Segmentation pre-training on automatically generated MRI masks lets a spine-grading model reach near full-supervision performance with only 20% of manual grading labels.
Medical Image Analysis41, 63– 73 (2017)
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Segmentation Pre-training for Label-Efficient Lumbar Spine Degeneration Grading
Segmentation pre-training on automatically generated MRI masks lets a spine-grading model reach near full-supervision performance with only 20% of manual grading labels.