Computational pathology: A path ahead

David N. Louis, Michael Feldman, Alexis B. Carter, Anand S. Dighe, John D. Pfeifer, Lynn Bry, Jonas S. Almeida, Joel Saltz, Jonathan Braun, John E. Tomaszewski, John R. Gilbertson, John H. Sinard, Georg K. Gerber, Stephen J. Galli, Jeffrey A. Golden, Michael J. Becich

Research output: Contribution to journalArticlepeer-review

62 Scopus citations

Abstract

Context. - We define the scope and needs within the new discipline of computational pathology, a discipline critical to the future of both the practice of pathology and, more broadly, medical practice in general. Objective. - To define the scope and needs of computational pathology. Data Sources. - A meeting was convened in Boston, Massachusetts, in July 2014 prior to the annual Association of Pathology Chairs meeting, and it was attended by a variety of pathologists, including individuals highly invested in pathology informatics as well as chairs of pathology departments. Conclusions. - The meeting made recommendations to promote computational pathology, including clearly defining the field and articulating its value propositions; asserting that the value propositions for health care systems must include means to incorporate robust computational approaches to implement data-driven methods that aid in guiding individual and population health care; leveraging computational pathology as a center for data interpretation in modern health care systems; stating that realizing the value proposition will require working with institutional administrations, other departments, and pathology colleagues; declaring that a robust pipeline should be fostered that trains and develops future computational pathologists, for those with both pathology and nonpathology backgrounds; and deciding that computational pathology should serve as a hub for data-related research in health care systems. The dissemination of these recommendations to pathology and bioinformatics departments should help facilitate the development of computational pathology.

Original languageEnglish
Pages (from-to)41-50
Number of pages10
JournalArchives of Pathology and Laboratory Medicine
Volume140
Issue number1
DOIs
StatePublished - Jan 2016

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