12000+ manually drawn pixel-level lung segmentations, with and without covid
computer-vision deep-learning x-ray x-ray-images pneumonia chest-x-ray covid-19 medical-image-dataset
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Jul 2, 2021
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chest-x-ray
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ICVGIP' 18 Oral Paper - Classification of thoracic diseases on ChestX-Ray14 dataset
computer-vision deep-learning cnn pytorch medical-imaging autoencoder chest-xray-images xray chest-xrays pneumonia chestxray14 chexnet chest-x-ray8 pneumothorax chest-x-ray ae-cnn pneumonia-detection chexpert chest-x-ray14 lung-disease
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May 17, 2021 - Python
[DALI 2022] "Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study" by Gregory Holste, Song Wang, Ziyu Jiang, Thomas C. Shen, Ronald M. Summers, Yifan Peng, and Zhangyang Wang
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Sep 30, 2022 - Python
Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation
chest-x-ray mimic-cxr radiology-report-generation factual-serialization-enhancement similar-historical-cases iu-x-ray
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Aug 8, 2025 - Python
Bone suppression in chest X-rays: A deep survey. Feel free to contribute!
deep-learning image-processing artificial-intelligence biomedical bone-suppression chest-x-ray biomedical-imaging
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Oct 31, 2025
[MLHC 2020] Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts (Jabbour, Fouhey, Kazerooni, Sjoding, Wiens). https://arxiv.org/abs/2009.10132
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Oct 4, 2022 - Jupyter Notebook
Detecting Pneumonia from Chest X-ray using a Convolutional Neural Network
deep-learning neural-network cnn transfer-learning vgg16 keras-tensorflow medical-application artifical-intelligense cnn-classification chest-x-ray
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Aug 14, 2022 - Jupyter Notebook
AI application on Django 2 - "MedRadService"
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Apr 21, 2023 - HTML
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.
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Apr 23, 2025 - Python
Repository for the journal article 'SHAMSUL: Systematic Holistic Analysis to investigate Medical Significance Utilizing Local interpretability methods in deep learning for chest radiography pathology prediction'
deep-learning grad-cam lime quantitative-analysis lrp chest-x-ray shap human-annotation heatmap-visualization interpretability-methods clinical-decision-support-system medical-significance
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Apr 30, 2025 - Python
Repository for the 'best student paper award' winning paper at the IEEE 35th International Symposium on Computer Based Medical Systems (CBMS 2022), Exploring LRP and Grad-CAM visualization to interpret multi-label-multi-class pathology prediction using chest radiography, Mahbub Ul Alam, Jon Runar Baldvinsson and Yuxia Wang. https://doi.org/10.11...
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Jan 9, 2025 - Python
Pediatric CXR radiology impression ML (NLP features + Random Forest + SHAP)
nlp machine-learning radiology random-forest-classifier pediatrics chest-x-ray shap clinical-nlp covid-19 healthcare-ai
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Feb 9, 2026 - Jupyter Notebook
A project About Covid-19 Detection Using Various Deep Learning Algo.
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Jun 13, 2022 - Jupyter Notebook
machine-learning deep-learning supervised-learning regularization transfer-learning ridge-regression grid-search binary-classification data-augmentation lasso-regression deep-feature-extraction chest-x-ray pre-trained-model covid-19 covolution-neural-network demographic-information deep-feature-transfer
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Sep 16, 2021 - Python
Comparative analysis of 19 Deep Learning architectures (13 SOTA + 6 Proposed) for thoracic disease classification on VinDr-CXR and VinDr-PCXR datasets.
computer-vision deep-learning cnn pytorch medical-imaging classification chest-x-ray vision-transformers vindr-cxr vindr-pcxr
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Dec 31, 2025 - Jupyter Notebook
Classical vision method for lung localization in chest X-rays without deep learning.
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Feb 3, 2026 - Python
MedGemma Clinical Copilot: Agentic Chest X-Ray Triage System using Google MedGemma 1.5. Features multi-stage safety gating, Grad-CAM explainability, and longitudinal analysis for automated radiology prioritization.
google multi-agent healthcare radiology triage chest-x-ray medical-ai safety-first medgemma googledeepmind
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Feb 16, 2026 - Python
Deep learning-based pneumonia detection from chest X-ray images using DenseNet.
python tensorflow numpy matplotlib keras-tensorflow cnn-architecture chest-x-ray densenet121 juypter-notebook medical-image-dataset
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Feb 2, 2026 - Jupyter Notebook
AI-powered system to detect Pneumonia from chest X-ray images using a trained deep learning model. Built with FastAPI and TensorFlow
python machine-learning ai computer-vision deep-learning tensorflow medical-imaging chest-x-ray pneumonia-detection fastapi healthcare-ai
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Dec 11, 2025 - Jupyter Notebook
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