Detection of Osseous Metastasis from Bone Scintigrams Using a Combined Global and Local Patch-Based Deep Learning Model

Swailem Neil Angelo Lumba; Emmanuel Linus Evangelista; Kyla Sydney Martin; Raphael Alampay; Patricia Angela Abu

doi:10.1145/3685073.3685080

Detection of Osseous Metastasis from Bone Scintigrams Using a Combined Global and Local Patch-Based Deep Learning Model

Swailem Neil Angelo Lumba, Emmanuel Linus Evangelista, Kyla Sydney Martin, Raphael Alampay, Patricia Angela Abu

Department of Information Systems and Computer Science

Ateneo de Manila University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings of 2024 2nd International Conference on Robotics, Control and Vision Engineering, RCVE 2024
Publisher	Association for Computing Machinery
Pages	36-40
Number of pages	5
ISBN (Electronic)	9798400716706
DOIs	https://doi.org/10.1145/3685073.3685080
State	Published - Jul 19 2024
Event	2024 2nd International Conference on Robotics, Control and Vision Engineering, RCVE 2024 - Hong Kong, Hong Kong Duration: Jul 19 2024 → Jul 21 2024

Publication series

Name	ACM International Conference Proceeding Series

Conference

Conference	2024 2nd International Conference on Robotics, Control and Vision Engineering, RCVE 2024
Country/Territory	Hong Kong
City	Hong Kong
Period	7/19/24 → 7/21/24

ASJC Scopus Subject Areas

Human-Computer Interaction
Computer Networks and Communications
Computer Vision and Pattern Recognition
Software

Keywords

bone scintigraphy
convolutional neural network (CNN)
early fusion
global CNN
late fusion
local CNNs
neural networks
osseous metastasis
patch-based analysis

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1145/3685073.3685080

Cite this

Lumba, S. N. A., Evangelista, E. L., Martin, K. S., Alampay, R., & Abu, P. A. (2024). Detection of Osseous Metastasis from Bone Scintigrams Using a Combined Global and Local Patch-Based Deep Learning Model. In Proceedings of 2024 2nd International Conference on Robotics, Control and Vision Engineering, RCVE 2024 (pp. 36-40). (ACM International Conference Proceeding Series). Association for Computing Machinery. https://doi.org/10.1145/3685073.3685080

Detection of Osseous Metastasis from Bone Scintigrams Using a Combined Global and Local Patch-Based Deep Learning Model. / Lumba, Swailem Neil Angelo; Evangelista, Emmanuel Linus; Martin, Kyla Sydney et al.
Proceedings of 2024 2nd International Conference on Robotics, Control and Vision Engineering, RCVE 2024. Association for Computing Machinery, 2024. p. 36-40 (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Lumba, SNA, Evangelista, EL, Martin, KS, Alampay, R & Abu, PA 2024, Detection of Osseous Metastasis from Bone Scintigrams Using a Combined Global and Local Patch-Based Deep Learning Model. in Proceedings of 2024 2nd International Conference on Robotics, Control and Vision Engineering, RCVE 2024. ACM International Conference Proceeding Series, Association for Computing Machinery, pp. 36-40, 2024 2nd International Conference on Robotics, Control and Vision Engineering, RCVE 2024, Hong Kong, Hong Kong, 7/19/24. https://doi.org/10.1145/3685073.3685080

Lumba SNA, Evangelista EL, Martin KS, Alampay R, Abu PA. Detection of Osseous Metastasis from Bone Scintigrams Using a Combined Global and Local Patch-Based Deep Learning Model. In Proceedings of 2024 2nd International Conference on Robotics, Control and Vision Engineering, RCVE 2024. Association for Computing Machinery. 2024. p. 36-40. (ACM International Conference Proceeding Series). doi: 10.1145/3685073.3685080

Lumba, Swailem Neil Angelo ; Evangelista, Emmanuel Linus ; Martin, Kyla Sydney et al. / Detection of Osseous Metastasis from Bone Scintigrams Using a Combined Global and Local Patch-Based Deep Learning Model. Proceedings of 2024 2nd International Conference on Robotics, Control and Vision Engineering, RCVE 2024. Association for Computing Machinery, 2024. pp. 36-40 (ACM International Conference Proceeding Series).

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Detection of Osseous Metastasis from Bone Scintigrams Using a Combined Global and Local Patch-Based Deep Learning Model

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

UN SDGs

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