LungGuardianAI-pneumonia_detection_from_chest_xrays_with_transfer_learning
importedsoftware/lungguardianai-pneumonia-detection-from-chest-xrays-with-transfer-learning
State-of-the-Art Pneumonia detection from chest X-rays system using EfficientNetV2 + FPN + Faster R-CNN. Features Focal Loss, Weighted Box Fusion, Mosaic Augmentation & StratifiedGroupKFold. Built…
Machine-generated from the listed sources and not yet reviewed by a human.
- Category
- Software & Systems
- Subcategory
- unknown
- License
- MIT(osi)
- Status
- maintained
- Maturity
- deployed
- Organization
- unknown
- Country
- unknown
- Homepage
- unknown
- Repository
- github.com/kbhujbal/LungGuardianAI-pneumonia_detection_from_chest_xrays_with_transfer_learning
- Documentation
- unknown
- Tags
- chest-xray · computer-vision · convolutional-neural-networks · deep-learning · efficientnet · feature-pyramid-network · focal-loss · healthcare-ai
- Regulatory
- unknown
Top contributors by commit count, from the project’s public repository. Avatars are served by their origin, not stored here. To be removed from this list, open an issue.
Computed from shared tags, weighted so a rare tag counts for more than a common one. These are suggestions, not curated relationships.
- SkinAidcomputer-vision · efficientnet
Cross-modal AI framework for dermatological disease analysis
- xand-raychest-xray · computer-vision
Chest X-ray screening research with explicit distribution shift evaluation, per-disease binary models and validated Grad-CAM localization.
- HistoSegfocal-loss
HistoSeg is an Encoder-Decoder DCNN which utilizes the novel Quick Attention Modules and Multi Loss function to generate segmentation masks from histopathological images with greater accuracy. This…
- chest-xray-pneumonia-detection-aicomputer-vision · healthcare-ai
AI-powered chest X-ray pneumonia detection with 86% accuracy and 96.4% sensitivity, validated on an independent (cross-operator) cohort of 485 pediatric samples. Built with TensorFlow & FastAPI.
- CLEARchest-xray
CLEAR: an auditable foundation model for radiology grounded in clinical concepts
- DP_CXRchest-xray
Building an AI model for chest X-ray under patient privacy guarantees
- api.github.com/repos/kbhujbal/LungGuardianAI-pneumonia_detection_from_chest_xrays_with_transfer_learningretrieved 2026-08-05 · via github-api
Machine-imported from GitHub search. Last push 2025-12-03, 23 stars, license reported as MIT. Category and schematic were assigned by keyword heuristics and are unreviewed.
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