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deploy.html
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<!DOCTYPE html>
<html lang="en" style="scroll-behavior: smooth;">
<!-- #include file="components/head.html" -->
<style>
@keyframes fade-in {
from {
opacity: 0;
transform: translateY(20px);
}
to {
opacity: 1;
transform: translateY(0);
}
}
.animate-fade-in {
animation: fade-in 0.6s ease-out forwards;
}
.animation-delay-300 {
animation-delay: 300ms;
}
.animation-delay-500 {
animation-delay: 500ms;
}
.animation-delay-700 {
animation-delay: 700ms;
}
.animation-delay-900 {
animation-delay: 900ms;
}
.animation-delay-1000 {
animation-delay: 1000ms;
}
.animation-delay-1100 {
animation-delay: 1100ms;
}
.animation-delay-1200 {
animation-delay: 1200ms;
}
.animation-delay-1300 {
animation-delay: 1300ms;
}
@keyframes pulse {
0%, 100% {
opacity: 1;
}
50% {
opacity: .5;
}
}
.animate-pulse {
animation: pulse 2s cubic-bezier(0.4, 0, 0.6, 1) infinite;
}
@keyframes bounce {
0%, 100% {
transform: translateY(-25%);
animation-timing-function: cubic-bezier(0.8, 0, 1, 1);
}
50% {
transform: translateY(0);
animation-timing-function: cubic-bezier(0, 0, 0.2, 1);
}
}
.animate-bounce {
animation: bounce 1s infinite;
}
.bg-pattern {
background-image: radial-gradient(circle at 1px 1px, rgba(0, 128, 128, 0.05) 1px, transparent 0);
background-size: 24px 24px;
}
@keyframes tooltip-fade {
from {
opacity: 0;
transform: translate(-50%, 10px);
}
to {
opacity: 1;
transform: translate(-50%, 0);
}
}
.tooltip-animation {
animation: tooltip-fade 0.2s ease-out forwards;
}
.hover-glow:hover {
box-shadow: 0 0 15px rgba(0, 128, 128, 0.2);
animation: pulse-ring 1.25s cubic-bezier(0.215, 0.61, 0.355, 1) infinite;
}
@keyframes pulse-ring {
0% {
box-shadow: 0 0 0 0 rgba(0, 128, 128, 0.3);
}
100% {
box-shadow: 0 0 0 12px rgba(0, 128, 128, 0);
}
}
/* Add to existing styles */
.code-block {
position: relative;
background: #f8f9fa;
border-radius: 0.5rem;
margin: 1rem 0;
}
.code-block pre {
padding: 1rem;
margin: 0;
white-space: pre-wrap;
word-break: break-all;
word-wrap: break-word;
color: #000000;
font-family: ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace;
}
.code-block .comment {
color: #0066cc;
font-style: italic;
}
.copy-button {
position: absolute;
top: 0.5rem;
right: 0.5rem;
padding: 0.5rem;
background: white;
border: 1px solid #e5e7eb;
border-radius: 0.375rem;
color: #6b7280;
cursor: pointer;
transition: all 0.2s;
}
.copy-button:hover {
color: #0066cc;
border-color: #0066cc;
}
.copy-button.copied {
color: #059669;
border-color: #059669;
}
</style>
<script>
document.head.innerHTML = document.head.innerHTML
.replace('${title}', 'MONAI Deploy')
.replace('${description}', 'MONAI Deploy is a comprehensive framework for developing, packaging, testing, and deploying medical AI applications in research and development environments. Through its modular architecture and standardized workflows, it enables seamless integration of AI models into existing infrastructures.')
