Using AI to Detect Cancer Posts

Tag: Using AI to Detect Cancer

A blog post series around using artificial intelligence and machine learning to detect cancer.

Advanced Analytics | Artificial Intelligence | Data for Good

Julia GongMarch 15, 2019 0

Demo of deep learning to detect tumors in liver CT scans

This is the fifth and final post in my series of posts about the deep learning model I developed to detect tumors in 3D CT scans of livers. My last post talked about visualizing the results of the computer vision project. This post will cover model accuracy and the final

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Advanced Analytics | Artificial Intelligence | Data for Good

Julia GongMarch 5, 2019 0

Refining a deep learning model for object detection

This is the fourth post in my series about a computer vision project I worked on to identify liver tumors in CT scans. In my previous post, I had taken a break from my deep learning model to work on data management and data labeling. Now, I’ll return to the

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Advanced Analytics | Artificial Intelligence | Data for Good

Julia GongFebruary 28, 2019 0

Constructing the front of the computer vision pipeline

This is the third post describing a computer vision project I worked on at SAS to identify liver tumors in CT scans. In my previous post I talked about testing different models and hyperparameters for the models. Today, I’ll talk about data processing for image data. If you need to

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Health Care

Advanced Analytics

Liver CT scan divided into 16 blocks for analysis

Julia GongFebruary 15, 2019 0

Using deep learning for tumor segmentation in medical images

This is the second post in my series about a computer vision project I worked on at SAS. In my previous post, I talked about my initial research and excitement for the project. In this post, I’ll talk about how I refined my goals and got started with the project

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Advanced Analytics | Artificial Intelligence | Data for Good

Julia GongFebruary 4, 2019 0

Learning to use AI to detect cancer

Recently, I was given an amazing opportunity to work on a project in biomedical image analytics in collaboration with a large university medical center. The goal of the project was to develop a computer vision system that identifies tumors in CT scans of livers. I have always loved applying technology

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Tag: Using AI to Detect Cancer