/10.1016/j.joen.2010.12.016

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lunes, 27 de abril de 2026

Perioral Infections in Children: Causes & Treatment

Perioral Infections

Perioral infections in children of dermatologic origin constitute a frequent yet often misdiagnosed group of conditions affecting the skin surrounding the oral cavity. These include perioral dermatitis, impetigo, herpes simplex infections, and candidiasis, among others.

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This article provides an updated, evidence-based review focusing on definition, etiology, clinical features, and treatment approaches, excluding odontogenic causes, to improve diagnostic accuracy and therapeutic outcomes.

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Introduction
Dermatologic perioral infections in pediatric patients are commonly encountered in clinical practice and may mimic one another. Misinterpretation can lead to inappropriate treatments, such as unnecessary antibiotics or corticosteroid misuse, potentially worsening the condition. Understanding the distinct clinical patterns and etiologies is essential for effective management.

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Definition
Perioral dermatologic infections in children are defined as infectious or inflammatory conditions affecting the skin surrounding the mouth, primarily involving the lips, nasolabial folds, and perioral region. These conditions are typically non-odontogenic and may have bacterial, viral, fungal, or inflammatory origins.

Etiology

1. Inflammatory Conditions
▪️ Perioral dermatitis
- Frequently associated with topical corticosteroid use
- Triggered by irritants, fluorinated toothpaste, or cosmetics

2. Bacterial Infections
▪️ Impetigo (Staphylococcus aureus, Streptococcus pyogenes)
▪️ Secondary infections due to skin barrier disruption

3. Viral Infections
▪️ Herpes simplex virus type 1 (HSV-1)
▪️ Highly contagious, often recurrent

4. Fungal Infections
▪️ Candida albicans (especially in moist environments or immunocompromised children)

5. Predisposing Factors
▪️ Excessive salivation or lip licking
▪️ Poor skin hygiene
▪️ Use of occlusive creams
▪️ Immunosuppression

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Clinical Features
▪️ Perioral dermatitis: Erythematous papules, pustules, and scaling sparing the vermilion border
▪️ Impetigo: Honey-colored crusted lesions
▪️ Herpes simplex: Vesicles evolving into painful ulcers
▪️ Candidiasis: Erythematous plaques with possible satellite lesions

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Treatment

1. Perioral Dermatitis
▪️ Discontinuation of topical corticosteroids (first-line step)
▪️ Topical therapies: metronidazole, erythromycin
▪️ Oral antibiotics (e.g., erythromycin) in moderate to severe cases
▪️ Avoidance of irritants and fluorinated products if implicated

2. Impetigo
▪️ Topical antibiotics: mupirocin or fusidic acid
▪️ Oral antibiotics for extensive lesions (e.g., cephalexin)
▪️ Hygiene measures to prevent spread

3. Herpes Simplex Infection
▪️ Supportive care (hydration, pain control)
▪️ Acyclovir in early stages or severe presentations
▪️ Avoid direct contact during active lesions

4. Candidiasis
▪️ Topical antifungals (nystatin, clotrimazole)
▪️ Maintain dryness of affected area
▪️ Address underlying risk factors

5. General Supportive Care
▪️ Gentle skin cleansing
▪️ Avoidance of irritants and occlusive products
▪️ Patient and caregiver education

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💬 Discussion
Dermatologic perioral infections in children require a precise clinical approach due to overlapping features. The misuse of topical corticosteroids is a well-documented factor in the exacerbation of perioral dermatitis. Evidence supports a targeted therapy based on etiology, minimizing unnecessary systemic treatments. Increasing awareness among clinicians and caregivers is essential to reduce recurrence and complications.

✍️ Conclusion
Perioral dermatologic infections in children are diverse conditions requiring accurate diagnosis and etiology-specific management. Early recognition and appropriate treatment significantly improve outcomes while preventing chronicity and recurrence.

