rounding eval (which I'm not sure I believe in as a concept)
full resolution, no finetune:
mTRE: 2.311035590485163, mTRE_X: 0.873484864263977, mTRE_Y: 1.1453686289447025, mTRE_Z: 1.398816546268779, DICE: 0.9839830646482749
mTRE: 1.7008697594492386, mTRE_X: 0.6436288430159421, mTRE_Y: 0.8176459010038764, mTRE_Z: 1.0994405529901972, DICE: 0.9875815784128983
0.9839830646482749
full resolution, finetune
mTRE: 1.478871996309246, mTRE_X: 0.5785209564705847, mTRE_Y: 0.7231673335360019, mTRE_Z: 0.9272361422043595, DICE: 0.987072093794362
mTRE: 1.1395389561975062, mTRE_X: 0.46966112596329185, mTRE_Y: 0.5532936684554987, mTRE_Z: 0.7847049879382644, DICE: 0.989562143510095
0.987072093794362
half res, no finetune:
mTRE: 2.709416346293769, mTRE_X: 0.9923500632764851, mTRE_Y: 1.3895394382073543, mTRE_Z: 1.5801930664408113, DICE: 0.9704969758656941
mTRE: 2.047477228986998, mTRE_X: 0.7513863519073622, mTRE_Y: 1.0437182204639481, mTRE_Z: 1.2435612909202693, DICE: 0.9784818002348021
half res, finetune:
mTRE: 1.898301318435239, mTRE_X: 0.7189809711008761, mTRE_Y: 0.9942497389745215, mTRE_Z: 1.1031087761070628, DICE: 0.9741556898715056
mTRE: 1.4538276066290883, mTRE_X: 0.5693061373044725, mTRE_Y: 0.7449523584196344, mTRE_Z: 0.909844917377109, DICE: 0.9802551099407191
Experiments for paper
We have
Lung with no augmentation, adaptive loss on NCC Lung with augmentation, LNCC
Knee with no augmentation, MSE, Knee with no augmentation, LNCC
Knee with no augmentation, ICON, MSE Downsam
Re-run all experiments with lung structure
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