Literature DB >> 31465119

Next generation pathology: artificial intelligence enhances histopathology practice.

Balazs Acs1, Johan Hartman1.   

Abstract

Deep learning algorithms have shown benefits for pathology in the context of risk stratification of tumors. Although the results are promising, several steps have to be made to confirm clinical utility. In a recent issue of The Journal of Pathology, Colling et al present a perspective manuscript providing a roadmap to routine use of artificial intelligence in histopathology. In this commentary, we aimed to put these key points in the context of recent findings of AI and digital image analysis studies.
© 2019 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd. © 2019 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.

Entities:  

Keywords:  artificial intelligence; deep learning; standardization

Mesh:

Year:  2019        PMID: 31465119     DOI: 10.1002/path.5343

Source DB:  PubMed          Journal:  J Pathol        ISSN: 0022-3417            Impact factor:   7.996


  5 in total

1.  Digital pathology in academia: Implementation and impact.

Authors:  Yava Jones-Hall
Journal:  Lab Anim (NY)       Date:  2021-08-04       Impact factor: 12.625

2.  Estimating the time of skeletal muscle contusion based on the spatial distribution of neutrophils: a practical approach to forensic problems.

Authors:  Qiu-Xiang Du; Liang Wang; Dan Li; Jia-Jia Niu; Xu-Dong Zhang; Jun-Hong Sun
Journal:  Int J Legal Med       Date:  2021-09-13       Impact factor: 2.686

Review 3.  Deep Learning Approaches and Applications in Toxicologic Histopathology: Current Status and Future Perspectives.

Authors:  Shima Mehrvar; Lauren E Himmel; Pradeep Babburi; Andrew L Goldberg; Magali Guffroy; Kyathanahalli Janardhan; Amanda L Krempley; Bhupinder Bawa
Journal:  J Pathol Inform       Date:  2021-11-01

Review 4.  Dissecting Tumor-Immune Microenvironment in Breast Cancer at a Spatial and Multiplex Resolution.

Authors:  Evangelos Tzoras; Ioannis Zerdes; Nikos Tsiknakis; Georgios C Manikis; Artur Mezheyeuski; Jonas Bergh; Alexios Matikas; Theodoros Foukakis
Journal:  Cancers (Basel)       Date:  2022-04-14       Impact factor: 6.575

Review 5.  Not only a small liver - The pathologist's perspective in the pediatric liver transplant setting.

Authors:  Alessandro Gambella; Luca Mastracci; Chiara Caporalini; Paola Francalanci; Claudia Mescoli; Jacopo Ferro; Rita Alaggio; Federica Grillo
Journal:  Pathologica       Date:  2022-02
  5 in total

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