🎯 Recommendations
▪️ Avoid empirical corticosteroid use in undiagnosed perioral lesions
▪️ Promote early dermatologic evaluation in persistent cases
▪️ Educate caregivers on trigger avoidance and hygiene practices
▪️ Use evidence-based, etiology-specific therapies

📊 Differential Diagnosis: Perioral Dermatologic Conditions in Children

Condition Key Clinical Features Diagnostic Clues
Perioral dermatitis Papules, pustules, erythema sparing vermilion border History of corticosteroid use, chronic course
Impetigo Honey-colored crusts, superficial erosions Bacterial culture, rapid spread in children
Herpes simplex infection Grouped vesicles, painful ulcers Recurrent episodes, viral PCR
Angular cheilitis Fissures and erythema at lip commissures Associated with saliva, fungal/bacterial origin
Candidiasis Erythematous plaques, satellite lesions Fungal culture, immunocompromised status
📚 References

✔ Lipozencić, J., & Hadžavdić, S. L. (2014). Perioral dermatitis. Clinics in Dermatology, 32(1), 125–130. https://doi.org/10.1016/j.clindermatol.2013.05.033
✔ Bowen, A. C., Mahé, A., Hay, R. J., et al. (2015). The global epidemiology of impetigo. The Lancet Infectious Diseases, 15(8), 960–967. https://doi.org/10.1016/S1473-3099(15)00132-5
✔ Kimberlin, D. W. (2021). Herpes simplex virus infections. The Lancet, 398(10310), 1218–1230. https://doi.org/10.1016/S0140-6736(21)00416-7 Pappas, P. G., et al. (2016). Clinical practice guideline for candidiasis. Clinical Infectious Diseases, 62(4), e1–e50. https://doi.org/10.1093/cid/civ933
✔ Habif, T. P. (2016). Clinical Dermatology: A Color Guide to Diagnosis and Therapy (6th ed.). Elsevier.

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Orthodontic Research 2026: New Clinical Trends

Orthodontic

Recent advances in orthodontics highlight emerging clinical research lines focused on digitalization, biomaterials, and biological responses.

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These developments aim to improve treatment efficiency, predictability, and patient-centered outcomes. This article critically reviews the most relevant research trends in orthodontics for 2026, emphasizing their clinical implications and future directions.

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🔰 Introduction
Orthodontics is evolving toward a multidisciplinary, technology-driven field, integrating artificial intelligence, biomaterials science, and microbiological research. Contemporary investigations are no longer limited to tooth movement but extend to biological, digital, and systemic interactions.
Understanding these new clinical research lines (2026) is essential for clinicians seeking evidence-based and future-oriented practice.

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🔰 Emerging Clinical Research Lines in Orthodontics (2026)

1. Artificial Intelligence and Predictive Orthodontics
Recent studies focus on AI-driven treatment planning and biomechanical simulation, enabling:
▪️ Prediction of tooth movement trajectories
▪️ Automated treatment staging and evaluation
▪️ Integration of 3D imaging with clinical reasoning
AI frameworks are being developed to bridge anatomical data and biomechanical constraints, improving treatment predictability and efficiency.

2. Oral Microbiome and Biofilm in Orthodontic Therapy
A growing body of research evaluates the impact of orthodontic appliances on oral microbiota:
▪️ Clear aligners and fixed appliances influence biofilm composition and bacterial accumulation
▪️ Studies suggest differences in periodontal impact and microbial ecology between systems
👉 This line aims to reduce caries risk and periodontal complications during treatment.

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3. Bioactive and Antimicrobial Orthodontic Materials
Research is advancing toward bioactive materials with therapeutic properties, including:
▪️ Remineralizing agents to prevent white spot lesions
▪️ Antimicrobial coatings to reduce plaque accumulation
▪️ Protein-repellent surfaces
These materials are designed to actively interact with the oral environment, rather than being passive devices

4. 3D Printing and Advanced Aligner Materials
Innovations in additive manufacturing are driving:
▪️ Development of next-generation aligner polymers
▪️ Improved mechanical properties and durability
▪️ Exploration of biofilm-resistant materials
However, current evidence highlights the need for long-term clinical validation of material performance

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5. Photobiomodulation and Accelerated Orthodontics
Clinical trials are evaluating laser-based therapies to:
▪️ Reduce inflammation around mini-implants
▪️ Enhance tissue healing and stability
▪️ Potentially accelerate tooth movement
Randomized studies show reduced inflammatory markers and improved peri-implant health

