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Update release notes, add graphical abstract
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docs/about/release-notes.md

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## ShapeWorks 6.5.0 - 2024-03
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![](../img/about/release6.5.png)
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### What is new?
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* **ShapeWorks Back-end**
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* DeepSSM variants and losses (TL network and other options) (#1881)
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* Studio can now exclude subjects from grooming/optimization
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* Free form constraints can now be applied from one shape to another
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* Improved Brightness and Contrast control for slice viewer
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* Cortical thickness values can be displayed as an inner contour for QA on slices #2177
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* Cortical thickness values can be displayed as an inner contour for QA on slices (#2177)
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* Network and SPM1D Analysis
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* DeepSSM Enhancements in Studio
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* Validation and Testing shapes/images are now held out from training grooming/optimization
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* macOS Silicon (arm64) support
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### Fixes
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* Bug fix for very large covariance matrices (https://github.com/SCIInstitute/ShapeWorks/pull/2118
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* Bug fix for very large covariance matrices (#2118)
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* Fix windows python multiprocessing
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* Fix bug when saving project after defining only 2 points of a plane (https://github.com/SCIInstitute/ShapeWorks/pull/2091)
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* Improved data augmentation API (https://github.com/SCIInstitute/ShapeWorks/issues/2072)
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* Fix bug when saving project after defining only 2 points of a plane (#2091)
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* Improved data augmentation API (#2072)
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## ShapeWorks 6.4.2 - 2023-07-05

docs/img/about/release6.5.png

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