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SUMMARY:Getting Started With HALO AI
DESCRIPTION:0000Days00Hrs00Min00SecThe webinar starts at 8:00 EST\, 13:00 GMT\, 14:00 CET \nLearn how to develop your own AI algorithms for segmentation\, classification\, and more using HALO AI\n\n\n\n\nSummary\n\n\n\n\nJoin us for an exciting webinar where you’ll embark on the journey of developing your own AI algorithms using HALO AI. This comprehensive session will guide you through creating and refining AI algorithms included with HALO AI\, providing invaluable tips\, tricks\, and best practices along the way.   \nWhether your focus is on tissue detection\, nuclear detection\, membrane detection\, object/cell phenotyping\, or slide quality control\, HALO AI has you covered. Additionally\, we will delve deeper into the capabilities of the AI Object Phenotyper\, an advanced tool designed to classify cells without the requirement for biomarker positivity.  \nDon’t miss this opportunity to enhance your AI skills and leverage the powerful features of HALO AI. We look forward to seeing you there!  \n\n\n\n\n\n\n\nLearning Objectives\n\n\n\n\n\nUnderstand the process of creating and training an algorithm using HALO AI \nLearn best practices for developing and training algorithms \nLearn about the capabilities and applications of AI-based object phenotyping\n\n\n\n\nRegister Now\nPresenter\n\nPedro Espinosa GonzalezSenior Field Applications Scientist – EMEA Indica Labs  \nPedro has a background in histology\, having worked in core facilities\, diagnostics units\, and research. During this time\, he specialized in cardiovascular\, neurological and oncological histology and developed an interest in image acquisition and image analysis giving him the opportunity to try different methods\, from WSI and confocal to super-resolution imaging and analysis. Pedro joined Indica Labs in 2022\, and in his current position as a Senior Field Applications Scientist provides applications support for HALO®\, HALO AI and HALO Link. 
URL:https://www.pathologynews.com/event/getting-started-with-halo-ai/
LOCATION:Online
CATEGORIES:Live Online Webinar
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DTEND;TZID=Europe/London:20260331T160000
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CREATED:20260302T135657Z
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UID:100119049-1774969200-1774972800@www.pathologynews.com
SUMMARY:Masterclass: Unlock Cell Population Discovery Using HALO® High Dimensional Analysis
DESCRIPTION:0000Days00Hrs00Min00SecThe webinar starts at 7:00 PDT\, 10:00 EDT\, 15:00 BST \nLearn how unbiased high-dimensional analysis can be seamlessly combined with AI-powered HALO workflows for multiplex images!\n\n\nSummary\n\n\n\n\nMultiplexed imaging generates rich datasets where extracting meaningful insights requires more than predefined gates.  \nIn this webinar\, we present a real-world use case analyzing tertiary lymphoid structures (TLS) in non-small cell lung cancer (NSCLC) using whole-slide multiplex immunofluorescence images acquired on the Orion™ platform (RareCyte). We demonstrate how standard HALO® workflows\, including AI-driven tissue classification and cell segmentation\, can be seamlessly combined with unbiased high-dimensional analysis\, all within the same software.  \nUsing K-means\, Phenograph\, and UMAP\, we explore phenotypic diversity within TLS from dense tumor regions and highly infiltrated zones. HALO® High Dimensional Analysis reveals biologically relevant differences between these zones beyond supervised phenotypes. Importantly\, the dynamic link between UMAP plots and the original tissue image provides biological meaning to clustering results and enables clear spatial validation.  \n\n\n\n\n\nLearning Objectives\n\n\n\n\n\nAssess sample cell composition “at a glance” using K-means and Phenograph. \nUse unsupervised analysis to quality control your analysis pipeline. \nNavigate interactively between the UMAP and biological image. \nApply an iterative\, data-driven strategy to identify and discover biologically relevant phenotypes. \n\n\n\n\nRegister Now\nPresenter\n\nDr. Ghislaine Lioux\nSenior Field Applications Scientist \nIndica Labs  \nDr. Ghislaine Lioux earned her PhD from the Spanish National Institute of Cardiovascular Research in Madrid as a Marie Curie Fellow\, where she studied molecular mechanisms of heart development. Ghislaine joined Indica Labs in 2020\, and in her current position as a Senior Field Applications Scientist she supports customers\, distributors\, and collaborators on the technical use of HALO software. 
URL:https://www.pathologynews.com/event/masterclass-unlock-cell-population-discovery-using-halo-high-dimensional-analysis/
LOCATION:Online
CATEGORIES:Live Online Webinar
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