GitHub topics: nih-chest-x-ray
azad6629/mlvicx
Official implementation of MLVICX, a novel self-supervised learning approach for chest X-ray representation learning. This method captures rich embeddings through multi-level variance and covariance exploration, preserving both fine-grained details and broader contextual information.
Language: Python - Size: 1.08 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 1
etetteh/OoD_Gen-Chest_Xray
Multi-Domain Balanced Sampling Improves Out-of-Distribution Generalization of Chest X-ray Pathology Prediction Models
Language: Python - Size: 355 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1
rafizunaed/PriorAttentionNetCXR
ThoraX-PriorNet: A Novel Attention-Based Architecture Using Anatomical Prior Probability Maps for Thoracic Disease Classification
Language: Python - Size: 978 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
MJ2021/Machine-Learning-for-Public-Health
Designed a machine learning model to predict the diseases from the images of chest X-Ray comprising of 14 diseases using novel approaches like mobile net, efficient net and try to build upon it using some new approaches like federated learning and wavelets based techniques.
Language: Jupyter Notebook - Size: 8.91 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
tayebiarasteh/FLdomain
Enhancing domain generalization in the AI-based analysis of chest radiographs with federated learning
Language: Python - Size: 22.5 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
vladiH/TransformerModelsChestXray
Comprehensive Performance Analysis of Three Pretrained Transformer Models (ViT, Swin, and MaxViT) on ImageNet and Fine-tuned on the NIH Chest X-rays Dataset for Classifying 14 Chest Radiograph Pathologies
Language: Jupyter Notebook - Size: 42.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
roshansadath/Medical-Image-Diagnosis-using-Convolutional-Neural-Networks
Implementation of Deep Neural Networks to solve Medical Image Classification using Chest XRay Images
Language: Jupyter Notebook - Size: 31.6 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0
alinstein/X_RAY
Weakly supervised Classification and Localization of Chest X-ray images
Language: Python - Size: 71.9 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 1
wangleihitcs/ThoraxDiseaseClassification
A multi-label-classification model for common thorax disease.
Language: Python - Size: 2.22 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 12 - Forks: 4
