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Pathology database of tissue images for deep learning

Royal Philips and LabPON, the first clinical laboratory to move to 100% histopathology digital diagnosis, plans to create a digital database of massive aggregated sets of annotated pathology images and big data, utilising Philips IntelliSite Pathology Solution. The database will provide pathologists with a wealth of clinical information for the development of image analytics algorithms for computational pathology and pathology education, while promoting research and discovery to develop new insights for disease assessment, including cancer.

Deep learning algorithms have the potential to improve the objectivity and efficiency in tumour tissue diagnosis. In recent years, deep learning techniques for image analysis have become the state of the art in computer vision, and has surpassed human performance in a number of tasks. The challenge for executing deep learning techniques is having access to a database with sufficient high-volume and high-quality data from which to develop the algorithms.

As one of the largest pathology laboratories in The Netherlands, LabPON will contribute its repository of approximately 300,000 whole-slide images (WSI) created each year to the database. This will contain de-identified datasets of annotated cases that are manually commented by the pathologist, and will comprise a wide range of tissue and disease types, as well as other pertinent diagnostic information to facilitate deep learning.

www.philips.com/digitalpathology

 

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Upcoming Events

Pathology Horizons 2024

MacDonald Bath Spa Hotel, Bath
18-20 April, 2024

Diagnostics North East Conference 2024

The Catalyst, Newcastle upon Tyne
19 April, 2024

ECCMID 2024 - European Congress of Clinical Microbiology and Infectious Diseases

Fira Gran Via, 08038 Barcelona, Spain
27-30 April 2024

British Society for Microbial Technology Annual Microbiology Conference

UK Health Security Agency, Colindale, London
2 May 2024

EQA Reports: Interpreting Key Information & Troubleshooting Tips

ONLINE - Zoom
Thursday 16th May 2024

Participants’ Meeting: UK NEQAS Immunology, Immunochemistry & Allergy

Sheffield Hallam University, City Campus, Howard Street, Sheffield
24th May 2024

Access the latest issue of Pathology In Practice on your mobile device together with an archive of back issues.

Download the FREE Pathology In Practice app from your device's App store

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