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dental-ai-clinical-decision-support – AI Model by Wildstash | AlphaNeural AI
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dental-ai-clinical-decision-support
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transformers
safetensors
structured treatment planning
structured output
supervised fine tuning
sft
dental
dentistry
dental ai
clinical decision support
diagnosis
treatment planning
evidence based
endodontics
periodontics
oral surgery
prosthodontics
orthodontics
pediatric dentistry
differential diagnosis
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Dental AI for Clinical Decision Support
Chat assistant for structured treatment planning and clinical decision support (SFT)
Open source model for evidence‑based dental decision support and chairside guidance.
🏆 Awards
Winner: Most Useful Fine‑Tune (OpenAI Open Model Hackathon) — see Devpost:
https://devpost.com/software/dental-assessment-gpt
Structured output
Differential diagnosis
Management plan
Antibiotics and dosing (if indicated)
Follow-up protocol
Quick guide (read this)
What it is: Chat assistant for structured treatment planning and clinical decision support (SFT).
What it covers: endodontics, periodontics, oral surgery, prosthodontics, ortho, pediatrics.
Why trust it: trained on 2,494 expert‑validated synthetic cases; guideline‑aligned.
How to use: provide patient context (age, vitals, symptoms, exam); ask for differential, management, abx, follow‑up.
Safety: HIPAA‑friendly (no real patient data); outputs assist, not replace, clinical judgment.
Dataset statistics
2,494 cases; multi‑specialty coverage; structured JSON (presentation → assessment → plan).
Source:
Wildstash/dental-2.5k-instruct
.
Key features
Comprehensive dental coverage; evidence‑based plans; guideline adherence; step‑wise reasoning.
Training details
Method: LoRA (PEFT), 4‑bit; base: 20B decoder.
Optimizations: grad checkpointing; mixed precision; multi‑GPU.
Expert validation
Practicing dentists graded sample cases; refined to improve plausibility and completeness.
