Research
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Scanned: 4202
Evaluated: 821
Selected: 129

 
    DENTAL   

Mde25-002

DentaCoPilot: An LLM-Augmented Next-Procedure Recommender for General Dentistry, Designed for Dentist Augmentation

Quote: Conclusion Prompt-conditioning a small LLM on a classical baselines top-K is the most cost-effective LLM design we tested for next-procedure recommendation, and the design preserves the augmentation features that distinguish the system from an autonomous classifier. Real-world external validity for the task is established on the public MEPS corpus; a pre-registered clinician-in-the-loop evaluation at the KLE Vishwanath Katti Institute of Dental Sciences (Belgaum, India) and CDT-level multi-institutional validation (gated behind institutional data-use agreements) are the next stage of work.
Abstract: https://www.medrxiv.org/content/10.64898/2026.05.07.26352635v3
Full Text: https://www.medrxiv.org/content/10.64898/2026.05.07.26352635v3.full-text
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Search Authors: Carson Conception Rodrigues Steffie Dione Rebello, 
    DENTAL   

Mde25-004

The use of generative artificial intelligence applications by undergraduate dental students

Abstract: https://www.medrxiv.org/content/10.64898/2026.05.25.26353910v1
Full Text: https://www.medrxiv.org/content/10.64898/2026.05.25.26353910v1.full-text
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Search Authors: Mario Brondani Jonathan Rafael Garbim Shimae Soheilipour Vincent Lee, 
    DENTAL   

Mde25-006

Estimating Lifetime Periodontal Burden Under Informative Tooth Loss

Abstract: https://www.medrxiv.org/content/10.64898/2026.05.27.26354300v1
Full Text: https://www.medrxiv.org/content/10.64898/2026.05.27.26354300v1.full-text
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Search Authors: Kym M McCormick Gina Guzzo Najith Amarasena, 
    DENTAL   

Mde25-007

Cross-Sectional Measures of Periodontal Severity: Distortion from Severity-Dependent Tooth Loss

Quote: Conclusions Cross-sectional summaries of periodontitis reflect disease among surviving teeth rather than cumulative damage across teeth originally at risk. Attenuation at older ages is consistent with depletion of the most severely affected teeth rather than biological slowing. Distortion varies by measure, with higher-threshold and mean-based indices most affected, whereas the CAL #8805;3 mm threshold provides a more stable basis for age comparisons.
Abstract: https://www.medrxiv.org/content/10.64898/2026.05.27.26354277v1
Full Text: https://www.medrxiv.org/content/10.64898/2026.05.27.26354277v1.full-text
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Search Authors: Kym M. McCormick Najith Amarasena Gina Guzzo Sonia Nath Lisa Jamieson, 
    BRAIN    DENTAL    PAIN   

Mde25-008

Personalized Brain-Based Analgesia Detection with Portable fNIRS and AI

Quote: Neuroimaging-based pain decoding faces two underappreciated challenges: between-subject variability that prevents classifiers from generalizing across patients, and within-session cross-validation designs that inflate reported accuracy by conflating within- and between-person variance. Here we address both using portable functional near-infrared spectroscopy (fNIRS) during pharmacologically verified local nerve anesthesia.
Abstract: https://www.medrxiv.org/content/10.64898/2026.05.20.26353377v1
Full Text: https://www.medrxiv.org/content/10.64898/2026.05.20.26353377v1.full-text
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Search Authors: Cristian Minoccheri Pangyu Joo Xiao-Su Hu Hafsa Affendi Fadi Elayyan Angeline Harville Neville J. McDonald Tatiana Botero Alexandre F. DaSilva, 
    DENTAL   

Mde25-009

Friction in Orthodontics Revisited: A Scoping Review and Meta-Analysis Challenging the Friction-Driven Paradigm: Evidence for Binding-Dominated Resistance to Sliding

Quote: Conclusions High-level clinical evidence does not support the long-held assumption that reducing friction accelerates orthodontic tooth movement. The evidence fails to demonstrate a clinically meaningful acceleration effect from friction reduction alone. Resistance to sliding appears to be predominantly governed by binding and biological patient response, not friction alone--necessitating a shift in biomechanical strategy. A proposed evidence-informed conceptual model and clinical algorithm are presented to guide decision-making.
Abstract: https://www.medrxiv.org/content/10.64898/2026.05.05.26352383v1
Full Text: https://www.medrxiv.org/content/10.64898/2026.05.05.26352383v1.full-text
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Search Authors: Maen Mahfouz Eman Alzaben, 
    DENTAL   

Mde25-010

Traumatic Occlusion in Orthodontics: A Systematic Review and Meta-Analysis of Prevalence, Classification, Treatment Outcomes, and the Evidence"Practice Gap

Quote: Akerly Type II is the dominant deep overbite pattern; orthodontic intrusion effectively reduces overbite by approximately 3 mm; immediate light-force repositioning is comparable to splinting in success and superior in efficiency. However, the disconnect between high clinical efficacy (e.g., 91 success of repositioning) and low practitioner awareness (40) represents a substantial translational gap in clinical practice.
Abstract: https://www.medrxiv.org/content/10.64898/2026.05.02.26352281v1
Full Text: https://www.medrxiv.org/content/10.64898/2026.05.02.26352281v1.full-text
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Search Authors: Maen Mahfouz Eman Alzaben, 

  Javilk's Research Links for Week 25
Updated 06/27/2026-03:36:32 AM
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