Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms.

Abstract

Authors

• Thomas Schaffter
  Computational Oncology, Sage Bionetworks, Seattle, Washington.
• Diana S M Buist
  Group Health Research Institute, Seattle, WA, USA.
• Christoph I Lee
  Department of Radiology, University of Washington School of Medicine, Seattle, WA, USA.
• Yaroslav Nikulin
  Therapixel, Paris, France.
• Dezső Ribli
  Department of Physics of Complex Systems, Eötvös Loránd University, Budapest, Hungary. dkrib@caesar.elte.hu.
• Yuanfang Guan
  Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA. gyuanfan@umich.edu.
• William Lotter
  DeepHealth Inc, Cambridge, Massachusetts.
• Zequn Jie
  Tencent AI Lab, Shenzhen, China.
• Hao Du
  National University of Singapore, Singapore.
• Sijia Wang
  CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, 200031, China.
• Jiashi Feng
• Mengling Feng
  Saw Swee Hock School of Public Health, National University Health System, National University of Singapore, Singapore.
• Hyo-Eun Kim
  Lunit Inc, Seoul, Korea.
• Francisco Albiol
  Instituto de Física Corpuscular (IFIC), CSIC-Universitat de València, Valencia, Spain.
• Alberto Albiol
  Universitat Politecnica de Valencia, Valencia, Valenciana, Spain.
• Stephen Morrell
  Centre for Medical Image Computing, University College London, Bloomsbury, London, United Kingdom.
• Zbigniew Wojna
  Tensorflight Inc, Mountain View, California.
• Mehmet Eren Ahsen
  Department of Business Administration, University of Illinois at Urbana Champaign, Champaign, Illinois.
• Umar Asif
  IBM Research Australia, Melbourne, Australia.
• Antonio Jimeno Yepes
  IBM Research Australia, Melbourne, VIC, Australia. Electronic address: antonio.jimeno@au1.ibm.com.
• Shivanthan Yohanandan
  IBM Research Australia, Melbourne, Australia.
• Simona Rabinovici-Cohen
  IBM Research Haifa, Haifa University Campus, Mount Carmel, Haifa, Israel.
• Darvin Yi
  Stanford University, Department of Radiology, Stanford, CA.
• Bruce Hoff
  Computational Oncology, Sage Bionetworks, Seattle, Washington.
• Thomas Yu
  Computational Oncology, Sage Bionetworks, Seattle, Washington.
• Elias Chaibub Neto
  Computational Oncology, Sage Bionetworks, Seattle, Washington.
• Daniel L Rubin
  Department of Biomedical Data Science, Stanford University School of Medicine Medical School Office Building, Stanford CA 94305-5479.
• Peter Lindholm
  Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden.
• Laurie R Margolies
  ISMMS, Department of Diagnostic, Molecular, and Interventional Radiology, New York, 10029, USA.
• Russell Bailey McBride
  Department of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.
• Joseph H Rothstein
  ISMMS, Department of Population Health Science and Policy and Department of Genetics and Genomic Sciences, New York, 10029, USA.
• Weiva Sieh
  ISMMS, Department of Population Health Science and Policy and Department of Genetics and Genomic Sciences, New York, 10029, USA.
• Rami Ben-Ari
  IBM Research Haifa, Haifa University Campus, Mount Carmel, Haifa, Israel.
• Stefan Harrer
  IBM Research - Australia, 204 Lygon Street, 3053 Carlton, VIC, Australia. Electronic address: sharrer@au.ibm.com.
• Andrew Trister
  Fred Hutchinson Cancer Research Center, Seattle, Washington.
• Stephen Friend
  Computational Oncology, Sage Bionetworks, Seattle, Washington.
• Thea Norman
  Bill and Melinda Gates Foundation, Seattle, Washington.
• Berkman Sahiner
  Food and Drug Administration/CDRH, Silver Spring, USA.
• Fredrik Strand
  Department of Oncology and Pathology, Karolinska Institute, Stockholm, Sweden.
• Justin Guinney