6. Digital Twin Models and Synthetic Data in Orthodontics
Emerging research explores the use of:
▪️ Synthetic 3D dental datasets
▪️ Virtual patient simulations (digital twins)

These technologies aim to:
▪️ Improve AI training models
▪️ Enhance treatment simulation accuracy
▪️ Overcome limitations in clinical data availability

7. Personalized and Precision Orthodontics
A key trend is the shift toward:
▪️ Patient-specific biomechanics
▪️ Integration of genetic, anatomical, and behavioral data
▪️ Customization of force systems and appliances
This approach supports precision medicine in orthodontics, optimizing outcomes for individual patients.

🔰 Clinical Implications
▪️ Transition toward preventive and biologically guided orthodontics
▪️ Greater reliance on digital workflows and AI tools
▪️ Development of smart materials with therapeutic functions
▪️ Improved patient safety and treatment predictability

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💬 Discussion
The diversification of research lines reflects a transformation from mechanical orthodontics to biologically integrated care. While innovations such as AI and bioactive materials show promising results, many studies remain in vitro or in early clinical phases, limiting immediate clinical translation.
Furthermore, challenges persist regarding:
▪️ Standardization of methodologies
▪️ Ethical concerns in AI and data usage
▪️ Long-term validation of new materials and technologies
Thus, a cautious and evidence-based approach is required before widespread clinical adoption.

✍️ Conclusion
The new clinical research lines in orthodontics (2026) demonstrate a shift toward digital, biological, and personalized treatment paradigms. These innovations have the potential to significantly enhance clinical outcomes, efficiency, and patient experience, although further research is necessary to confirm their long-term effectiveness.

🎯 Recommendations
▪️ Monitor peer-reviewed evidence on emerging technologies
▪️ Incorporate validated digital tools into clinical workflows
▪️ Prioritize preventive strategies and bioactive materials
▪️ Ensure ethical compliance in AI-based systems
▪️ Engage in continuous professional education and research collaboration

📚 References

✔ Schwendicke, F., Samek, W., & Krois, J. (2020). Artificial intelligence in dentistry: Chances and challenges. Journal of Dental Research, 99(7), 769–774. https://doi.org/10.1177/0022034520915714
✔ Kunz, F., Stellzig-Eisenhauer, A., & Zeman, F. (2020). Artificial intelligence in orthodontics. European Journal of Orthodontics, 42(1), 52–58. https://doi.org/10.1093/ejo/cjz061
✔ Rouzi, A., Zhang, Y., et al. (2025). Impact of clear aligners on oral microbiome and oral health. Progress in Orthodontics.
✔ Harzivartyan, S., et al. (2025). Microbial colonisation on clear aligners. Orthodontics & Craniofacial Research.
✔ Liu, J., Li, L., Sun, X., & Zhang, Q. (2025). Effects of diode laser photobiomodulation on peri-implant inflammation. Clinical Oral Investigations.
✔ Zhang, K., et al. (2024). Bioactive orthodontic materials and enamel remineralization. Dental Materials, 40(2), 123–135.

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Fluoride Safety in Children: Myths & Facts 2026

Fluoride

Fluoride use in pediatric dentistry remains a cornerstone for caries prevention. However, misconceptions regarding toxicity and systemic risks persist.

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This article critically evaluates current evidence on fluoride safety in children, distinguishing myths from scientifically validated risks. Emphasis is placed on dose-dependent effects, fluorosis risk, and clinical safety protocols.

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Introduction
Dental caries continues to be one of the most prevalent chronic diseases in children worldwide. Fluoride-based interventions—including varnishes, gels, and fluoridated toothpaste—have demonstrated significant efficacy in reducing caries incidence. Despite this, public concern about fluoride toxicity has increased, often driven by misinformation rather than evidence-based data.

1. Mechanism of Action of Fluoride
Fluoride promotes enamel remineralization and inhibits bacterial metabolism by reducing acid production. Its primary benefit is topical, rather than systemic, reinforcing the importance of controlled application.

2. Common Myths vs Scientific Facts

▪️ Myth: Fluoride is toxic at any dose
Fact: Toxicity is dose-dependent; recommended levels are safe and effective.

