Discover 54 handpicked medical imaging notebooks, all gathered in just 30 days. From brain tumor detection to simple chest X-rays, dive into the best practical guides out there. Curated by PYCAD, this is your one-stop resource to up your medical imaging game!
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This ebook serves as a guide for those who are new to the profession of medical imaging. It provides definitions and resources like where to learn anatomy. Where can you find quality papers? Where can you find good, cost-free datasets? plus more.
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➡️ All videos
| Title | Tags | Link |
|---|---|---|
| Spine Segmentation using nnUNet | NIFTISimpleITK3DPythonnnUNetSegmentation | YouTube |
| How I Built MONAIGPT | ChatbotMONAILangChainChromadb | Udemy |
| Python for Medical Imaging | DicomNIFTIITKSimpleITK3DPython | YouTube |
| How to Work With Dicom Using Python | DicomMedical ImagingPython | YouTube |
| How to Improve Medical Image Classification Results | Medical ImagingImage ClassificationPython | YouTube |
| Automatic Liver Segmentation Using PyTorch and Monai | Medical ImagingImage SegmentationPython | YouTube |
| Learn Tkinter from Scratch to Create Desktop Applications | PythonTkinterGUI | YouTube |
| Learn C++ for Beginners | C++Basics | YouTube |
Student's Testimonials.
| Name | Description | Access | Code | README | Live Demo |
|---|---|---|---|---|---|
| Medical Annotation for Yolo | This repository contains code for our tool that converts medical annotations into YOLO-v5-v8 format. The tool is designed for easy use and has a simple interface, which makes the process of annotation conversion as easy as a single command. | Free | GitHub | Yes | Not available |
| MONAIGPT | A webapp assistant for MONAI documentation | Free - Demo | Request | Not available | Live |
| Medical Conversions | A Python application to do the conversions between the medical imaging data format and normal images | Free | GitHub | Yes | Not available |
| Medical Images Visualization With Streamlit | In this small project, I will show you how you can use Streamlit and VTK to create a simple 3D visualizer that allows you to upload and visualize NIFTI files. | Free | GitHub | Yes | Not available |
| Desktop Dicom Visualizer | This application if to visualize the dicoms, change their contrast, anonymize them, convert them to JPG, NIFTI, MP4 | Free | GitHub | Yes | Not available |
| Online Dicom Visualizer | This is a web based dicom visualizer where you have access to the 3 views (Axial, Saggital, Coronal) and you can scroll between the slices | Free | GitHub | Not available | Not available |
| Anonymize Dicoms | This is a web based dicom anonymizer, where you can upload a zip file containing none anonymized dicoms and you download the anymized dicoms | Free UsePaid Code | Join | Soon | Live |
| Movies Finder | A web app that helps you find a movie that you don't remember its name | Free UsePaid Code | Request | Soon | Live |