Papers with Code · CC BY-SA 4.0

Medical Image Segmentation

646 평가 기록 144 datasets

Medical Image Segmentation is a computer vision task that involves dividing an medical image into multiple segments, where each segment represents a different object or structure of interest in the image. The goal of medical image segmentation is to provide a precise and accurate representation of the objects of interest within the image, typically for the purpose of diagnosis, treatment planning, and quantitative analysis.

<span style="color:grey; opacity: 0.6">( Image credit: IVD-Net )</span>

하위 태스크

RV Retinal Vessel Segmentation 15 데이터셋 · 87 rows VP Video Polyp Segmentation 5 데이터셋 · 49 rows LS Lesion Segmentation 9 데이터셋 · 42 rows BT Brain Tumor Segmentation 12 데이터셋 · 27 rows CS Cell Segmentation 12 데이터셋 · 20 rows SM Semi-supervised Medical Image Segmentation 7 데이터셋 · 18 rows LN Lung Nodule Segmentation 5 데이터셋 · 10 rows LS Liver Segmentation 1 데이터셋 · 9 rows 3M 3D Medical Imaging Segmentation 4 데이터셋 · 8 rows SL Skin Lesion Segmentation 3 데이터셋 · 7 rows BI Brain Image Segmentation 6 데이터셋 · 6 rows EM Electron Microscopy Image Segmentation 3 데이터셋 · 6 rows PV Pulmorary Vessel Segmentation 2 데이터셋 · 6 rows NS Nuclear Segmentation 1 데이터셋 · 4 rows SC Skin Cancer Segmentation 2 데이터셋 · 4 rows IS Iris Segmentation 3 데이터셋 · 3 rows AS Acute Stroke Lesion Segmentation 1 데이터셋 · 2 rows BS Brain Segmentation 1 데이터셋 · 2 rows VM Volumetric Medical Image Segmentation 1 데이터셋 · 2 rows IB Infant Brain Mri Segmentation 1 데이터셋 · 1 rows MS MRI segmentation 1 데이터셋 · 1 rows AP Automated Pancreas Segmentation 0 데이터셋 · 0 rows AL Automatic Liver And Tumor Segmentation 0 데이터셋 · 0 rows BL Brain Lesion Segmentation From Mri 0 데이터셋 · 0 rows BV Brain Ventricle Localization And Segmentation In 3D Ultrasound Images 0 데이터셋 · 0 rows CI COVID-19 Image Segmentation 0 데이터셋 · 0 rows CS Cardiac Segmentation 0 데이터셋 · 0 rows CN Cerebrovascular Network Segmentation 0 데이터셋 · 0 rows IS Ischemic Stroke Lesion Segmentation 0 데이터셋 · 0 rows PS Placenta Segmentation 0 데이터셋 · 0 rows