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Machine Learning for Automated Immune Profiling and Tumor Morphology Analysis on IF Images, New Webinar Hosted by Xtalks
Date:5/16/2019

Join Dr. Nicolas Brieu, Principal Research Scientist at Definiens and Dr. Peter D. Caie, Senior Research Fellow at St. Andrew University, UK in a live webinar on Wednesday, June 5, 2019 at 9am EDT (2pm BST/UK) to learn about a deep learning based image analysis solution capable of automatically quantifying cell populations across multiplex immunofluorescence (IF) labelled tissue slides from muscle-invasive bladder cancer (MIBC) patients.

Muscle-invasive bladder cancer (MIBC) is a highly aggressive disease whose clinical reporting is based on TNM staging. Despite recent research into novel treatment and surgical strategies the mortality rates and prognoses of MIBC patients have remained immutable over the past 30 years. In addition to inter- and intra-reporter variability, TNM staging may not adequately encompass the complex and dynamic behavior of the disease.

An analysis of the tumor morphology and of the immune contexture may hold important pathological information, which could allow for better risk stratification of patients with MIBC than current clinical guidelines based on TNM staging.

In this free webinar, participants will learn about:

  • How survival decision trees enable the generation of easy-to-interpret models to stratify patients based on immune-related and morphological features and on censored survival data.
  • How these models result in the identification of sub-groups of patients with prognostic value
  • Combined use of machine learning (visual context random forest) for cell detection and of deep learning (convolutional neural networks) for epithelium region segmentation

For more information or to register for this event, visit Machine Learning for Automated Immune Profiling and Tumor Morphology Analysis on IF Images.

ABOUT XTALKS

Xtalks, powered by Honeycomb Worldwide Inc., is a leading provider of educational webinars to the global life science, food and medical device community. Every year thousands of industry practitioners (from life science, food and medical device companies, private & academic research institutions, healthcare centers, etc.) turn to Xtalks for access to quality content. Xtalks helps Life Science professionals stay current with industry developments, trends and regulations. Xtalks webinars also provide perspectives on key issues from top industry thought leaders and service providers.

To learn more about Xtalks visit http://xtalks.com
For information about hosting a webinar visit http://xtalks.com/why-host-a-webinar/

Read the full story at https://www.prweb.com/releases/machine_learning_for_automated_immune_profiling_and_tumor_morphology_analysis_on_if_images_new_webinar_hosted_by_xtalks/prweb16316627.htm.


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