[MICCAI2022 Challenge: AMOS 2022] Abdominal multi-organ segmentation

MICCAI2022的比赛陆续出炉,挑一个我感兴趣的比赛介绍一下。

AMOS2022 比赛官网:https://amos22.grand-challenge.org/
[MICCAI2022 Challenge: AMOS 2022] Abdominal multi-organ segmentation_第1张图片

AMOS 2022是个腹部多器官,多模态,多中心分割竞赛,跟去年的 FLARE2021 的比赛会有些相似。FLARE2021是单一模态的分割,有兴趣的还可以去关注一下FLARE2022的比赛,这个比赛更关注 “Fast and Low-resource semi-supervised”。

言归正传,看一看AMOS2022的简单情况:
Task

  1. 腹部多器官分割(只包含CT):每个数据包含了15种标记,包括spleen, right kidney, left kidney, gallbladder, esophagus, liver, stomach, aorta, inferior vena cava, pancreas, right adrenal gland, left adrenal gland, duodenum, bladder, prostate/uterus。共计500个cases,数据量还是比较大的。
  2. 腹部多器官分割(包含CT和MRI两种模态):从task1的单模态分割,拓展到了跨模态的分割,增加了100个MRI的数据,标记情况与CT数据相同。

Data

  1. 数据来自深圳两家医院,就不多介绍了
  2. Task1:
Training Data:     200 CT cases 
Validation Data:    100 CT cases
Test Data:          200 CT cases
  1. Task2:
Training Data:     200 CT + 40 MRI cases 
Validation Data:    100 CT + 20 MRI cases
Test Data:          200 CT + 40 MRI cases

Timeline
Expected Website Full Open: April 15, 2022
Expected Training Set Released: May 1, 2022
Expected Validation Set Released: May 1, 2022
Expected First Stage Submission: May 7, 2022
Expected First stage Deadline: July 15, 2022
Expected Submission of short papers, reporting method & preliminary results: July 15, 2022
Expected release of second stage data & evaluation within 72 hours (only for participants with submitted papers) July 20 - July 23
Expected Announcement of the final Top 10 ranked teams: Aug 15, 2022

有兴趣的朋友可以尝试一下。

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