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.

UZLF

원본 태스크: Medical Image Segmentation / Retinal Vessel Segmentation / Artery/Veins Retinal Vessel Segmentation

평가 기록 5건

ACDC 20% labeled data

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

평가 기록 4건

ACDC 5% labeled data

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

평가 기록 4건

BRATS 2018

원본 태스크: Medical Image Segmentation / Brain Tumor Segmentation

평가 기록 4건

BRATS-2015

원본 태스크: Medical Image Segmentation / Brain Tumor Segmentation

평가 기록 4건

BUS 2017 Dataset B

원본 태스크: Medical Image Segmentation / Lesion Segmentation

평가 기록 4건

Cell17

원본 태스크: Medical Image Segmentation / Nuclear Segmentation

평가 기록 4건

HRF

원본 태스크: Medical Image Segmentation / Retinal Vessel Segmentation

평가 기록 4건

ROBUST-MIS

원본 태스크: Medical Image Segmentation

평가 기록 4건

SNEMI3D

원본 태스크: Medical Image Segmentation / Electron Microscopy Image Segmentation

평가 기록 4건

Brain US

원본 태스크: Medical Image Segmentation

평가 기록 3건

BRATS-2013

원본 태스크: Medical Image Segmentation / Brain Tumor Segmentation

평가 기록 3건

BRATS-2017 val

원본 태스크: Medical Image Segmentation / Brain Tumor Segmentation

평가 기록 3건

CHASE_DB1

원본 태스크: Medical Image Segmentation

평가 기록 3건

EM

원본 태스크: Medical Image Segmentation

평가 기록 3건

Fluo-N2DL-HeLa

원본 태스크: Medical Image Segmentation / Cell Segmentation

평가 기록 3건

ISIC2018

원본 태스크: Medical Image Segmentation

평가 기록 3건

LIVECell

원본 태스크: Medical Image Segmentation / Cell Segmentation

평가 기록 3건

LUMC

원본 태스크: Medical Image Segmentation / Pulmorary Vessel Segmentation / Pulmonary Artery–Vein Classification

평가 기록 3건

PH2

원본 태스크: Medical Image Segmentation / Lesion Segmentation

평가 기록 3건

RITE

원본 태스크: Medical Image Segmentation

평가 기록 3건

SunYs

원본 태스크: Medical Image Segmentation / Pulmorary Vessel Segmentation / Pulmonary Artery–Vein Classification

평가 기록 3건

TCIA Pancreas-CT Dataset

원본 태스크: Medical Image Segmentation / 3D Medical Imaging Segmentation / Pancreas Segmentation

평가 기록 3건

ATLAS v2.0

원본 태스크: Medical Image Segmentation / Acute Stroke Lesion Segmentation

평가 기록 2건

BRATS-2013 leaderboard

원본 태스크: Medical Image Segmentation / Brain Tumor Segmentation

평가 기록 2건

CT-150

원본 태스크: Medical Image Segmentation / 3D Medical Imaging Segmentation / Pancreas Segmentation

평가 기록 2건

DIC-C2DH-HeLa

원본 태스크: Medical Image Segmentation / Cell Segmentation

평가 기록 2건

EVICAN

원본 태스크: Medical Image Segmentation / Cell Segmentation

평가 기록 2건

Fluo-N2DH-GOWT1

원본 태스크: Medical Image Segmentation / Cell Segmentation

평가 기록 2건

Fluo-N2DH-SIM+

원본 태스크: Medical Image Segmentation / Cell Segmentation

평가 기록 2건

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