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| <html lang="en"> | |
| <head> | |
| <meta charset="UTF-8"> | |
| <meta name="viewport" content="width=device-width, initial-scale=1.0"> | |
| <title>MedAdapt-SAM Final Workflow</title> | |
| <link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;600;700&display=swap" rel="stylesheet"> | |
| <style> | |
| :root { | |
| --bg-color: #7CA9E1; | |
| --stage-bg: rgba(255, 255, 255, 0.18); | |
| --title-yellow: #FFD966; | |
| --box-blue-start: #B4D4FF; | |
| --box-blue-end: #8EBAFF; | |
| --oval-blue: #C4E4FF; | |
| --db-green: #A2D9A2; | |
| --border-primary: #7092BE; | |
| --text-black: #000000; | |
| } | |
| * { | |
| box-sizing: border-box; | |
| margin: 0; | |
| padding: 0; | |
| } | |
| body { | |
| font-family: 'Inter', sans-serif; | |
| background-color: var(--bg-color); | |
| padding: 60px 40px; | |
| display: flex; | |
| flex-direction: column; | |
| align-items: center; | |
| min-height: 100vh; | |
| } | |
| .main-container { | |
| display: flex; | |
| flex-direction: column; | |
| align-items: center; | |
| gap: 40px; | |
| max-width: 1400px; | |
| width: 100%; | |
| } | |
| /* Top row layout */ | |
| .top-row { | |
| display: flex; | |
| align-items: center; | |
| justify-content: center; | |
| gap: 20px; | |
| width: 100%; | |
| flex-wrap: nowrap; | |
| } | |
| .stage { | |
| position: relative; | |
| background: var(--stage-bg); | |
| border: 2px dashed rgba(255, 255, 255, 0.6); | |
| border-radius: 12px; | |
| padding: 35px 15px 15px 15px; | |
| display: flex; | |
| flex-direction: column; | |
| gap: 10px; | |
| box-shadow: 0 12px 24px rgba(0, 0, 0, 0.1); | |
| min-width: 200px; | |
| } | |
| .stage-title { | |
| position: absolute; | |
| top: -15px; | |
| left: 50%; | |
| transform: translateX(-50%); | |
| background: var(--title-yellow); | |
| border: 1.5px solid #000; | |
| padding: 6px 20px; | |
| font-size: 0.85rem; | |
| font-weight: 700; | |
| white-space: nowrap; | |
| box-shadow: 0 4px 10px rgba(0, 0, 0, 0.15); | |
| color: var(--text-black); | |
| } | |
| .box { | |
| background: linear-gradient(to bottom, var(--box-blue-start), var(--box-blue-end)); | |
| border: 1.5px solid var(--border-primary); | |
| border-radius: 6px; | |
| padding: 10px; | |
| text-align: center; | |
| font-size: 0.8rem; | |
| font-weight: 600; | |
| color: var(--text-black); | |
| box-shadow: 0 2px 5px rgba(0, 0, 0, 0.08); | |
| } | |
| .oval { | |
| background: var(--oval-blue); | |
| border: 1.5px solid var(--border-primary); | |
| border-radius: 50px; | |
| padding: 6px 14px; | |
| font-size: 0.75rem; | |
| font-style: italic; | |
| text-align: center; | |
| color: var(--text-black); | |
| } | |
| .database-node { | |
| display: flex; | |
| flex-direction: column; | |
| align-items: center; | |
| padding: 10px; | |
| } | |
| .db-shape { | |
| width: 80px; | |
| height: 100px; | |
| background: linear-gradient(to bottom, #A2D9A2, #76C776); | |
| border: 2px solid #558B55; | |
| border-radius: 15px / 35px; | |
| display: flex; | |
| align-items: center; | |
| justify-content: center; | |
| text-align: center; | |
| font-weight: 700; | |
| font-size: 0.8rem; | |
| position: relative; | |
| margin-top: 15px; | |
