Magnetic resonance imaging features of invasive breast cancer association with the tumour stromal ratio

Nazimah Ab Mumin; Marlina Tanty Ramli Hamid; Shamsiah Abdul Hamid; Seow-Fan Chiew; Mohd Shahril Ahmad Saman; Kartini Rahmat

doi:10.1371/journal.pone.0290772

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Open Access

Peer-reviewed

Research Article

Magnetic resonance imaging features of invasive breast cancer association with the tumour stromal ratio

Nazimah Ab Mumin ,

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Project administration, Resources, Validation, Visualization, Writing – original draft

* E-mail: tanty3011@yahoo.com (MTRH); nazimah_mumin@uitm.edu.my (NAM)

Affiliations Faculty of Medicine, Department of Radiology, Universiti Teknologi MARA, Selangor, Malaysia, Faculty of Medicine, Department of Biomedical Imaging, University of Malaya, Kuala Lumpur, Malaysia

https://orcid.org/0000-0001-8720-5700

⨯
Marlina Tanty Ramli Hamid ,

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

* E-mail: tanty3011@yahoo.com (MTRH); nazimah_mumin@uitm.edu.my (NAM)

Affiliation Faculty of Medicine, Department of Radiology, Universiti Teknologi MARA, Selangor, Malaysia

https://orcid.org/0000-0002-1355-0621

⨯
Shamsiah Abdul Hamid,

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Resources, Supervision, Validation, Visualization, Writing – review & editing

Affiliation Faculty of Medicine, Department of Radiology, Universiti Teknologi MARA, Selangor, Malaysia
⨯
Seow-Fan Chiew,

Roles Formal analysis, Investigation, Methodology, Resources, Software, Writing – review & editing

Affiliation Faculty of Medicine, Department of Pathology, University of Malaya, Kuala Lumpur, Malaysia

https://orcid.org/0000-0002-6444-3279

⨯
Mohd Shahril Ahmad Saman,

Roles Data curation, Formal analysis, Methodology, Software, Supervision, Validation, Writing – review & editing

Affiliation Faculty of Medicine, Department of Public Health, Universiti Teknologi MARA, Selangor, Malaysia
⨯
Kartini Rahmat

Roles Conceptualization, Data curation, Methodology, Supervision, Validation, Writing – review & editing

Affiliation Faculty of Medicine, Department of Biomedical Imaging, University of Malaya, Kuala Lumpur, Malaysia
⨯

Magnetic resonance imaging features of invasive breast cancer association with the tumour stromal ratio

Nazimah Ab Mumin,
Marlina Tanty Ramli Hamid,
Shamsiah Abdul Hamid,
Seow-Fan Chiew,
Mohd Shahril Ahmad Saman,
Kartini Rahmat

Published: August 25, 2023
https://doi.org/10.1371/journal.pone.0290772

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Breast cancer
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Magnetic resonance imaging
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Breast tumors
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