Multimodal Learning for Clinical Decision Support: 11th International Workshop, ML-CDS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings

Bin Dong; Hayit Greenspan; Richard Leahy; Quanzheng Li; Xiang Li; Anant Madabhushi; Tanveer Syeda-Mahmood; Hongzhi Wang

doi:10.1007/978-3-030-89847-2

Multimodal Learning for Clinical Decision Support: 11th International Workshop, ML-CDS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings

Bin Dong (Editor), Hayit Greenspan (Editor), Richard Leahy (Editor), Quanzheng Li (Editor), Xiang Li (Editor), Anant Madabhushi (Editor), Tanveer Syeda-Mahmood (Editor), Hongzhi Wang (Editor)

Department of Bio-Medical Engineering

Research output: Book/Report › Book › peer-review

Abstract

This book constitutes the refereed joint proceedings of the 11th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2021, held in conjunction with the 24th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2021, in Strasbourg, France, in October 2021. The workshop was held virtually due to the COVID-19 pandemic. The 10 full papers presented at ML-CDS 2021 were carefully reviewed and selected from numerous submissions. The ML-CDS papers discuss machine learning on multimodal data sets for clinical decision support and treatment planning.

Original language	English
Place of Publication	Cham
Publisher	Springer International Publishing; Imprint: Springer
Number of pages	125
Edition	1st ed. 2021
ISBN (Electronic)	3030898474, 9783030898472
DOIs	https://doi.org/10.1007/978-3-030-89847-2
State	Published - 2021

Publication series

Name	Image Processing, Computer Vision, Pattern Recognition, and Graphics
Publisher	Springer International Publishing; Imprint: Springer
Volume	13050

ULI Keywords

uli
Computer vision
Database management
Image processing -- Digital techniques
Machine learning
Social sciences -- Data processing
Machine vision
Vision, Computer
Data base management
DBMS (Computer science)
Generalized data management systems
Systems, Database management
Systems, Generalized database management
Digital image processing
Learning, Machine

Access to Document

10.1007/978-3-030-89847-2

Cite this

Dong, B., Greenspan, H., Leahy, R., Li, Q., Li, X., Madabhushi, A., Syeda-Mahmood, T., & Wang, H. (Eds.) (2021). Multimodal Learning for Clinical Decision Support: 11th International Workshop, ML-CDS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings. (1st ed. 2021 ed.) (Image Processing, Computer Vision, Pattern Recognition, and Graphics; Vol. 13050). Springer International Publishing; Imprint: Springer. https://doi.org/10.1007/978-3-030-89847-2

Dong, Bin (Editor) ; Greenspan, Hayit (Editor) ; Leahy, Richard (Editor) et al. / Multimodal Learning for Clinical Decision Support : 11th International Workshop, ML-CDS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings. 1st ed. 2021 ed. Cham : Springer International Publishing; Imprint: Springer, 2021. 125 p. (Image Processing, Computer Vision, Pattern Recognition, and Graphics).

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title = "Multimodal Learning for Clinical Decision Support: 11th International Workshop, ML-CDS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings",

abstract = "This book constitutes the refereed joint proceedings of the 11th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2021, held in conjunction with the 24th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2021, in Strasbourg, France, in October 2021. The workshop was held virtually due to the COVID-19 pandemic. The 10 full papers presented at ML-CDS 2021 were carefully reviewed and selected from numerous submissions. The ML-CDS papers discuss machine learning on multimodal data sets for clinical decision support and treatment planning.",

editor = "Bin Dong and Hayit Greenspan and Richard Leahy and Quanzheng Li and Xiang Li and Anant Madabhushi and Tanveer Syeda-Mahmood and Hongzhi Wang",

year = "2021",

doi = "10.1007/978-3-030-89847-2",

language = "אנגלית",

series = "Image Processing, Computer Vision, Pattern Recognition, and Graphics",

publisher = "Springer International Publishing; Imprint: Springer",

edition = "1st ed. 2021",

}

Dong, B, Greenspan, H, Leahy, R, Li, Q, Li, X, Madabhushi, A, Syeda-Mahmood, T & Wang, H (eds) 2021, Multimodal Learning for Clinical Decision Support: 11th International Workshop, ML-CDS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings. Image Processing, Computer Vision, Pattern Recognition, and Graphics, vol. 13050, 1st ed. 2021 edn, Springer International Publishing; Imprint: Springer, Cham. https://doi.org/10.1007/978-3-030-89847-2

Multimodal Learning for Clinical Decision Support: 11th International Workshop, ML-CDS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings. / Dong, Bin (Editor); Greenspan, Hayit (Editor); Leahy, Richard (Editor) et al.
1st ed. 2021 ed. Cham: Springer International Publishing; Imprint: Springer, 2021. 125 p. (Image Processing, Computer Vision, Pattern Recognition, and Graphics; Vol. 13050).

Research output: Book/Report › Book › peer-review

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Dong B, (ed.), Greenspan H, (ed.), Leahy R, (ed.), Li Q, (ed.), Li X, (ed.), Madabhushi A, (ed.) et al. Multimodal Learning for Clinical Decision Support: 11th International Workshop, ML-CDS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings. 1st ed. 2021 ed. Cham: Springer International Publishing; Imprint: Springer, 2021. 125 p. (Image Processing, Computer Vision, Pattern Recognition, and Graphics). doi: 10.1007/978-3-030-89847-2

Multimodal Learning for Clinical Decision Support: 11th International Workshop, ML-CDS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings

Abstract

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ULI Keywords

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