.replace('${canonical_url}', 'https://monai.io/deploy.html');
</script>
<body>
<!-- #include file="components/header.html" -->
<main class="flex-grow pt-20">
<!-- Overview Section -->
<section id="overview" class="py-24 bg-white">
<div class="container">
<div class="grid grid-cols-1 lg:grid-cols-2 gap-20 items-center">
<div class="max-w-xl">
<h1 class="text-4xl font-bold text-gray-800 mb-8 relative inline-block pb-2">
MONAI Deploy
<span class="absolute bottom-0 left-0 w-full h-0.5 bg-brand-primary"></span>
</h1>
<p class="text-lg text-gray-600 leading-relaxed mb-8">
MONAI Deploy provides a standardized framework that simplifies deployment while ensuring reliability, performance, and seamless integration with existing healthcare infrastructure.
</p>
<div class="flex flex-wrap gap-4 mb-8">
<a href="#getting-started" class="px-6 py-2.5 rounded-lg bg-brand-primary text-white hover:bg-brand-dark transition-colors inline-flex items-center gap-2 group">
Get Started
<svg class="w-4 h-4 transition-transform group-hover:translate-x-1" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M13 7l5 5m0 0l-5 5m5-5H6"></path>
</svg>
</a>
<a href="https://docs.monai.io/projects/monai-deploy-app-sdk/en/stable/" target="_blank" rel="noopener noreferrer" class="px-6 py-2.5 rounded-lg bg-white text-brand-primary border-2 border-brand-primary hover:bg-brand-light transition-colors inline-flex items-center gap-2 group">
Documentation
<svg class="w-4 h-4 transition-transform group-hover:translate-x-1" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M13 7l5 5m0 0l-5 5m5-5H6"></path>
</svg>
</a>
<a href="wg_deploy.html" class="px-6 py-2.5 rounded-lg bg-white text-brand-primary border-2 border-brand-primary hover:bg-brand-light transition-colors inline-flex items-center gap-2 group">
Get Involved
<svg class="w-4 h-4 transition-transform group-hover:translate-x-1" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M13 7l5 5m0 0l-5 5m5-5H6"></path>
</svg>
</a>
</div>
</div>
<div class="hidden lg:block">
<img src="assets/img/community_header.png" alt="MONAI Deploy" class="w-full max-w-2xl mx-auto">
</div>
</div>
</div>
</section>
<!-- Why MONAI Deploy Section -->
<section class="py-24 bg-brand-dark/15">
<div class="container px-4 sm:px-6 lg:px-8">
<div class="text-center max-w-4xl mx-auto mb-16">
<h2 class="text-4xl font-bold text-gray-800 mb-8 relative inline-block pb-2">
Why MONAI Deploy?
<span class="absolute bottom-0 left-0 w-full h-0.5 bg-brand-primary"></span>
</h2>
<p class="text-xl text-gray-600">
Accelerate your journey from research to clinical deployment with a framework designed specifically for healthcare AI, offering unique advantages over traditional deployment approaches.
</p>
</div>
<div class="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-8 max-w-6xl mx-auto">
<!-- Standardization Card -->
<div class="bg-white p-8 border border-gray-200 rounded-lg shadow-sm hover:shadow-md transition-all duration-300">
<div class="text-brand-primary mb-6">
<svg class="w-12 h-12" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 3v2m6-2v2M9 19v2m6-2v2M5 9H3m2 6H3m18-6h-2m2 6h-2M7 19h10a2 2 0 002-2V7a2 2 0 00-2-2H7a2 2 0 00-2 2v10a2 2 0 002 2zM9 9h6v6H9V9z"></path>
</svg>
</div>
<h3 class="text-xl font-bold text-gray-800 mb-4">Standardized Packaging</h3>
<div class="space-y-4">
<div class="flex items-start gap-3">
<div class="flex-shrink-0 w-6 h-6 rounded-full bg-brand-primary/10 flex items-center justify-center">
<svg class="w-4 h-4 text-brand-primary" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M5 13l4 4L19 7"></path>
</svg>
</div>
<p class="text-gray-600">Single MAP format for all environments</p>
</div>
<div class="flex items-start gap-3">
<div class="flex-shrink-0 w-6 h-6 rounded-full bg-brand-primary/10 flex items-center justify-center">
<svg class="w-4 h-4 text-brand-primary" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M5 13l4 4L19 7"></path>
</svg>
</div>
<p class="text-gray-600">Reproducible multi-site deployments</p>
</div>
<div class="flex items-start gap-3">
