Spaces:
Runtime error
Runtime error
| <html> | |
| <head> | |
| <style type="text/css"> | |
| * { | |
| box-sizing: border-box; | |
| } | |
| .body { | |
| font-family: 'Source Sans Pro', sans-serif; | |
| font-size: 16px; | |
| } | |
| .container { | |
| width: 100%; | |
| margin: 0 auto; | |
| } | |
| .title { | |
| font-size: 24px ; | |
| font-weight: 600 ; | |
| font-family: 'Source Sans Pro', sans-serif; | |
| letter-spacing: 0em; | |
| text-align: center; | |
| color: #374159 ; | |
| } | |
| .subtitle { | |
| font-size: 24px ; | |
| font-style: italic; | |
| font-weight: 400 ; | |
| font-family: 'Source Sans Pro', sans-serif; | |
| letter-spacing: 0em; | |
| text-align: center; | |
| color: #1d652a ; | |
| padding-bottom: 0.5em; | |
| } | |
| .overview-heading { | |
| font-size: 24px ; | |
| font-weight: 600 ; | |
| font-family: 'Source Sans Pro', sans-serif; | |
| letter-spacing: 0em; | |
| text-align: left; | |
| } | |
| .overview-content { | |
| font-size: 14px ; | |
| font-weight: 400 ; | |
| font-family: 'Source Sans Pro', sans-serif; | |
| line-height: 30px ; | |
| letter-spacing: 0em; | |
| text-align: left; | |
| } | |
| .content-image { | |
| width: 100% ; | |
| height: auto ; | |
| } | |
| .vl { | |
| border-left: 5px solid #1d652a; | |
| padding-left: 20px; | |
| color: #1d652a ; | |
| } | |
| .grid-container { | |
| display: grid; | |
| grid-template-columns: 1fr 2fr; | |
| gap: 20px; | |
| align-items: flex-start; | |
| margin-bottom: 0.7em; | |
| } | |
| @media screen and (max-width: 768px) { | |
| .container { | |
| width: 90%; | |
| } | |
| .grid-container { | |
| display: block; | |
| } | |
| .overview-heading { | |
| font-size: 18px ; | |
| } | |
| } | |
| </style> | |
| <link rel="preconnect" href="https://fonts.googleapis.com" /> | |
| <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin /> | |
| <link href="https://fonts.googleapis.com/css2?family=Source+Sans+Pro:wght@400;600;700&display=swap" rel="stylesheet" /> | |
| </head> | |
| <body> | |
| <div class="container"> | |
| <h1 class="title">MedSAM: Segment Anything in Medical Images</h1> | |
| <h2 class="subtitle">Kalbe Digital Lab</h2> | |
| <section class="overview"> | |
| <div class="grid-container"> | |
| <h3 class="overview-heading"><span class="vl">Overview</span></h3> | |
| <p class="overview-content"> | |
| MedSAM, a foundation model for universal medical image segmentation. MedSAM is adapted from the SAM model on an unprecedented scale, with more than one million medical image-mask pairs. | |
| <br /> | |
| Reference: <a href="https://arxiv.org/abs/2304.12306" target="_blank">https://arxiv.org/abs/2204.05798</a> | |
| </p> | |
| </div> | |
| <div class="grid-container"> | |
| <h3 class="overview-heading"><span class="vl">Dataset</span></h3> | |
| <div> | |
| <p class="overview-content">The model is trained using a diverse and large-scale medical image segmentation dataset with 1,090,486 medical image-mask pairs, covering 15 imaging modalities, over 30 cancer types, and a multitude of imaging protocols.</p> | |
| <ul class="overview-content"> | |
| <li>Target: Capturing a broad spectrum of anatomies and lesions across different modalities.</li> | |
| <li>Task: Segmentation</li> | |
| <li>Modality: Computed Tomography (CT), Magnetic Resonance Imaging (MRI), Endoscopy, Ultrasound, Pathology, Fundus, Dermoscopy, Mammography, and Optical Coherence Tomography (OCT).</li> | |
| </ul> | |
| </div> | |
| </div> | |
| <div class="grid-container"> | |
| <h3 class="overview-heading"><span class="vl">Model Architecture</span></h3> | |
| <div> | |
| <p class="overview-content">Segment Anything - MedSAM</p> | |
| <img class="content-image" src="" alt="model-architecture"> | |
| </div> | |
| </div> | |
| </section> | |
| <h3 class="overview-heading"><span class="vl">Demo</span></h3> | |
| </div> | |
| </body> | |
| </html> | |