Segmentation, Classification, and Synthesis for Brain Tumors and Traumatic Brain Injuries: Miccai 2025 Challenges: Brats-Lighthouse 2025 and Aims-Tbi
暫譯: 腦腫瘤與創傷性腦損傷的分割、分類與合成：Miccai 2025 挑戰：Brats-Lighthouse 2025 與 Aims-Tbi

Bakas, Spyridon, Dennis, Emily, Astaraki, Mehdi

Segmentation, Classification, and Synthesis for Brain Tumors and Traumatic Brain Injuries: Miccai 2025 Challenges: Brats-Lighthouse 2025 and Aims-Tbi
  • 出版商: Springer
  • 出版日期: 2026-04-10
  • 售價: $4,020
  • 貴賓價: 9.5 折 $3,819
  • 語言: 英文
  • 頁數: 360
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3032163692
  • ISBN-13: 9783032163691
  • 相關分類: 影像辨識 Image-recognition

    • 海外代購書籍(需單獨結帳)

商品描述

This MICCAI Challenges proceedings book includes contributions from the BraTS 2025 Lighthouse Challenge focusing on brain tumor image analysis, including longitudinal assessment of brain tumor response, generalizability of tumor segmentation methods across different entities, and inclusion of tumor entities for which there is currently limited annotated data. It also contains contributions from the AIMS-TBI 2025 Challenge that deals with the detection and segmentation of lesions in T1-weighted MRI data from moderate-severe traumatic brain injury.

The 79 papers included in the proceedings were carefully reviewed and selected from a total of 90 submissions. The papers were organized in topical sectios as follows:

Part I: Invited Paper.- Challenge 1 - BraTS-GLI Challenge; Challenge 2 - BraTS-MEN; Challenge 3 - BraTS-MEN-RT; Challenge 4 - BraTS-METS; Challenge 5 - BraTS-Africa; Challenge 6 - BraTS-PED; Challenge 7 - BraTS-GOAT;

Part II: Challenge 8 - BraTS-Synth; Challenge 9 - BraTS-Inpainting; Challenge 10 - BraTS-Path; Challenge 11 - BraTS-PRO; Challenge 12 - AIMS-TBI.

商品描述(中文翻譯)

本次 MICCAI 挑戰賽論文集包含來自 BraTS 2025 Lighthouse Challenge 的貢獻，該挑戰專注於腦腫瘤影像分析，包括腦腫瘤反應的縱向評估、腫瘤分割方法在不同實體之間的可泛化性，以及對目前有有限標註數據的腫瘤實體的納入。此外，還包含來自 AIMS-TBI 2025 Challenge 的貢獻，該挑戰涉及從中度至重度創傷性腦損傷的 T1 加權 MRI 數據中檢測和分割病變。

論文集中包含的 79 篇論文是從總共 90 篇提交中仔細審核和選出的。這些論文按主題組織如下：

第一部分：邀請論文 - 挑戰 1 - BraTS-GLI 挑戰；挑戰 2 - BraTS-MEN；挑戰 3 - BraTS-MEN-RT；挑戰 4 - BraTS-METS；挑戰 5 - BraTS-Africa；挑戰 6 - BraTS-PED；挑戰 7 - BraTS-GOAT；

第二部分：挑戰 8 - BraTS-Synth；挑戰 9 - BraTS-Inpainting；挑戰 10 - BraTS-Path；挑戰 11 - BraTS-PRO；挑戰 12 - AIMS-TBI。

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