Dataset

LungGuardianAI-pneumonia_detection_from_chest_xrays_with_transfer_learning

Medical Imaging Radiology MIT Local-First / Private
23 GitHub Stars
0 Open Issues
N/A Docker Support
2025-12-03 Last Updated

Technical Summary

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 for RSNA Pneumonia Detection Challenge. Achieves competitive mAP with mixed-precision training. solving core medical data engineering challenges. It processes clinical data inputs natively through its core repository architectures. Developers can implement and deploy this directly from the source repository.

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