<div class="flex-shrink-0 w-6 h-6 rounded-full bg-brand-primary/10 flex items-center justify-center">
<svg class="w-4 h-4 text-brand-primary" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M5 13l4 4L19 7"></path>
</svg>
</div>
<p class="text-gray-600">Built-in dependency management</p>
</div>
</div>
</div>
<!-- Healthcare Integration Card -->
<div class="bg-white p-8 border border-gray-200 rounded-lg shadow-sm hover:shadow-md transition-all duration-300">
<div class="text-brand-primary mb-6">
<svg class="w-12 h-12" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 11H5m14 0a2 2 0 012 2v6a2 2 0 01-2 2H5a2 2 0 01-2-2v-6a2 2 0 012-2m14 0V9a2 2 0 00-2-2M5 11V9a2 2 0 012-2m0 0V5a2 2 0 012-2h6a2 2 0 012 2v2M7 7h10"></path>
</svg>
</div>
<h3 class="text-xl font-bold text-gray-800 mb-4">Healthcare-Native</h3>
<div class="space-y-4">
<div class="flex items-start gap-3">
<div class="flex-shrink-0 w-6 h-6 rounded-full bg-brand-primary/10 flex items-center justify-center">
<svg class="w-4 h-4 text-brand-primary" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M5 13l4 4L19 7"></path>
</svg>
</div>
<p class="text-gray-600">DICOM and PACS integration</p>
</div>
<div class="flex items-start gap-3">
<div class="flex-shrink-0 w-6 h-6 rounded-full bg-brand-primary/10 flex items-center justify-center">
<svg class="w-4 h-4 text-brand-primary" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M5 13l4 4L19 7"></path>
</svg>
</div>
<p class="text-gray-600">Clinical workflow optimization</p>
</div>
<div class="flex items-start gap-3">
<div class="flex-shrink-0 w-6 h-6 rounded-full bg-brand-primary/10 flex items-center justify-center">
<svg class="w-4 h-4 text-brand-primary" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M5 13l4 4L19 7"></path>
</svg>
</div>
<p class="text-gray-600">Healthcare compliance ready</p>
</div>
</div>
</div>
<!-- Enterprise Scale Card -->
<div class="bg-white p-8 border border-gray-200 rounded-lg shadow-sm hover:shadow-md transition-all duration-300">
<div class="text-brand-primary mb-6">
<svg class="w-12 h-12" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4 5a1 1 0 011-1h14a1 1 0 011 1v2a1 1 0 01-1 1H5a1 1 0 01-1-1V5zM4 13a1 1 0 011-1h6a1 1 0 011 1v6a1 1 0 01-1 1H5a1 1 0 01-1-1v-6zM16 13a1 1 0 011-1h2a1 1 0 011 1v6a1 1 0 01-1 1h-2a1 1 0 01-1-1v-6z"></path>
</svg>
</div>
<h3 class="text-xl font-bold text-gray-800 mb-4">Scalable Architecture</h3>
<div class="space-y-4">
<div class="flex items-start gap-3">
<div class="flex-shrink-0 w-6 h-6 rounded-full bg-brand-primary/10 flex items-center justify-center">
<svg class="w-4 h-4 text-brand-primary" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M5 13l4 4L19 7"></path>
</svg>
</div>
<p class="text-gray-600">Horizontal scaling capabilities</p>
</div>
<div class="flex items-start gap-3">
<div class="flex-shrink-0 w-6 h-6 rounded-full bg-brand-primary/10 flex items-center justify-center">
<svg class="w-4 h-4 text-brand-primary" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M5 13l4 4L19 7"></path>
</svg>
</div>
<p class="text-gray-600">Real-time performance monitoring</p>
</div>
<div class="flex items-start gap-3">
<div class="flex-shrink-0 w-6 h-6 rounded-full bg-brand-primary/10 flex items-center justify-center">
<svg class="w-4 h-4 text-brand-primary" fill="none" stroke="currentColor" viewBox="0 0 24 24">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M5 13l4 4L19 7"></path>
</svg>
</div>
<p class="text-gray-600">Load balancing & failover</p>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- Features Section -->
<section class="py-24 bg-white">
<div class="container px-4 sm:px-6 lg:px-8">
<div class="text-center max-w-4xl mx-auto mb-16">
<h2 class="text-4xl font-bold text-gray-800 mb-8 relative inline-block pb-2">
Enterprise Deployment Features
<span class="absolute bottom-0 left-0 w-full h-0.5 bg-brand-primary"></span>
</h2>
<p class="text-xl text-gray-600">
MONAI Deploy provides a comprehensive platform for deploying AI models in clinical environments. Discover the key features that make enterprise deployment seamless and secure.
