Efficient 3D Representation Learning for Medical Image Analysis

Yucheng Tang; Jie Liu; Zongwei Zhou; Xin Yu; Yuankai Huo

doi:10.1142/9789811286490_0011

Efficient 3D Representation Learning for Medical Image Analysis

Yucheng Tang, Jie Liu, Zongwei Zhou, Xin Yu, Yuankai Huo

Department of Electrical Engineering

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 12 - Chapter in an edited book (Author) › peer-review

Abstract

The following sections are included:
• Introduction
• Transformers for 3D Medical Image Analysis
• Medical Image Pre-training with Self-Supervised Learning
• Language-Image Pre-training for Medicine
• Conclusion
• References
Copyright © 2024 by World Scientific Publishing Co. Pte. Ltd

Original language	English
Title of host publication	Deep Learning for 3D Vision
Subtitle of host publication	Algorithms and Applications
Editors	Xiaoli Li, Xulei Yang
Place of Publication	Singapore
Publisher	World Scientific Publishing Co. Pte Ltd
Pages	399-437
ISBN (Electronic)	9789811286490, 9789811286506
ISBN (Print)	9789811286483
DOIs	https://doi.org/10.1142/9789811286490_0011
Publication status	Published - Sept 2024

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Efficient 3D Representation Learning for Medical Image Analysis. / Tang, Yucheng; Liu, Jie; Zhou, Zongwei et al.
Deep Learning for 3D Vision: Algorithms and Applications. ed. / Xiaoli Li; Xulei Yang. Singapore: World Scientific Publishing Co. Pte Ltd, 2024. p. 399-437.

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 12 - Chapter in an edited book (Author) › peer-review

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N2 - The following sections are included:• Introduction• Transformers for 3D Medical Image Analysis• Medical Image Pre-training with Self-Supervised Learning• Language-Image Pre-training for Medicine• Conclusion• ReferencesCopyright © 2024 by World Scientific Publishing Co. Pte. Ltd

AB - The following sections are included:• Introduction• Transformers for 3D Medical Image Analysis• Medical Image Pre-training with Self-Supervised Learning• Language-Image Pre-training for Medicine• Conclusion• ReferencesCopyright © 2024 by World Scientific Publishing Co. Pte. Ltd

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BT - Deep Learning for 3D Vision

A2 - Li, Xiaoli

A2 - Yang, Xulei

PB - World Scientific Publishing Co. Pte Ltd

CY - Singapore

ER -

Efficient 3D Representation Learning for Medical Image Analysis

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