  Computational Oncology, Sage Bionetworks, Seattle, Washington.
• Gustavo Stolovitzky
  Thomas J. Watson Research Center, IBM, Yorktown Heights, NY, USA.
• Lester Mackey
  Microsoft New England Research and Development Center, Cambridge, Massachusetts.
• Joyce Cahoon
  North Carolina State University, Raleigh.
• Li Shen
  Department of Clinical Pharmacy, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China.
• Jae Ho Sohn
  Radiology & Biomedical Imaging, UCSF Medical Center, 505 Parnassus Ave, San Francisco, CA, 94158, USA. sohn87@gmail.com.
• Hari Trivedi
  Department of Radiology, Medical College of Georgia at Augusta University, 1120 15th St, Augusta, GA 30912 (Y.T.); and Department of Radiology, Emory University, Atlanta, Ga (B.V., E.K., A.P., J.G., N.S., H.T.).
• Yiqiu Shen
• Ljubomir Buturovic
  Clinical Persona Inc., East Palo Alto, California. Electronic address: ljubomir@clinicalpersona.com.
• Jose Costa Pereira
• Jaime S Cardoso
• Eduardo Castro
  Faculdade de Engenharia da Universidade do Porto (FEUP), R. Dr. Roberto Frias s/n, 4200-465 Porto, Portugal.
• Karl Trygve Kalleberg
  KolibriFX, Oslo, Norway.
• Obioma Pelka
  Department of Computer Science, University of Applied Sciences and Arts Dortmund (FHDO), Dortmund, NRW Germany.
• Imane Nedjar
  Biomedical Engineering Laboratory Tlemcen University, Tlemcen, Algeria.
• Krzysztof J Geras
  2 Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, NY.
• Felix Nensa
  Institute for AI in Medicine (IKIM), University Hospital Essen, 45131 Essen, Germany.
• Ethan Goan
  Queensland University of Technology, Brisbane, Australia.
• Sven Koitka
  Institute of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Essen, Germany.
• Luis Caballero
  Instituto de Física Corpuscular (IFIC), CSIC-Universitat de València, Valencia, Spain.
• David D Cox
  Department of Molecular and Cellular Biology, School of Engineering and Applied Sciences and Center for Brain Science, Harvard University, 52 Oxford St., Cambridge, MA, 02138, USA. davidcox@fas.harvard.edu.
• Pavitra Krishnaswamy
• Gaurav Pandey
  Icahn Institute for Genomics and Multiscale Biology and Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA. Electronic address: gaurav.pandey@mssm.edu.
• Christoph M Friedrich
  Department of Computer Science, University of Applied Sciences and Arts Dortmund, Dortmund, Germany.
• Dimitri Perrin
  School of Electrical Engineering and Computer Science, Queensland University of Technology, Brisbane, 4001, Australia.
• Clinton Fookes
  The Speech, Audio, Image and Video Technologies (SAIVT) research group, School of Electrical Engineering & Computer Science, Queensland University of Technology, Australia.
• Bibo Shi
  Carl E. Ravin Advanced Imaging Laboratories, Department of Radiology, Duke University School of Medicine, Durham, North Carolina. Electronic address: bibo.shi@duke.edu.
• Gerard Cardoso Negrie
  Satalia, London, United Kingdom.
• Michael Kawczynski
  Institute for Computational Health Sciences, University of California, San Francisco, 550 16th Street, San Francisco, CA, USA.
• Kyunghyun Cho
  Department of Information and Computer Science, Aalto University School of Science, Finland.
• Can Son Khoo
  University College London, London, United Kingdom.
• Joseph Y Lo
  Carl E. Ravin Advanced Imaging Laboratories, Department of Radiology, Duke University School of Medicine, Durham, North Carolina.
• A Gregory Sorensen
  DeepHealth Inc, Cambridge, Massachusetts.
• Hwejin Jung
  Department of Computer Science and Engineering, Korea University, Seoul, Republic of Korea.

Keywords

External Resources