Python常用医疗AI库以及案例解析（场景化进阶版）
📊 框架应用拓扑图用例
#mermaid-svg-lZ1J5KCaVWBV2kAu {font-family:\"trebuchet ms\",verdana,arial,sans-serif;font-size:16px;fill:#333;}#mermaid-svg-lZ1J5KCaVWBV2kAu .error-icon{fill:#552222;}#mermaid-svg-lZ1J5KCaVWBV2kAu .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-lZ1J5KCaVWBV2kAu .edge-thickness-normal{stroke-width:2px;}#mermaid-svg-lZ1J5KCaVWBV2kAu .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-lZ1J5KCaVWBV2kAu .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-lZ1J5KCaVWBV2kAu .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-lZ1J5KCaVWBV2kAu .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-lZ1J5KCaVWBV2kAu .marker{fill:#333333;stroke:#333333;}#mermaid-svg-lZ1J5KCaVWBV2kAu .marker.cross{stroke:#333333;}#mermaid-svg-lZ1J5KCaVWBV2kAu svg{font-family:\"trebuchet ms\",verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-lZ1J5KCaVWBV2kAu .label{font-family:\"trebuchet ms\",verdana,arial,sans-serif;color:#333;}#mermaid-svg-lZ1J5KCaVWBV2kAu .cluster-label text{fill:#333;}#mermaid-svg-lZ1J5KCaVWBV2kAu .cluster-label span{color:#333;}#mermaid-svg-lZ1J5KCaVWBV2kAu .label text,#mermaid-svg-lZ1J5KCaVWBV2kAu span{fill:#333;color:#333;}#mermaid-svg-lZ1J5KCaVWBV2kAu .node rect,#mermaid-svg-lZ1J5KCaVWBV2kAu .node circle,#mermaid-svg-lZ1J5KCaVWBV2kAu .node ellipse,#mermaid-svg-lZ1J5KCaVWBV2kAu .node polygon,#mermaid-svg-lZ1J5KCaVWBV2kAu .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-lZ1J5KCaVWBV2kAu .node .label{text-align:center;}#mermaid-svg-lZ1J5KCaVWBV2kAu .node.clickable{cursor:pointer;}#mermaid-svg-lZ1J5KCaVWBV2kAu .arrowheadPath{fill:#333333;}#mermaid-svg-lZ1J5KCaVWBV2kAu .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-lZ1J5KCaVWBV2kAu .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-lZ1J5KCaVWBV2kAu .edgeLabel{background-color:#e8e8e8;text-align:center;}#mermaid-svg-lZ1J5KCaVWBV2kAu .edgeLabel rect{opacity:0.5;background-color:#e8e8e8;fill:#e8e8e8;}#mermaid-svg-lZ1J5KCaVWBV2kAu .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-lZ1J5KCaVWBV2kAu .cluster text{fill:#333;}#mermaid-svg-lZ1J5KCaVWBV2kAu .cluster span{color:#333;}#mermaid-svg-lZ1J5KCaVWBV2kAu div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\"trebuchet ms\",verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-lZ1J5KCaVWBV2kAu :root{--mermaid-font-family:\"trebuchet ms\",verdana,arial,sans-serif;} MONAI
SimpleITK Biopython
scanpy PyTorch
scikit-learn LLaVA-Med
Transformers FHIR
FastAPI Flower
PySyft 医学图像处理 生物信息学 模型训练 多模态分析 数据交换 隐私保护 部署应用