</p>
</div>
<div class="max-w-6xl mx-auto mb-16">
<!-- Desktop View - Interactive Diagram -->
<div class="hidden lg:block">
<!-- Researcher and Developers Section -->
<div class="mb-12 opacity-0 animate-fade-in animation-delay-300">
<h3 class="text-2xl font-bold text-gray-800 mb-8 text-center">Researcher and Developers</h3>
<div class="bg-pattern p-8 rounded-2xl">
<div class="flex items-center justify-center gap-12">
<!-- 1. Trained Model -->
<div class="flex flex-col items-center group" style="position: relative; z-index: 100;">
<div class="relative">
<div class="w-20 h-20 bg-brand-primary/10 rounded-lg shadow-lg hover:shadow-xl flex items-center justify-center p-4 transition-all duration-300 cursor-pointer transform hover:scale-110 hover:rotate-3 hover-glow" onclick="toggleTooltip('trained-model')">
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<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 3v2m6-2v2M9 19v2m6-2v2M5 9H3m2 6H3m18-6h-2m2 6h-2M7 19h10a2 2 0 002-2V7a2 2 0 00-2-2H7a2 2 0 00-2 2v10a2 2 0 002 2zM9 9h6v6H9V9z"></path>
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<h4 class="font-bold text-gray-800 mb-2">Trained Model</h4>
<p class="text-sm text-gray-600">Models trained using MONAI Core or MONAI Label, or any compatible PyTorch model that can be packaged for deployment.</p>
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<p class="mt-3 font-medium text-gray-700">
<span class="text-lg text-brand-primary font-bold">1.</span> Trained<br>Model
</p>
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<!-- 2. MONAI Deploy App SDK -->
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<h4 class="font-bold text-gray-800 mb-2">MONAI Deploy App SDK</h4>
<p class="text-sm text-gray-600">A Python SDK that provides tools and APIs to build, test, and package AI applications into standardized MONAI Application Packages (MAPs).</p>
<div class="absolute bottom-0 left-1/2 transform -translate-x-1/2 translate-y-1/2 rotate-45 w-4 h-4 bg-white border-r border-b border-gray-200"></div>
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<p class="mt-3 font-medium text-gray-700">
<span class="text-lg text-sky-400 font-bold">2.</span> MONAI Deploy<br>App SDK
</p>
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<!-- Single Direction Arrow -->
<div class="flex items-center">
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<!-- 3. MONAI App Package -->
<div class="flex flex-col items-center group" style="position: relative; z-index: 100;">
<div class="relative">
<div class="w-20 h-20 bg-brand-primary/10 rounded-lg shadow-lg hover:shadow-xl flex items-center justify-center p-4 transition-all duration-300 cursor-pointer transform hover:scale-110 hover:rotate-3 hover-glow" onclick="toggleTooltip('map')">
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<h4 class="font-bold text-gray-800 mb-2">MONAI App Package (MAP)</h4>
<p class="text-sm text-gray-600">A standardized container format that packages AI models, preprocessing/postprocessing logic, and dependencies into a portable, deployment-ready application.</p>
<div class="absolute bottom-0 left-1/2 transform -translate-x-1/2 translate-y-1/2 rotate-45 w-4 h-4 bg-white border-r border-b border-gray-200"></div>
</div>
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<p class="mt-3 font-medium text-gray-700">
<span class="text-lg text-brand-primary font-bold">3.</span> MONAI App<br>Package (MAP)
</p>
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<!-- Dashed Line Separator -->
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<!-- Hospital Operations Section -->
<div class="opacity-0 animate-fade-in animation-delay-700" style="position: relative; z-index: 1;">
<h3 class="text-2xl font-bold text-gray-800 mb-8 text-center">Hospital Operations</h3>
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<!-- 4. Inference Engine -->
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<h4 class="font-bold text-gray-800 mb-2">Inference Engine</h4>
<p class="text-sm text-gray-600">Executes AI models packaged as MAPs, providing efficient and scalable inference capabilities for medical imaging applications.</p>
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<p class="mt-3 font-medium text-gray-700">
<span class="text-lg text-red-500 font-bold">4.</span> Inference<br>Engine
</p>
