Predicting Breast Cancer by Applying Deep Learning to Linked Health Records and Mammograms

Author:

Akselrod-Ballin Ayelet1,Chorev Michal1ORCID,Shoshan Yoel1ORCID,Spiro Adam1ORCID,Hazan Alon1ORCID,Melamed Roie1ORCID,Barkan Ella1ORCID,Herzel Esma1ORCID,Naor Shaked1ORCID,Karavani Ehud1ORCID,Koren Gideon1ORCID,Goldschmidt Yaara1ORCID,Shalev Varda1ORCID,Rosen-Zvi Michal1ORCID,Guindy Michal1ORCID

Affiliation:

1. From the Department of Healthcare Informatics, IBM Research, IBM R&D Labs, University of Haifa Campus, Mount Carmel, Haifa 3498825, Israel (A.A.B., M.C., Y.S., A.S., A.H., R.M., E.B., S.N., E.K., Y.G., M.R.Z.); MaccabiTech, MKM, Maccabi Healthcare Services, Tel Aviv, Israel (E.H., G.K., V.S.); and Department of Imaging, Assuta Medical Centers, Tel Aviv, Israel (M.G.).

Publisher

Radiological Society of North America (RSNA)

Subject

Radiology Nuclear Medicine and imaging

Reference33 articles.

1. American Cancer Society. Global Cancer Facts & Figures. 3rd ed. Atlanta, Ga: American Cancer Society, 2015.

2. Breast Image Analysis for Risk Assessment, Detection, Diagnosis, and Treatment of Cancer

3. Beyond randomized controlled trials

4. Sickles EA, D’Orsi CJ, Bassett LW. American College of Radiology Breast Imaging Reporting and Data System Atlas (ACR BI-RADS Atlas). Reston, Va: American College of Radiology, 2013.

5. Beyond mammography screening: quality assurance in breast cancer diagnosis (The QuaMaDi Project)

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