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.
中文翻譯
創建一張 Nature Biomedical Engineering / NeurIPS 風格的醫學 AI 方法圖,橫向 3:2(1536×1024),柔和的文獻科學配色與極簡學術版式。
圖標題:“用於臨牀決策支持的多模態基礎模型”。
佈局:從左到右的方法流程,分三個橫向條帶,面板標註 A–C。
A. 左側爲輸入:小巧幹淨的圖標和帶標籤的卡片“放射影像”“病理切片”“EHR 序列”“檢驗數值”“基因組學”。使用細緻的圓角矩形。
B. 中間爲架構:五個模態編碼器匯入中央的淺青色模塊“共享臨牀表徵”;包含小模塊“對比對齊”“缺失模態掩碼”“時間注意力”。添加細箭頭和跳躍連接。
C. 右側爲輸出:三個任務頭“診斷”“風險評分”“治療響應”,帶小型校準概率條。在下方添加一個內嵌圖“外部驗證”,顯示兩個醫院圖標和一條標註爲“站點遷移”的箭頭。
風格要求:柔和的 Nature/Science 配色(低飽和青色、灰藍色、鼠尾草綠、暖沙色、珊瑚色點綴),白色背景,精確的類矢量箭頭,僅使用剋制的陰影,標籤清晰可讀,大量留白,無未來感 HUD,無臨牀血腥,無真實醫院 logo,無水印。