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Kubernetes and AI in Cancer Diagnosis and Treatment

Offered By: CNCF [Cloud Native Computing Foundation] via YouTube

Tags

Computational Biology Courses Artificial Intelligence Courses Cloud Computing Courses Neural Networks Courses Kubernetes Courses Image Processing Courses Medical Imaging Courses Cancer Research Courses Histopathology Courses

Course Description

Overview

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Explore how Kubernetes clusters and AI collaborate in the fight against cancer in this 27-minute conference talk. Discover the power of computational biology, which combines AI, medicine, mathematics, statistics, IoT, and cloud computing to enhance diagnostic precision and capacity. Learn about the processing of cancer images and witness real-world examples of AI algorithm development and deployment on geographically distributed Kubernetes clusters. Understand how these technologies enable doctors to perform life-saving treatments by analyzing thousands of cases daily. Delve into topics such as histopathology, image preprocessing, contrast enhancement, classification, autoencoders, neural networks, and the challenges of hospital data digitalization and storage.

Syllabus

Intro
Goals
Histopathologist
White Rabbit
Stardust
Preprocessing
Contrast
Classification
Autoencoder
Examples
Decoder
Neural Network
Results
Archives of the Hospital
Digitalization
Storage
Reference Links
Questions


Taught by

CNCF [Cloud Native Computing Foundation]

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