Triaging mammography with artificial intelligence: an implementation study.

Journal: Breast cancer research and treatment
Published Date:

Abstract

PURPOSE: Many breast centers are unable to provide immediate results at the time of screening mammography which results in delayed patient care. Implementing artificial intelligence (AI) could identify patients who may have breast cancer and accelerate the time to diagnostic imaging and biopsy diagnosis.

Authors

  • Sarah M Friedewald
    Feinberg School of Medicine, Northwestern University, 420 E Superior St, Chicago, IL, 60611, USA. sarah.friedewald@nm.org.
  • Marcin Sieniek
    Google Health, Palo Alto, CA, USA.
  • Sunny Jansen
    Verily Life Sciences, South San Francisco, CA, USA.
  • Fereshteh Mahvar
    Google Health, 1600 Amphitheatre Pkwy, Mountain View, CA, 94043, USA.
  • Timo Kohlberger
    From Google AI Healthcare, Google Research, Mountain View, California (Drs Liu, Kohlberger, Norouzi, Dahl, Peng, Hipp, and Stumpe); and Laboratory Department, Naval Medical Center, San Diego, California (Drs Smith, Mohtashamian, and Olson).
  • David Schacht
    Feinberg School of Medicine, Northwestern University, 420 E Superior St, Chicago, IL, 60611, USA.
  • Sonya Bhole
  • Dipti Gupta
    Feinberg School of Medicine, Northwestern University, 420 E Superior St, Chicago, IL, 60611, USA.
  • Shruthi Prabhakara
    From Google Health, 1600 Amphitheatre Pkwy, Mountain View, CA 94043 (S.K., J.Y., S.J., R.P., Z.N., C.C., N.B., S.M.M., T.H., A.P.K., G.S.C., L.P., K.C., P.H.C.C., Y.L., K.E., D.T., S.S., S.P.); Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); TB Department, Center of Infectious Disease Research in Zambia, Lusaka, Zambia (M.M.); Sibanye Stillwater, Weltevreden Park, Roodepoort, South Africa (J.M.); and Clickmedix, Gaithersburg, Md (T.S.).
  • Scott Mayer McKinney
    Google Health, Palo Alto, CA, USA. scottmayer@google.com.
  • Stacey Caron
    Feinberg School of Medicine, Northwestern University, 420 E Superior St, Chicago, IL, 60611, USA.
  • David Melnick
    Northwestern Medicine, Chicago, IL, USA.
  • Mozziyar Etemadi
    From the School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta (O.T.I., M.B.P., A.Q.J., A.D., A.O.B.); Division of Cardiology (S.D., T.D.M., L.K.) and Department of Bioengineering and Therapeutic Sciences (S.R.), University of California, San Francisco; and Department of Anesthesiology and Department of Biomedical Engineering, Northwestern University, Chicago, IL (M.E., J.A.H.).
  • Samantha Winter
    Google Health, 1600 Amphitheatre Pkwy, Mountain View, CA, 94043, USA.
  • Thidanun Saensuksopa
    Google Health, 1600 Amphitheatre Pkwy, Mountain View, CA, 94043, USA.
  • Alejandra Maciel
    Google Health, 1600 Amphitheatre Pkwy, Mountain View, CA, 94043, USA.
  • Luca Speroni
    Feinberg School of Medicine, Northwestern University, 420 E Superior St, Chicago, IL, 60611, USA.
  • Martha Sevenich
    Feinberg School of Medicine, Northwestern University, 420 E Superior St, Chicago, IL, 60611, USA.
  • Arnav Agharwal
    Google Health, 1600 Amphitheatre Pkwy, Mountain View, CA, 94043, USA.
  • Rubin Zhang
    Google Health, 1600 Amphitheatre Pkwy, Mountain View, CA, 94043, USA.
  • Gavin Duggan
    Google Health, 1600 Amphitheatre Pkwy, Mountain View, CA, 94043, USA.
  • Shiro Kadowaki
    Google Health, Mountain View, CA, USA.
  • Atilla P Kiraly
    Google AI, Mountain View, CA, USA.
  • Jie Yang
    Key Laboratory of Development and Maternal and Child Diseases of Sichuan Province, Department of Pediatrics, Sichuan University, Chengdu, China.
  • Basil Mustafa
    Google Research, Mountain View, CA, USA.
  • Yossi Matias
    Google Research, Google LLC, 1600 Amphitheatre Parkway, Mountain View, CA, USA.
  • Greg S Corrado
    Google Health, Palo Alto, CA USA.
  • Daniel Tse
    Google AI, Mountain View, CA, USA. tsed@google.com.
  • Krish Eswaran
    From Google Health, Google, 3400 Hillview Ave, Palo Alto, CA 94304 (A.B.S., C.C., Z.N., Y. Liu, K.E., D.T., N.B., S.S.); Google Research, Cambridge, Mass (Y. Li, A.M., A.S., J.H., D.K.); Google via Advanced Clinical, Deerfield, Ill (C.L.); Apollo Radiology International, Hyderabad, India (S.R.K.); and Northwestern Medicine, Chicago, Ill (M.E., F.G.V., D.M.).
  • Shravya Shetty
    Google AI, Mountain View, CA, USA.