DrGait: Biomechanically Grounded Visual Reasoning for Interpretable Clinical Gait Analysis

arXiv:2609.28796 · cs.CV, cs.AI · Submitted 2026-09-23 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-09-23

Updated: 2026-09-23

Terminology

• Verification — 50× in this paper · explained in 2 episodes
• Alignment — 44× in this paper · explained in 1 episode
• Accuracy — 33× in this paper · explained in 1 episode
• Trace — 12× in this paper · explained in 2 episodes
• Hallucination — 9× in this paper · explained in 3 episodes
• Interpretability — 6× in this paper · explained in 15 episodes
• Ablation — 5× in this paper · explained in 1 episode
• Core — 5× in this paper · explained in 2 episodes
• Aggregation — 4× in this paper · explained in 1 episode
• Grounding — 4× in this paper · explained in 3 episodes
• Ablation Studies — 3× in this paper · explained in 1 episode
• Agentic Framework — 3× in this paper · explained in 6 episodes
• Transformer — 3× in this paper · explained in 2 episodes
• Vision-Language Model — 3× in this paper
• Adaptation — 2× in this paper · explained in 1 episode
• Benchmark — 2× in this paper · explained in 2 episodes
• Chain-of-Thought Prompting — 2× in this paper · explained in 2 episodes
• Fine-Tuning — 2× in this paper · explained in 5 episodes
• Vision-Language Models (VLMs) — 2× in this paper · explained in 6 episodes
• Adam — 1× in this paper · explained in 2 episodes
• Agentic AI — 1× in this paper · explained in 1 episode
• Analyzer — 1× in this paper · explained in 1 episode
• Current DrGait Triage-Verification-Synthesis — 1× in this paper
• Fidelity — 1× in this paper · explained in 2 episodes
• Foundation Model — 1× in this paper · explained in 3 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes
• Instruction Tuning — 1× in this paper · explained in 2 episodes
• LLM-as-a-Judge — 1× in this paper · explained in 3 episodes
• Pruning — 1× in this paper · explained in 4 episodes
• Scaffolding — 1× in this paper · explained in 3 episodes
• Semantic Similarity — 1× in this paper · explained in 2 episodes
• Semantic Understanding — 1× in this paper · explained in 2 episodes
• Task Planning — 1× in this paper · explained in 2 episodes
• Training-Free Framework — 1× in this paper · explained in 2 episodes

Sources

• AGIR: Assessing 3D Gait Impairment with Reasoning based on LLMs
• RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation
• GaitGL: Learning Discriminative Global-Local Feature Representations for Gait Recognition

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