Curated list of research papers, datasets, tools, and resources on Artificial Intelligence in Dentistry.
Which LLMs can a dentist trust? A reproducible benchmark of language models on clinical dental knowledge, with clinician-verified rubrics across 6 domains. Part of Periospot.
End-to-end HRNet for cephalometric landmark detection — clean CLI, multi-annotator support, full evaluation pipeline
AI Skills for Dentists - Research critique, clinical evidence review, and content creation tools for Claude Desktop and Codex
Semi-autonomous SLM lifecycle skill tree for Claude Code TUI — corpus → trained → published in one session, one human gate. PoC by Nexless. Live case study: Nexless/dental-ai-research-slm-0m on HuggingFace.
AI-assisted orthodontic treatment planning pipeline for clear aligners with dual-agent deep learning and 4D staging simulation.
Sistema de detección de 14 anomalías dentales con IA usando YOLOv8 - Herramienta web interactiva para asistir a odontólogos en el análisis de radiografías panorámicas. Incluye aplicación web con Streamlit, visualización interactiva y generación de reportes PDF.
A deep learning platform for systemic disease screening via dental radiographs in undeserved communities.
AI-powered dental insurance assistant that estimates coverage, approval likelihood, and patient costs using structured logic + LLM-style reasoning.
An intelligent deep learning application for automatic teeth segmentation in panoramic dental X-rays. Uses UNet++ with ResNet50 encoder for high-accuracy detection. Built with Streamlit for easy clinical use, providing real-time visual feedback and overlay analysis.
RootSense AI is an intelligent dental diagnostic platform featuring AI-powered pathology detection, high-fidelity clinical simulations, and automated patient record management for next-gen dentistry.
Multi-label study design classifier for PubMed dental abstracts, enabling triage by automatically categorizing dental evidence according to study design (e.g., randomized trials, observational studies, reviews) to support evidence-based decision making.
Panoramik radyografi tespiti için yapay zeka destekli diş röntgeni analiz asistanı
Two-stage YOLO pipeline for automated dental analysis on panoramic X-rays - tooth detection & enumeration followed by pathology diagnosis (caries, periapical lesions, impacted teeth) using DENTEX dataset.
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