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42 changes: 27 additions & 15 deletions assets/html/chapters.json
Original file line number Diff line number Diff line change
Expand Up @@ -2,67 +2,79 @@
[1,"Theories of Machine Learning", [
{
"topic-title":"Introduction to Machine Learning",
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/1A.ipynb"
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/1-1.ipynb"
},
{
"topic-title":"Machine Learning Tasks",
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/2A.ipynb"
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/1-2.ipynb"
},
{
"topic-title":"Ethics in Medical AI - Coming Soon...",
"topic-title":"Academic Approach to Machine Learning for Medical Imaging - Coming Soon...",
"notebook-link":"#"
},
{
"topic-title":"Ethics in Medical AI",
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/1-4.ipynb"
}
]],
[2,"First Generation of Machine Learning", [
{
"topic-title":"Fundementals of Programming",
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/4A.ipynb"
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/2-1.ipynb"
},
{
"topic-title":"Fundamental elements of Networks",
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/8A.ipynb"
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/2-2.ipynb"
},
{
"topic-title":"Simple Regression - Coming Soon...",
"notebook-link":"#"
},
{
"topic-title":"Simple Classification",
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/Simple_classification.ipynb"
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/2-4.ipynb"
},
{
"topic-title":"Simple Segmentation - Coming Soon...",
"notebook-link":"#"
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/2-5.ipynb"
},
{
"topic-title":"Simple Generative AI - Coming Soon...",
"notebook-link":"#"
"topic-title":"GANs",
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/2-6.ipynb"
},
{
"topic-title":"Diffusion Models",
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/2-7.ipynb"
},
{
"topic-title":"Networks with memory",
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/12B.ipynb"
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/2-8.ipynb"
}
]],
[3,"Handling Medical Images", [
{
"topic-title":"Medical Imaging Modalities",
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/3A.ipynb"
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/3-1.ipynb"
},
{
"topic-title":"Medical Imaging Standards",
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/3B.ipynb"
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/3-2.ipynb"
},
{
"topic-title":"Image Processing Toolbox",
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/7A.ipynb"
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/3-3.ipynb"
},
{
"topic-title":"Medical Imaging Toolbox",
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/5A.ipynb"
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/3-4.ipynb"
},
{
"topic-title":"Image Manipulation",
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/6A.ipynb"
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/3-5.ipynb"
},
{
"topic-title":"Image Manipulation_2",
"notebook-link":"https://github.com/Mayo-Radiology-Informatics-Lab/MIDeL/blob/main/chapters/3-6.ipynb"
}
]],
[4,"How to Train Your Model", [
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