Fast, Low-Resource, Accurate Robust Organ and Pan-cancer Segmentation

£64.99

Fast, Low-Resource, Accurate Robust Organ and Pan-cancer Segmentation

MICCAI Challenge, FLARE 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings

Educational equipment and technology, computer-aided learning (CAL) Network hardware Software Engineering Applied computing Artificial intelligence Image processing

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Collection: Lecture Notes in Computer Science

Language: English

Published by: Springer

Published on: 9th July 2025

Format: LCP-protected ePub

ISBN: 9783031962028


Challenge Overview

This book constitutes the proceedings of the MICCAI 2024 Challenge, FLARE 2024, held in Conjunction with MICCAI 2024, in Marrakesh, Morocco, during October 2024. The 20 full papers included in this book were carefully reviewed and selected from 24 submissions.

Content Description

They describe the solutions the participants found for automatic abdominal organ and pan-cancer segmentation using the official training dataset released for this purpose. This challenge focuses on both organ and pan-cancer segmentation, including three subtasks:

Subtasks

Subtask 1: Pan-cancer segmentation in CT scans

Subtask 2: Abdominal CT organ segmentation on laptop

Subtask 3: Unsupervised domain adaptation for abdominal organ segmentation in MRI scans

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