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CompImg / LST-AI

LST-AI - Deep Learning Ensemble for Accurate MS Lesion Segmentation
https://doi.org/10.1016/j.nicl.2024.103611
MIT License
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Update Release v1.1.0 - Reimplementation of tensorflow addons, changes to BIDS naming convention and lesion stats #7

Closed jqmcginnis closed 7 months ago

jqmcginnis commented 7 months ago
  1. Mitigate Dependency to tensorflow-addons by reimplementation of tfa group norm, c.f. See c2e2c7fb2ec59d6fe87a1b2a47444ae84d8915f4 for more details.
  2. Update naming convention to include T1w and FLAIR space, for easier identification of space, commit 0c0ba39d6c0f3e75e5f692f73caf0c1026bcc4dc
  3. Add lesion statistics c.f. commit 7f8a071765c411def449c726b876fb13d6b2f3c2 and commit f3b53f3758d06faceafad94c44dccb5180f236ae
  4. Change setup.py requirements to be less restrictive and mitigate tfa dependency commit 8ee82ad194ceba2dbbd74c7aeeabe2d234b5a6c5