ct-scans 开源项目推荐（103 个）

eidelen /DicomToMesh

一个命令行工具，可以将DICOM体积转换为3D表面网格（obj、stl 或 ply）。可以启用多种网格处理程序，如网格简化、平滑或清洁。支持Linux、OSX和Windows。

kaushikjadhav01 /COVID-19-Detection-Flask-App-based-on-Chest-X-rays-and-CT-Scans

COVID-19 Detection Chest X-rays and CT scans: COVID-19 Detection based on Chest X-rays and CT Scans using four Transfer Learning algorithms: VGG16, ResNet50, InceptionV3, Xception. The models were trained for 500 epochs on around 1000 Chest X-rays and around 750 CT Scan images on Google Colab GPU. A Flask App was later developed wherein user can…

AiAiHealthcare /ProjectAiAi

AiAi.care project is teaching computers to "see" chest X-rays and interpret them how a human Radiologist would. We are using 700,000 Chest X-Rays + Deep Learning to build an FDA 💊 approved, open-source screening tool for Tuberculosis and Lung Cancer. After an MRMC clinical trial, AiAi CAD will be distributed for free to emerging nations, charita…

RL4M /PCRLv2

An official implementation of PCRLv2 (pre-training and fine-tuning code are included).

rachellea /ct-volume-preprocessing

End-to-end Python CT volume preprocessing pipeline to convert raw DICOMs into clean 3D numpy arrays for ML. From paper Draelos et al. "Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes."

jeremykohn /rid-covid

Image-based COVID-19 diagnosis. Links to software, data, and other resources.

mr7495 /COVID-CT-Code

Fully automated code for Covid-19 detection from CT scans from paper: https://doi.org/10.1016/j.bspc.2021.102588

nifm-gin /MP3

🔀 Medical software for Processing multi-Parametric images Pipelines

rachellea /ct-net-models

Machine learning models for multi-organ, multi-disease prediction in chest CT volumes. From paper Draelos et al. "Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes."

omagdy /3DRDN-CycleGAN

Deep CNN for performing 3D super resolution on CT/MRI scans

AlexTS1980 /COVID-CT-Mask-Net

Segmentation and Classification models for COVID CT scans (COVID, pneumonia, normal) based on Mask R-CNN.

IAmS4n /CTLabeling

A simple privacy-focused web panel in flask for labeling CT Scan's slices

ShahinSHH /COVID-CT-MD

A COVID-19 CT Scan Dataset Applicable in Machine Learning and Deep Learning

NLeSC /yeap16-ai-3d-printing

CNN's for bone segmentation of CT-scans.

aniketkt /CTSegNet

CTSegNet is an end-to-end 3D segmentation package for large X-ray tomographic datasets using 2D fully convolutional neural networks (fCNN).

77even /Fast-nnUNet

This is the official repository for Fast-nnUNet, a new fast model inference framework based on the nnUNet framework implementation.

zabir-nabil /Fibro-CoSANet

Idiopathic pulmonary fibrosis (IPF) is a restrictive interstitial lung disease that causes lung function decline by lung tissue scarring. Although lung function decline is assessed by the forced vital capacity (FVC), determining the accurate progression of IPF remains a challenge. To address this challenge, we proposed Fibro-CoSANet, a novel end…

naayem /Medical-CT-Segmentation-DeepLearning

A repository containing deep learning models and evaluation methods for enhancing medical image segmentation in Computed Tomography (CT) scans, with a focus on U-Net variants, nnUNet, and Swin-UNet architectures.

sergiosolorzano /Unity-Dicom-3DRender

Unity3d Prototype to manipulate Hounsfield units and create a 3D render of dicom images

aaz-imran /mar

该项目在 GitHub 上没有填写描述