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CCD
[ACL 2026] 📷 CCD: Mitigating Hallucinations in Radiology MLLMs via Clinical Contrastive Decoding — A flexible, plug-and-play toolkit for various radiology MLLM backbones, further boosting overall per
13stars
2forks
Python
chest-xrayscontrastive-decodinghallucination-mitigationmcp-servermedical-image-analysisminimum-viable-productmultimodal-large-language-modelsradiology-report-generationvisual-question-answering
Quality signals
StaleNo testsNo CIThin docsNo licenseNew
InstallMCPInstall as a Claude Code skill
Universal installANY TOOL
$ npx skillcity@latest X-iZhang/CCDAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Or install manually
# Install into ~/.claude/skills/ mkdir -p ~/.claude/skills/ccd curl -fsSL https://raw.githubusercontent.com/X-iZhang/CCD/main/README.md -o ~/.claude/skills/ccd/SKILL.md
Loading README…
Ask a simulated agent to run this skill. It loads the real SKILL.md and reasons over your task with NVIDIA.
ccd — sandboxAI sandbox
Pick a quick prompt below or type your own — watch the agent execute this skill step by step.
guest@skillcity:~$Try a prompt