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<!-- 5. Workflow Manager -->
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<div class="w-20 h-20 bg-sky-400/10 rounded-lg shadow-lg hover:shadow-xl flex items-center justify-center p-4 transition-all duration-300 cursor-pointer transform hover:scale-110 hover:rotate-3 hover-glow" onclick="toggleTooltip('workflow')">
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<h4 class="font-bold text-gray-800 mb-2">MONAI Deploy Workflow Manager</h4>
<p class="text-sm text-gray-600">Orchestrates the flow of data and tasks between components, managing complex AI pipelines and ensuring reliable execution.</p>
<div class="absolute bottom-0 left-1/2 transform -translate-x-1/2 translate-y-1/2 rotate-45 w-4 h-4 bg-white border-r border-b border-gray-200"></div>
</div>
<p class="mt-3 font-medium text-gray-700">
<span class="text-lg text-sky-400 font-bold">5.</span> MONAI Deploy<br>Workflow Manager
</p>
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<!-- Bidirectional Arrow -->
<div class="flex items-center">
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<!-- 6. Informatics Gateway -->
<div class="flex flex-col items-center group relative" style="z-index: 100;">
<div class="w-20 h-20 bg-sky-400/10 rounded-lg shadow-lg hover:shadow-xl flex items-center justify-center p-4 transition-all duration-300 cursor-pointer transform hover:scale-110 hover:rotate-3 hover-glow" onclick="toggleTooltip('informatics')">
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<h4 class="font-bold text-gray-800 mb-2">MONAI Deploy Informatics Gateway</h4>
<p class="text-sm text-gray-600">Handles DICOM and FHIR data exchange, providing secure and standardized communication with healthcare systems.</p>
<div class="absolute bottom-0 left-1/2 transform -translate-x-1/2 translate-y-1/2 rotate-45 w-4 h-4 bg-white border-r border-b border-gray-200"></div>
</div>
<p class="mt-3 font-medium text-gray-700">
<span class="text-lg text-sky-400 font-bold">6.</span> MONAI Deploy<br>Informatics Gateway
</p>
</div>
<!-- Bidirectional Arrow -->
<div class="flex items-center">
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<!-- 7. PACS -->
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<h4 class="font-bold text-gray-800 mb-2">PACS</h4>
<p class="text-sm text-gray-600">Picture Archiving and Communication System that stores and distributes medical images throughout the healthcare enterprise.</p>
<div class="absolute bottom-0 left-1/2 transform -translate-x-1/2 translate-y-1/2 rotate-45 w-4 h-4 bg-white border-r border-b border-gray-200"></div>
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<p class="mt-3 font-medium text-gray-700">
<span class="text-lg text-red-500 font-bold">7.</span> PACS<br>
</p>
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<div class="flex justify-center mt-8">
<div class="inline-flex items-center gap-8 bg-white px-8 py-4 rounded-lg shadow-sm backdrop-blur-sm bg-white/90">
<div class="flex items-center gap-2">
<div class="w-3 h-3 rounded-full bg-brand-primary ring-4 ring-brand-primary/20"></div>
<span class="text-sm font-medium text-gray-700">MONAI Artifacts</span>
</div>
<div class="flex items-center gap-2">
<div class="w-3 h-3 rounded-full bg-sky-400 ring-4 ring-sky-400/20"></div>
<span class="text-sm font-medium text-gray-700">MONAI Subsystems</span>
</div>
<div class="flex items-center gap-2">
<div class="w-3 h-3 rounded-full bg-red-500 ring-4 ring-red-500/20"></div>
<span class="text-sm font-medium text-gray-700">Third-Party System</span>
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</div>
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<h3 class="text-2xl font-bold text-gray-800 mb-4">Development Pipeline</h3>
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<span class="text-brand-primary font-bold">1</span>
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<h4 class="font-bold text-gray-800">Trained Model</h4>
<p class="text-sm text-gray-600">Models trained using MONAI Core or MONAI Label</p>
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<!-- Step 2 -->
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<span class="text-sky-400 font-bold">2</span>
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<h4 class="font-bold text-gray-800">MONAI Deploy App SDK</h4>
