#计算机科学#MONAI 是一个基于 PyTorch 的开源框架，用于医疗影像深度学习，是 PyTorch 生态系统的一部分。 其目标是：
#计算机科学#Medical imaging processing for deep learning.
Multi-platform, free open source software for visualization and image computing.
翻译 - 用于可视化和图像计算的多平台、免费开源软件。
#计算机科学#[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
#计算机科学#The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on deal...
翻译 - 医学检测工具包包含常用对象检测器的2D + 3D实现，例如Mask R-CNN，Retina Net，Retina U-Net，以及专注于处理医学图像的训练和推理框架。
#计算机科学#[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
翻译 - MedMNIST分类十项全能：医学图像分析的轻量级AutoML基准
⚠️ OBSOLETE | Multi-platform, free open source software for visualization and image computing.
翻译 - 用于可视化和图像计算的多平台，免费开源软件。
The Medical Imaging Interaction Toolkit.
nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that wer...
Dicoogle - Open Source PACS
Neural networks toolbox focused on medical image analysis
dcmqi (DICOM for Quantitative Imaging) is a C++ library for conversion between imaging research formats and the standard DICOM representation for image analysis results
#计算机科学#Cancer Imaging Phenomics Toolkit (CaPTk) is a software platform to perform image analysis and predictive modeling tasks. Documentation: https://cbica.github.io/CaPTk
Detecting Pneumonia in Chest X-ray Images using Convolutional Neural Network and Pretrained Models
[MICCAI'24] Official implementation of "BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor Detection".
#计算机科学#[MICCAI'23] Official implementation of "RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor Detection".
[IMAVIS] Official implementation of "ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation".
Diffusion MRI analysis and visualization in 3D Slicer open source medical imaging platform.
#计算机科学#A collection of deep learning models with a unified API.