| } | |
| .db-shape::before { | |
| content: ''; | |
| position: absolute; | |
| top: -12px; | |
| left: -2px; | |
| width: 100%; | |
| height: 24px; | |
| background: #A2D9A2; | |
| border: 2px solid #558B55; | |
| border-radius: 50%; | |
| } | |
| /* Flow elements */ | |
| .arrow-right { | |
| width: 40px; | |
| height: 20px; | |
| display: flex; | |
| align-items: center; | |
| justify-content: center; | |
| } | |
| .plus-sign { | |
| font-size: 1.8rem; | |
| font-weight: 900; | |
| color: #FFF; | |
| text-shadow: 0 2px 4px rgba(0, 0, 0, 0.2); | |
| padding: 0 10px; | |
| } | |
| .vertical-connector { | |
| height: 50px; | |
| display: flex; | |
| justify-content: center; | |
| align-items: center; | |
| } | |
| /* Bottom section refinement */ | |
| .bottom-section { | |
| width: 100%; | |
| display: flex; | |
| justify-content: center; | |
| } | |
| .output-flow { | |
| display: flex; | |
| align-items: center; | |
| justify-content: space-around; | |
| width: 100%; | |
| gap: 15px; | |
| background: rgba(255, 255, 255, 0.1); | |
| padding: 20px; | |
| border-radius: 15px; | |
| border: 2px solid rgba(255, 255, 255, 0.2); | |
| } | |
| .flow-step { | |
| display: flex; | |
| flex-direction: column; | |
| align-items: center; | |
| gap: 10px; | |
| flex: 1; | |
| } | |
| .flow-label { | |
| font-size: 0.65rem; | |
| font-weight: 800; | |
| color: #FFF; | |
| text-transform: uppercase; | |
| letter-spacing: 1.5px; | |
| opacity: 0.9; | |
| } | |
| .flow-arrow-container { | |
| display: flex; | |
| flex-direction: column; | |
| align-items: center; | |
| gap: 5px; | |
| } | |
| .flow-tag { | |
| font-size: 0.6rem; | |
| background: #000; | |
| color: #FFF; | |
| padding: 2px 8px; | |
| border-radius: 4px; | |
| font-weight: 700; | |
| } | |
| /* Specific ID styles */ | |
| #stage1 { | |
| background: transparent; | |
| border: none; | |
| box-shadow: none; | |
| min-width: 150px; | |
| } | |
| .row-group { | |
| display: flex; | |
| align-items: center; | |
| gap: 8px; | |
| } | |
| .line { | |
| height: 1.5px; | |
| background: #000; | |
| width: 15px; | |
| } | |
| @media (max-width: 1024px) { | |
| .top-row { | |
| flex-wrap: wrap; | |
| } | |
| } | |
| </style> | |
| </head> | |
| <body> | |
| <div class="main-container"> | |
| <!-- TOP SECTION: Stages 1-4 --> | |
| <div class="top-row"> | |
| <!-- Stage 1 --> | |
| <div id="stage1" class="stage"> | |
| <div class="stage-title">1. Data Collection</div> | |
| <div class="database-node"> | |
| <div class="db-shape">BraTS 2021<br>Dataset</div> | |
| </div> | |
| </div> | |
| <div class="arrow-right"> | |
| <svg width="40" height="20" viewBox="0 0 40 20"> | |
| <path d="M0 10h32M28 5l10 5-10 5" stroke="#FFF" stroke-width="3" fill="none" | |
| stroke-linecap="round" /> | |
| </svg> | |
| </div> | |
| <!-- Stage 2 --> | |
| <div class="stage"> | |
| <div class="stage-title">2. Pre-processing</div> | |
| <div class="row-group"> | |
| <div class="box" style="flex:1">Normalization</div> | |
| <div class="line"></div> | |
| <div class="oval" style="flex:1">Standardization</div> | |
| </div> | |
| <div class="row-group"> | |
| <div class="box" style="flex:1">Data Augmentation</div> | |
| <div class="line"></div> | |