<p class="text-sm text-gray-600">Build and package AI applications</p>
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<!-- Arrow -->
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<!-- Step 3 -->
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<span class="text-brand-primary font-bold">3</span>
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<h4 class="font-bold text-gray-800">MONAI App Package</h4>
<p class="text-sm text-gray-600">Standardized deployment container</p>
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<h3 class="text-2xl font-bold text-gray-800 mb-4 pt-12">Hospital Operations</h3>
<!-- Step 4 -->
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<span class="text-red-500 font-bold">4</span>
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<h4 class="font-bold text-gray-800">Inference Engine</h4>
<p class="text-sm text-gray-600">Execute AI models efficiently</p>
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<span class="text-sky-400 font-bold">5</span>
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<h4 class="font-bold text-gray-800">Workflow Manager</h4>
<p class="text-sm text-gray-600">Orchestrate data flow and tasks</p>
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<!-- Step 6 -->
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<div class="flex flex-col items-center text-center gap-2">
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<span class="text-sky-400 font-bold">6</span>
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<h4 class="font-bold text-gray-800">Informatics Gateway</h4>
<p class="text-sm text-gray-600">Handle DICOM and FHIR data exchange</p>
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<span class="text-red-500 font-bold">7</span>
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<h4 class="font-bold text-gray-800">PACS</h4>
<p class="text-sm text-gray-600">Connect with hospital imaging systems</p>
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<div class="flex items-center gap-2">
<div class="w-3 h-3 rounded-full bg-brand-primary ring-4 ring-brand-primary/20"></div>
<span class="text-sm font-medium text-gray-700">MONAI Artifacts</span>
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<div class="flex items-center gap-2">
<div class="w-3 h-3 rounded-full bg-sky-400 ring-4 ring-sky-400/20"></div>
<span class="text-sm font-medium text-gray-700">MONAI Subsystems</span>
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<div class="w-3 h-3 rounded-full bg-red-500 ring-4 ring-red-500/20"></div>
<span class="text-sm font-medium text-gray-700">Third-Party System</span>
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Technical Components
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<h3 class="text-xl font-bold text-gray-800 mb-2">App Development</h3>
<h4 class="text-lg font-semibold text-brand-primary mb-4">MONAI Application Package</h4>
<p class="text-gray-600">A Pythonic SDK to build deploy-ready AI Apps in Healthcare. Create standardized, portable applications ready for deployment.</p>
</div>
<div class="mt-6">
<a href="https://docs.monai.io/projects/monai-deploy-app-sdk/en/stable/index.html" target="_blank" class="px-6 py-2.5 rounded-lg bg-white text-brand-primary border-2 border-brand-primary hover:bg-brand-light transition-colors inline-flex items-center gap-2 group">
Learn More
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<h3 class="text-xl font-bold text-gray-800 mb-2">Workflow Manager</h3>
<h4 class="text-lg font-semibold text-brand-primary mb-4">Orchestration Hub</h4>
<p class="text-gray-600">Central orchestration system for the MONAI Deploy Platform. Manage complex workflows and coordinate between different components seamlessly.</p>
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<h3 class="text-xl font-bold text-gray-800 mb-2">Informatics Gateway</h3>
<h4 class="text-lg font-semibold text-brand-primary mb-4">Data Integration</h4>
<p class="text-gray-600">Facilitates seamless I/O for DICOM and FHIR data. Connect AI Applications to Healthcare Information Systems with standardized protocols.</p>
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Getting Started with MONAI Deploy App SDK
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Follow these steps to begin deploying your AI models using MONAI Deploy.
