460-03-014 ISMRM Abstract

AI based Anthropometric measurement from breast MRI images

Primary: Analysis Methods - Segmentation and Detection

Secondary: Body - Breast

460-03-014 · Image Classification for Breast Cancer · Tuesday, 12 May, 1:40 PM–2:35 PM · Digital Posters Row A

Keywords: Breast Deep Learning Segmentation Automated measurement NnU-Net Anthropometric

Accepted

Niti Chikhale¹, Viswanath Pamulakanty Sudarshan², Sairamesh Raghuraman², Jaladhar Neelavalli ¹

¹Biomedical Engineering, Indian Institute of Technology, Hyderabad, India

²Philips Healthcare, Bengaluru, India

Presenting Author: Jaladhar Neelavalli

Synopsis

Motivation:

Goals:

Approach:

Results:

Full abstract & presentation

The full text, figures, and any recorded presentation for this abstract are not shown here. Log in if you are a member or registered attendee with access.

Full abstracts, figures, and presentations for Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition are available to registered attendees. This content becomes freely available to the public roughly two years after the meeting.

To request or purchase access, contact the ISMRM Central Office at info@ismrm.org.

References

1. Front Sports Act Living. 2022 Mar 9;4:821210. doi: 10.3389/fspor.2022.821210 [doi]

2. https://pmc.ncbi.nlm.nih.gov/articles/PMC8959632/

3. Al-Qattan MM, Aldakhil SS, Al-Hassan TS, Al-Qahtani A. Anthropometric Breast Measurement. Plastic and Reconstructive Surgery - Global Open. 2019;7(8):e2326. doi:https://doi.org/10.1097/gox.0000000000002326 [doi]

4. Kusano AS, Trichopoulos D, Terry KL, Chen WY, Willett WC, Michels KB. A prospective study of breast size and premenopausal breast cancer incidence. International Journal of Cancer. 2005;118(8):2031-2034. doi:https://doi.org/10.1002/ijc.21588 [doi]

5. The. Dynamic contrast-enhanced magnetic resonance images of breast cancer patients with tumor locations. The Cancer Imaging Archive (TCIA). Published January 22, 2024. https://www.cancerimagingarchive.net/collection/duke-breast-cancer-mri/

6. The. QIN-BREAST. The Cancer Imaging Archive (TCIA). Published January 12, 2024. Accessed October 29, 2025. https://www.cancerimagingarchive.net/collection/qin-breast/

7. The. Standard and Delayed Contrast-Enhanced MRI of Malignant and Benign Breast Lesions with Histological and Clinical Supporting Data. The Cancer Imaging Archive (TCIA). Published October 3, 2024. https://www.cancerimagingarchive.net/collection/advanced-mri-breast-lesions/

8. The. Variations of dynamic contrast-enhanced magnetic resonance imaging in evaluation of breast cancer therapy response: a multicenter data analysis challenge. The Cancer Imaging Archive (TCIA). Published February 22, 2024. Accessed October 29, 2025. https://www.cancerimagingarchive.net/collection/qin-breast-dce-mri/

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/460-03-014