▪️ Myth: Fluoride causes systemic diseases
Fact: There is no consistent high-quality evidence linking optimal fluoride exposure to systemic pathology.

▪️ Myth: Children should avoid fluoride
Fact: Controlled exposure is essential for caries prevention, especially in high-risk populations.

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3. Real Risks of Fluoride in Children

Dental Fluorosis
▪️ Occurs due to excess fluoride ingestion during enamel development
▪️ Typically mild and aesthetic (white opacities)

Acute Toxicity
▪️ Rare and associated with high-dose accidental ingestion
▪️ Symptoms: nausea, vomiting, abdominal pain

Chronic Overexposure
▪️ Uncommon in regulated environments
▪️ Requires prolonged intake above recommended levels

4. Safe Dosage and Clinical Guidelines
▪️ Toothpaste (1000–1450 ppm): smear layer (less than 3 years), pea-sized (3–6 years)
▪️ Fluoride varnish (5% NaF): 2–4 times/year in high-risk children
▪️ Supervised use is critical to minimize ingestion

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💬 Discussion
Current evidence strongly supports the safety and efficacy of fluoride in pediatric populations when used appropriately. The risk-benefit ratio clearly favors fluoride use, particularly in communities with high caries prevalence. Misinterpretation of toxicological data often leads to unnecessary avoidance, increasing caries risk. Clinicians must provide clear, evidence-based education to caregivers.

✍️ Conclusion
Fluoride is safe for children when used according to established guidelines. The benefits in caries prevention significantly outweigh the minimal risks, which are largely preventable through proper supervision and dosage control. Addressing myths with scientific evidence is essential to improve public health outcomes.

🎯 Recommendations
▪️ Educate parents on correct fluoride toothpaste use
▪️ Apply fluoride varnish in high-risk patients
▪️ Avoid unsupervised ingestion of fluoride products
▪️ Promote evidence-based communication to counter misinformation
▪️ Assess individual caries risk before prescribing fluoride regimens

📊 Summary Table: Professional Fluoride Treatments in Pediatric Dentistry

Treatment Type Clinical Benefits Considerations / Limitations
Fluoride Varnish (5% NaF) High efficacy, easy application, prolonged contact time Temporary discoloration, requires professional application
Fluoride Gel (APF 1.23%) Effective for remineralization, widely available Requires patient cooperation, risk of ingestion in young children
Fluoride Foam Lower ingestion risk compared to gels, efficient coverage Less evidence than varnish, technique-sensitive
Silver Diamine Fluoride (SDF 38%) Arrests caries effectively, non-invasive Causes black staining, aesthetic limitation
📚 References

✔ American Academy of Pediatric Dentistry. (2023). Fluoride therapy. The Reference Manual of Pediatric Dentistry. Chicago, IL: AAPD.
✔ Centers for Disease Control and Prevention. (2022). Community water fluoridation: Fluoride safety.
✔ Featherstone, J. D. B. (2000). The science and practice of caries prevention. Journal of the American Dental Association, 131(7), 887–899. https://doi.org/10.14219/jada.archive.2000.0307
✔ Iheozor-Ejiofor, Z., Worthington, H. V., Walsh, T., et al. (2015). Water fluoridation for the prevention of dental caries. Cochrane Database of Systematic Reviews, (6), CD010856. https://doi.org/10.1002/14651858.CD010856.pub2
✔ Marinho, V. C. C., Worthington, H. V., Walsh, T., & Clarkson, J. E. (2013). Fluoride varnishes for preventing dental caries in children and adolescents. Cochrane Database of Systematic Reviews, (7), CD002279. https://doi.org/10.1002/14651858.CD002279.pub2
✔ World Health Organization. (2017). Guidelines on the use of fluoride for caries prevention.

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domingo, 26 de abril de 2026

AI in Orthodontics: Clinical Applications & Future

AI in Orthodontics

The integration of artificial intelligence (AI) in orthodontics is transforming clinical practice by enabling enhanced diagnostic accuracy, predictive treatment planning, and workflow automation.

