AUCMEDI: a framework for Automated Classification of Medical Images

:sparkles: New Features

• ba8d051 - utils: added visualizer for volumes and heatmap visualization support for 3D (commit by @muellerdo)
• 538a015 - DataGenerator: added boolean switch for resize to preprocess_image() (commit by @muellerdo)
• c376527 - XAI: added 3D support for the XAI decoder (commit by @muellerdo)
• 06b9c8b - XAI: added 3D support for the Grad-CAM (commit by @muellerdo)
• 6f86a0a - XAI: added overlay option to XAI heatmap visualization (commit by @muellerdo)
• 370830c - XAI: add 3D support for Guided Backpropagation with unit tests for RGB and HU volumes
• 48db4a2 - XAI: add 3D support for Saliency Maps with unit tests for RGB and HU volumes

:bug: Bug Fixes

• 0455791 - replace deprecated layer.output_shape with layer.output.shape
• 2613b9e - add missing import for image_loader
• cb5ae2a - gradcam: fix gradient model construction
• 101bbdd - gradcam_pp: fix gradient model construction
• 23c20d1 - XAI: add 3D support for Grad-CAM++
• e580ab6 - XAI: return native image objects to avoid shape mismatch in decoder
• 049b7ef - augmentation: corrected image padding and flip augmentation

:zap: Performance Improvements

• 208c32e - XAI: adjusted alpha overlay for XAI heatmaps (commit by @muellerdo)

:recycle: Refactors

• 27f59e2 - NeuralNetwork: remove unused batch_queue_size parameter

:white_check_mark: Tests

• a315d40 - XAI: removed standardization from datagenerator for XAI unittesting (commit by @muellerdo)
• e753eb0 - Visualizer: added unittesting for visualizer utils (commit by @muellerdo)
• d216c43 - XAI: add 3D unit tests for Grad-Cam and Grad-Cam++ with RGB and HU volumes
• 27d8de2 - XAI: add 3D unit tests for Guided Grad-CAM with RGB and HU volumes

:construction_worker: Build System

• 5767a3a - updated to version 0.11.0 (commit by @muellerdo)
• e28e810 - updated actions for PyPI release (commit by @muellerdo)