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Vit Base Xray Pneumonia Lcbsi
基於ViT架構的X光肺炎檢測模型，在特定數據集上微調後準確率達97.73%
Downloads 28
Release Time : 12/14/2022
Model Overview
該模型是基於Vision Transformer(ViT)架構的醫學影像分析模型，專門用於從胸部X光片中檢測肺炎症狀。
Model Features
高準確率
在驗證集上達到97.73%的分類準確率
基於ViT架構
採用Vision Transformer架構，適合處理醫學影像
微調優化
在基礎模型上進行針對性微調，提升特定任務表現
Model Capabilities
胸部X光片分析
肺炎症狀檢測
醫學影像分類
Use Cases
醫療診斷
肺炎輔助診斷
幫助醫生從胸部X光片中識別肺炎症狀
驗證準確率達97.73%
醫學影像篩查
用於大規模胸部X光片的初步篩查
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