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Introduction
The incorporation of artificial intelligence in dentistry, particularly in orthodontics, represents a paradigm shift toward data-driven and precision-based treatment. AI systems, including machine learning (ML) and deep learning algorithms, are increasingly used to analyze large datasets, facilitating improved decision-making and clinical outcomes.
Given the growing demand for efficient and personalized orthodontic care, AI has emerged as a key technological driver in modern practice.

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Fundamentals of AI in Orthodontics

Core Technologies
▪️ Machine Learning (ML): Identifies patterns in clinical datasets
▪️ Deep Learning (DL): Processes complex imaging data such as CBCT and cephalometric radiographs
▪️ Neural Networks: Enable automated diagnosis and classification

Data Sources
▪️ Digital dental models
▪️ Cephalometric radiographs
▪️ Cone-beam computed tomography (CBCT)
▪️ Intraoral scans

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Clinical Applications

1. Automated Diagnosis
AI systems can detect:
▪️ Malocclusions
▪️ Skeletal discrepancies
▪️ Dental anomalies
These tools demonstrate high diagnostic accuracy comparable to experienced clinicians.

2. Cephalometric Analysis
▪️ Automated landmark identification
▪️ Reduced human error
▪️ Improved reproducibility

3. Treatment Planning
AI enables:
▪️ Simulation of tooth movement
▪️ Prediction of treatment outcomes
▪️ Optimization of aligner staging

4. Monitoring and Remote Care
▪️ Integration with mobile applications and cloud-based platforms
▪️ Continuous tracking of treatment progress
▪️ Early detection of deviations

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Clinical Implications
▪️ Improved efficiency and reduced chair time
▪️ Standardization of diagnostic protocols
▪️ Enhanced patient communication through visual simulations
▪️ Potential for minimizing treatment errors and refinements

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💬 Discussion
Despite its advantages, the implementation of AI in orthodontics presents several challenges. The quality and diversity of datasets significantly influence algorithm performance, raising concerns regarding bias and generalizability. Additionally, ethical considerations such as data privacy and informed consent must be addressed.
From a clinical perspective, AI should be considered a decision-support tool rather than a replacement for professional judgment. Current evidence suggests that while AI enhances diagnostic capabilities, clinician oversight remains essential to ensure safe and effective treatment.

✍️ Conclusion
The application of artificial intelligence in orthodontics is redefining clinical workflows by enabling more accurate diagnosis, predictive treatment planning, and personalized care. Although limitations persist, ongoing advancements indicate that AI will play a central role in the future of orthodontic practice.

🎯 Recommendations
▪️ Incorporate AI-based tools as adjuncts to clinical evaluation
▪️ Ensure continuous training and calibration in digital technologies
▪️ Evaluate scientific evidence before adopting AI systems
▪️ Address ethical and legal considerations, including data protection
▪️ Promote interdisciplinary collaboration between clinicians and data scientists

📚 References

✔ Schwendicke, F., Samek, W., & Krois, J. (2020). Artificial intelligence in dentistry: Chances and challenges. Journal of Dental Research, 99(7), 769–774. https://doi.org/10.1177/0022034520915714
✔ Kunz, F., Stellzig-Eisenhauer, A., & Zeman, F. (2020). Artificial intelligence in orthodontics: Evaluation of a fully automated cephalometric analysis using a convolutional neural network. European Journal of Orthodontics, 42(1), 52–58. https://doi.org/10.1093/ejo/cjz061
✔ Hajeer, M. Y., Millett, D. T., Ayoub, A. F., & Siebert, J. P. (2004). Applications of 3D imaging in orthodontics: Part I. Journal of Orthodontics, 31(1), 62–70. https://doi.org/10.1179/146531204225011346
✔ Jiang, F., Jiang, Y., Zhi, H., et al. (2017). Artificial intelligence in healthcare: Past, present and future. Stroke and Vascular Neurology, 2(4), 230–243. https://doi.org/10.1136/svn-2017-000101
✔ Park, J. H., Hwang, H. W., & Moon, J. H. (2019). Automated identification of cephalometric landmarks using deep learning. American Journal of Orthodontics and Dentofacial Orthopedics, 156(4), 575–584. https://doi.org/10.1016/j.ajodo.2019.02.028

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