Soft-labelling ordinal deep learning with binomial, beta, triangular, and exponential distributions improves KL and CPPD grading over one-hot baselines on knee X-rays.
Bérchez-Moreno, R
2 Pith papers cite this work. Polarity classification is still indexing.
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A homogeneous multi-view CNN ensemble for ordinal defoliation classification on oak trees outperforms single-view and pairwise baselines.
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From Kellgren-Lawrence to Calcium Pyrophosphate Crystal Deposition: A Soft-Labelling Framework for Knee Osteoarthritis Assessmen
Soft-labelling ordinal deep learning with binomial, beta, triangular, and exponential distributions improves KL and CPPD grading over one-hot baselines on knee X-rays.
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A novel ordinal multi-view aggregation scheme for oak defoliation
A homogeneous multi-view CNN ensemble for ordinal defoliation classification on oak trees outperforms single-view and pairwise baselines.