Multiparametric deep learning tissue signatures for a radiological biomarker of breast cancer: Preliminary results

Author:

Parekh Vishwa S.12,Macura Katarzyna J.13,Harvey Susan C.14,Kamel Ihab R.13,EI‐Khouli Riham15,Bluemke David A.6,Jacobs Michael A.13

Affiliation:

1. The Russell H. Morgan Department of Radiology and Radiological Sciences The Johns Hopkins University School of Medicine Baltimore MD 21205USA

2. Department of Computer Science The Johns Hopkins University Baltimore MD 21208USA

3. Sidney Kimmel Comprehensive Cancer Center The Johns Hopkins University School of Medicine Baltimore MD 21205USA

4. Hologic Inc 36 Apple Ridge Rd Danbury CT 06810USA

5. Department of Radiology and Radiological Sciences University of Kentucky Lexington KY 40536USA

6. Department of Radiology University of Wisconsin School of Medicine and Public Health Madison WI 53726USA

Funder

National Institutes of Health

Publisher

Wiley

Subject

General Medicine

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5. GoodfellowI Pouget‐AbadieJ MirzaM et al.Generative adversarial nets.Advances in Neural Information Processing Systems;2014:2672‐2680.

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