Create a Nature Biomedical Engineering / NeurIPS medical-AI method figure, landscape 3:2 (1536×1024), soft literature-science colors and minimal academic layout.
Figure title: "Multimodal foundation model for clinical decision support".
Layout: a left-to-right method pipeline with three horizontal bands and panel labels A–C.
A. Inputs on the left: small clean icons and labeled cards "Radiology image", "Pathology tile", "EHR sequence", "Lab values", "Genomics". Use subtle rounded rectangles.
B. Middle architecture: five modality encoders feeding into a central pale-teal block "Shared clinical representation"; include small modules "contrastive alignment", "missing-modality mask", "temporal attention". Add thin arrows and skip connections.
C. Outputs on the right: three task heads "diagnosis", "risk score", "treatment response" with small calibrated probability bars. Add a lower inset "external validation" showing two hospital icons and an arrow labeled "site transfer".
Style requirements: soft Nature/Science palette (muted teal, dusty blue, sage green, warm sand, coral accents), white background, precise vector-like arrows, modest shadows only, readable labels, lots of whitespace, no futuristic HUD, no clinical gore, no real hospital logos, no watermark.
中文译文
创建一张 Nature Biomedical Engineering / NeurIPS 风格的医学 AI 方法图,横向 3:2(1536×1024),柔和的文献科学配色与极简学术版式。
图标题:“用于临床决策支持的多模态基础模型”。
布局:从左到右的方法流程,分三个横向条带,面板标注 A–C。
A. 左侧为输入:小巧干净的图标和带标签的卡片“放射影像”“病理切片”“EHR 序列”“检验数值”“基因组学”。使用细致的圆角矩形。
B. 中间为架构:五个模态编码器汇入中央的浅青色模块“共享临床表征”;包含小模块“对比对齐”“缺失模态掩码”“时间注意力”。添加细箭头和跳跃连接。
C. 右侧为输出:三个任务头“诊断”“风险评分”“治疗响应”,带小型校准概率条。在下方添加一个内嵌图“外部验证”,显示两个医院图标和一条标注为“站点迁移”的箭头。
风格要求:柔和的 Nature/Science 配色(低饱和青色、灰蓝色、鼠尾草绿、暖沙色、珊瑚色点缀),白色背景,精确的类矢量箭头,仅使用克制的阴影,标签清晰可读,大量留白,无未来感 HUD,无临床血腥,无真实医院 logo,无水印。