Deep Learning Models Based on Pretreatment MRI and Clinicopathological Data to Predict Responses to Neoadjuvant Systemic Therapy in Triple-Negative Breast Cancer
We developed 3D deep learning models based on pretreatment data that could predict pCR to NAST in TNBC patients.
Authors
- Lei Huo (ORCID: https://orcid.org/0000-0001-7533-9082)
- Gary J. Whitman (ORCID: https://orcid.org/0000-0003-2002-7457)
- Gaiane M. Rauch (ORCID: https://orcid.org/0000-0003-2079-5202)
- Anil Korkut (ORCID: https://orcid.org/0000-0001-8072-9026)
- Jennifer K. Litton (ORCID: https://orcid.org/0000-0001-8390-4985)
- Kelly K. Hunt (ORCID: https://orcid.org/0000-0001-9156-8723)
- Zijian Zhou (ORCID: https://orcid.org/0000-0001-8976-8507)
- Alastair Mark Thompson (ORCID: https://orcid.org/0000-0003-0604-7267)
- Rania M. Mohamed (ORCID: https://orcid.org/0000-0002-6487-3965)
- Jessica W. T. Leung (ORCID: https://orcid.org/0000-0003-2232-2134)
- Miral Patel (ORCID: https://orcid.org/0000-0002-0942-2731)
- Deanna L. Lane (ORCID: https://orcid.org/0000-0001-8221-4333)
- Bikash Panthi
- Jong Bum Son (ORCID: https://orcid.org/0000-0003-2548-5895)
- Mary S. Guirguis (ORCID: https://orcid.org/0000-0001-5874-8861)
- Clinton Yam (ORCID: https://orcid.org/0000-0002-0809-0851)
- Rosalind P. Candelaria (ORCID: https://orcid.org/0000-0002-7897-7896)
- Peng Wei (ORCID: https://orcid.org/0009-0000-3514-6921)
- Tanya W. Moseley (ORCID: https://orcid.org/0000-0002-2018-8253)
- Beatriz E. Adrada (ORCID: https://orcid.org/0000-0002-5539-5332)
- Zhan Xu (ORCID: https://orcid.org/0000-0002-5892-0227)
- Huong T. Le‐Petross (ORCID: https://orcid.org/0000-0003-0356-498X)
- Vicente Valero (ORCID: https://orcid.org/0000-0001-5913-7480)
- Wei Yang (ORCID: https://orcid.org/0000-0003-2936-2972)
- Haonan Feng (ORCID: https://orcid.org/0000-0002-2559-1893)
- Jingfei Ma (ORCID: https://orcid.org/0000-0003-2827-8891)
- Huiqin Chen (ORCID: https://orcid.org/0000-0003-2477-5436)
- Debu Tripathy (ORCID: https://orcid.org/0000-0002-5711-2404)
Institutions
- The University of Texas MD Anderson Cancer Center (US)
- Baylor College of Medicine (US)
Publication Details
- Journal
- Cancers
- Published
- 2025-03-13
- DOI
- https://doi.org/10.3390/cancers17060966
- Citations
- 7
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 9.52