Exploring the feasibility of FOCUS DWI with deep learning reconstruction for breast cancer diagnosis: A comparative study with conventional DWI

Yue Ming; Fan Yang; Yitian Xiao; Shuting Yue; Pengfei Peng; Xun Yue; Qian Pu; Huiyi Yang; Huilou Liang; Bo Zhang; Juan Huang; Jiayu Sun

doi:10.1371/journal.pone.0313011

Loading metrics

Open Access

Peer-reviewed

Research Article

Exploring the feasibility of FOCUS DWI with deep learning reconstruction for breast cancer diagnosis: A comparative study with conventional DWI

Yue Ming ,

Contributed equally to this work with: Yue Ming, Fan Yang

Roles Methodology, Writing – original draft, Writing – review & editing

Affiliation Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
⨯
Fan Yang ,

Contributed equally to this work with: Yue Ming, Fan Yang

Roles Investigation, Methodology, Validation, Writing – review & editing

Affiliation Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
⨯
Yitian Xiao,

Roles Data curation, Investigation, Validation

Affiliation Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
⨯
Shuting Yue,

Roles Data curation, Investigation, Validation

Affiliations Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China, Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
⨯
Pengfei Peng,

Roles Investigation

Affiliation Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
⨯
Xun Yue,

Roles Investigation

Affiliations Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China, Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
⨯
Qian Pu,

Roles Formal analysis, Methodology, Validation

Affiliation Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
⨯
Huiyi Yang,

Roles Formal analysis, Methodology, Validation

Affiliations Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China, Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
⨯
Huilou Liang,

Roles Software

Affiliation GE HealthCare MR Research, Beijing, China
⨯
Bo Zhang,

Roles Software

Affiliation GE HealthCare MR Research, Beijing, China
⨯
Juan Huang ,

Roles Investigation, Resources, Writing – review & editing

* E-mail: cardiac_wchscu@163.com (JS); 331883561@qq.com (JH)

Affiliation Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
⨯
Jiayu Sun

Roles Project administration, Resources, Software

* E-mail: cardiac_wchscu@163.com (JS); 331883561@qq.com (JH)

Affiliation Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China

https://orcid.org/0000-0002-0920-5948

⨯

Exploring the feasibility of FOCUS DWI with deep learning reconstruction for breast cancer diagnosis: A comparative study with conventional DWI

Yue Ming,
Fan Yang,
Yitian Xiao,
Shuting Yue,
Pengfei Peng,
Xun Yue,
Qian Pu,
Huiyi Yang,
Huilou Liang,
Bo Zhang

Published: October 31, 2024
https://doi.org/10.1371/journal.pone.0313011

Reader Comments (0)

Post a new comment on this article

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Diffusion weighted imaging
Is the Subject Area "Diffusion weighted imaging" applicable to this article?

Thanks for your feedback.
Breast cancer
Is the Subject Area "Breast cancer" applicable to this article?

Thanks for your feedback.
Magnetic resonance imaging
Is the Subject Area "Magnetic resonance imaging" applicable to this article?

Thanks for your feedback.
Image processing
Is the Subject Area "Image processing" applicable to this article?

Thanks for your feedback.
Lesions
Is the Subject Area "Lesions" applicable to this article?

Thanks for your feedback.
Imaging techniques
Is the Subject Area "Imaging techniques" applicable to this article?

Thanks for your feedback.
Echo planar imaging
Is the Subject Area "Echo planar imaging" applicable to this article?

Thanks for your feedback.
Signal to noise ratio
Is the Subject Area "Signal to noise ratio" applicable to this article?

Thanks for your feedback.