Papers with Code 아카이브

Medical Image Segmentation

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

하위 태스크
31
평가표
49
보존된 평가 기록
332

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>

평가 결과

데이터셋과 평가 조건을 선택해 성능·논문·코드를 비교하세요. 보존된 Papers with Code 기록으로, 최신 순위는 아닙니다.

Kvasir-SEG

원본 태스크: Medical Image Segmentation

평가 기록 58건

CVC-ClinicDB

원본 태스크: Medical Image Segmentation

평가 기록 48건

CVC-ColonDB

원본 태스크: Medical Image Segmentation

평가 기록 25건

DRIVE

원본 태스크: Medical Image Segmentation / Retinal Vessel Segmentation

평가 기록 22건

SUN-SEG-Easy (Unseen)

원본 태스크: Medical Image Segmentation / Video Polyp Segmentation

평가 기록 18건

SUN-SEG-Hard (Unseen)

원본 태스크: Medical Image Segmentation / Video Polyp Segmentation

평가 기록 18건

ISIC 2018

원본 태스크: Medical Image Segmentation / Lesion Segmentation

평가 기록 17건

CHASE_DB1

원본 태스크: Medical Image Segmentation / Retinal Vessel Segmentation

평가 기록 16건

MoNuSeg

원본 태스크: Medical Image Segmentation

평가 기록 15건

GlaS

원본 태스크: Medical Image Segmentation

평가 기록 10건

STARE

원본 태스크: Medical Image Segmentation / Retinal Vessel Segmentation

평가 기록 10건

LiTS2017

원본 태스크: Medical Image Segmentation / Liver Segmentation

평가 기록 9건

ACDC

원본 태스크: Medical Image Segmentation

평가 기록 6건

ISIC 2018

원본 태스크: Medical Image Segmentation

평가 기록 6건

SUN-SEG-Easy

원본 태스크: Medical Image Segmentation / Video Polyp Segmentation

평가 기록 6건

SUN-SEG-Hard

원본 태스크: Medical Image Segmentation / Video Polyp Segmentation

평가 기록 6건

ACDC 10% labeled data

원본 태스크: Medical Image Segmentation / Semi-supervised Medical Image Segmentation

평가 기록 5건

BRATS 2019

원본 태스크: Medical Image Segmentation / Brain Tumor Segmentation

평가 기록 5건

DRIVE

원본 태스크: Medical Image Segmentation

평가 기록 5건

LUNA

원본 태스크: Medical Image Segmentation / Lung Nodule Segmentation

평가 기록 5건

ROSE-1 DVC

원본 태스크: Medical Image Segmentation / Retinal Vessel Segmentation

평가 기록 5건

ROSE-1 SVC

원본 태스크: Medical Image Segmentation / Retinal Vessel Segmentation

평가 기록 5건

ROSE-1 SVC-DVC

원본 태스크: Medical Image Segmentation / Retinal Vessel Segmentation

평가 기록 5건

ROSE-2

원본 태스크: Medical Image Segmentation / Retinal Vessel Segmentation

평가 기록 5건

UZLF

원본 태스크: Medical Image Segmentation / Retinal Vessel Segmentation

평가 기록 5건

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.