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Vit Base Patch16 224 In21k Covid 19 Ct Scans
基於ViT架構的COVID-19肺部CT掃描圖像分類模型，用於區分檢測到COVID-19與未檢測到的CT掃描
Downloads 37
Release Time : 1/7/2023
Model Overview
該模型是基於google/vit-base-patch16-224-in21k微調而成的二元分類模型，專門用於分析肺部CT掃描圖像，判斷是否存在COVID-19感染。
Model Features
高準確率
在評估集上達到94%的準確率，表現優異
精確分類
精確率達到0.9855，能有效減少誤診
高效訓練
僅需3輪訓練即可達到良好效果
Model Capabilities
CT掃描圖像分析
COVID-19檢測
醫療影像分類
Use Cases
醫療診斷
COVID-19輔助診斷
通過分析肺部CT掃描圖像輔助醫生診斷COVID-19
準確率94%，F1分數0.9379
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