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<!-- Step 1: Environment Setup -->
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<h3 class="text-xl font-bold text-gray-800 mb-2">Environment Setup</h3>
<p class="text-gray-600 mb-6">Install MONAI Deploy SDK and set up your development environment using our comprehensive setup guide.</p>
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<span class="block">pip install monai-deploy-app-sdk</span>
<span class="block"> </span>
<span class="block"># Clone the MONAI Deploy App SDK repository for example applications</span>
<span class="block">git clone https://github.com/Project-MONAI/monai-deploy-app-sdk.git</span>
<span class="block">cd monai-deploy-app-sdk</span>
<span class="block"> </span>
<span class="block"># Install additional dependencies required for the simple imaging application</span>
<span class="block">pip install matplotlib Pillow scikit-image</span>
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<h3 class="text-xl font-bold text-gray-800 mb-2">Application Development</h3>
<p class="text-gray-600 mb-6">Run your first MONAI Deploy application using our simple imaging example.</p>
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<span class="block"># Run the MONAI Deploy application locally</span>
<span class="block">python examples/apps/simple_imaging_app/app.py \</span>
<span class="block pl-4">-i examples/apps/simple_imaging_app/brain_mr_input.jpg \</span>
<span class="block pl-4">-o output</span>
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<!-- Step 3: Package Creation -->
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<h3 class="text-xl font-bold text-gray-800 mb-2">Package Creation</h3>
<p class="text-gray-600 mb-6">Create a MONAI Application Package (MAP) to ensure consistent deployment across different environments.</p>
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<span class="block"># Package the application to create a MAP Docker image</span>
<span class="block">monai-deploy package examples/apps/simple_imaging_app \</span>
<span class="block pl-4">-c simple_imaging_app/app.yaml \</span>
<span class="block pl-4">-t simple_app:latest \</span>
<span class="block pl-4">--platform x64-workstation \</span>
<span class="block pl-4">-l DEBUG</span>
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Packaging Guide
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<!-- Step 4: Deployment -->
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<span class="text-4xl font-bold text-brand-primary">4</span>
<h3 class="text-2xl font-bold text-gray-800">Deployment</h3>
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<p class="text-base text-gray-600 mb-4">Deploy your packaged application to your clinical environment with our deployment guide.</p>
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<span class="block"># Create the input directory and remove any existing files</span>
<span class="block">mkdir -p input</span>
<span class="block">rm -rf input/*</span>
<span class="block"> </span>
<span class="block"># Copy the test file to the input directory</span>
<span class="block">cp examples/apps/simple_imaging_app/brain_mr_input.jpg input/</span>
<span class="block"> </span>
<span class="block"># Launch the MONAI application</span>
<span class="block">monai-deploy run simple_app-x64-workstation-dgpu-linux-amd64:latest \</span>
<span class="block pl-4">-i input -o output</span>
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<h3 class="text-2xl font-bold text-gray-800 mb-6">Additional Resources</h3>
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<h4 class="font-bold text-gray-800 mb-2">API Reference</h4>
<p class="text-gray-600 text-sm">Detailed documentation of all MONAI Deploy components</p>
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<p class="text-gray-600 text-sm">Join discussions and get help from the community</p>
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Real-World Applications
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Discover how leading healthcare organizations are leveraging MONAI Deploy to transform patient care through AI-powered medical imaging.
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