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

AI-assisted orthodontic treatment planning pipeline for clear aligners with dual-agent deep learning and 4D staging simulation.

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.

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.

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.

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.

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.

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.

DentalCare_AI is a research backed dental intelligence and oral health education platform. Built on evidence based dentistry and clinical practice guidelines, it provides oral disease information, dental assessments, emergency recognition, treatment references, printable reports with privacy first local processing. Fully offline-capable. share it.

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