| <div class="oval" style="flex:1">Rotate, Flip</div> | |
| </div> | |
| <div class="box">Resizing (256x256)</div> | |
| <div class="box">Mask Binarization</div> | |
| </div> | |
| <div class="arrow-right"> | |
| <svg width="40" height="20" viewBox="0 0 40 20"> | |
| <path d="M0 10h32M28 5l10 5-10 5" stroke="#FFF" stroke-width="3" fill="none" | |
| stroke-linecap="round" /> | |
| </svg> | |
| </div> | |
| <!-- Stage 3 --> | |
| <div class="stage" style="min-width: 220px;"> | |
| <div class="stage-title">3. Prompt Engineering</div> | |
| <div class="box">Box Prompts</div> | |
| <div class="box">Point Prompts</div> | |
| <div class="box">Hybrid Strategy</div> | |
| <div class="box">Uncertainty-Guided</div> | |
| </div> | |
| <div class="plus-sign">+</div> | |
| <!-- Stage 4 --> | |
| <div class="stage" style="min-width: 220px;"> | |
| <div class="stage-title">4. Core Architecture</div> | |
| <div class="box">SAM Backbone</div> | |
| <div class="box">Domain Adapters</div> | |
| <div class="box">Prompt Encoder</div> | |
| <div class="box">Multi-Mask Head</div> | |
| </div> | |
| </div> | |
| <!-- MIDDLE SECTION: Transition --> | |
| <div class="vertical-connector"> | |
| <svg width="24" height="50" viewBox="0 0 24 50"> | |
| <path d="M12 0v40M7 35l5 10 5-10" stroke="#FFF" stroke-width="3" fill="none" stroke-linecap="round" /> | |
| </svg> | |
| </div> | |
| <!-- BOTTOM SECTION: Stage 5 perfected --> | |
| <div class="bottom-section"> | |
| <div class="stage" style="min-width: 900px; padding-bottom: 30px;"> | |
| <div class="stage-title">5. Output & Representation</div> | |
| <div class="output-flow"> | |
| <!-- Results --> | |
| <div class="flow-step"> | |
| <div class="box" | |
| style="width: 100%; height: 50px; display: flex; align-items: center; justify-content: center;"> | |
| Segmentation Results | |
| </div> | |
| <div class="flow-label">Primary Output</div> | |
| </div> | |
| <!-- Flow 1 --> | |
| <div class="flow-arrow-container"> | |
| <div class="flow-tag">VALIDATE</div> | |
| <svg width="40" height="20" viewBox="0 0 40 20"> | |
| <path d="M0 10h32M28 5l10 5-10 5" stroke="#FFF" stroke-width="2" fill="none" /> | |
| </svg> | |
| </div> | |
| <!-- Metrics --> | |
| <div class="flow-step"> | |
| <div class="box" | |
| style="width: 100%; height: 50px; display: flex; align-items: center; justify-content: center; background: linear-gradient(to bottom, #FFD966, #F4B400);"> | |
| Dice / IoU Metrics | |
| </div> | |
| <div class="flow-label">Evaluation Engine</div> | |
| </div> | |
| <!-- Flow 2 --> | |
| <div class="flow-arrow-container"> | |
| <div class="flow-tag">INTEGRATE</div> | |
| <svg width="40" height="20" viewBox="0 0 40 20"> | |
| <path d="M0 10h32M28 5l10 5-10 5" stroke="#FFF" stroke-width="2" fill="none" /> | |
| </svg> | |
| </div> | |
| <!-- Web App --> | |
| <div class="flow-step"> | |
| <div class="box" | |
| style="width: 100%; height: 50px; display: flex; align-items: center; justify-content: center; background: linear-gradient(to bottom, #A2D9A2, #34A853); border-color: #2E7D32;"> | |
| Streamlit Web App | |
| </div> | |
| <div class="flow-label">Clinical Interface</div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| </body> | |
| </html> |