Update README.md
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README.md
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@@ -107,5 +107,44 @@ The results from the validation set are also presented in the table below:
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<b>Median DSC</b>: 0.8946, 0.8521, 0.8137
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## Support and Contribution
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For any issues related to the model or the source code, please open an issue in the corresponding GitHub repository. Contributions to the code or the model are welcome and should be proposed through a pull request.
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<b>Median DSC</b>: 0.8946, 0.8521, 0.8137
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## Results for multi-sequence (T2, VIBE, and ADC) with extra training data (n=54)
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Need to run cross-validation to make a better comparison.
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| | subject_id | tumor_vol | inter_rater | r1_ml | r2_ml | n_components |
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|---:|-------------:|------------:|--------------:|---------:|----------:|---------------:|
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| 0 | 29 | 4.16 | 0.201835 | 0.836437 | 0.0599303 | 2 |
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| 1 | 32 | 8 | 0.684142 | 0.65186 | 0.503093 | 11 |
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| 2 | 36 | 19.06 | 0.92875 | 0.876779 | 0.862773 | 3 |
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| 3 | 47 | 11.01 | 0.944209 | 0.914218 | 0.911429 | 4 |
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| 4 | 50 | 6.26 | 0.722867 | 0.667869 | 0.60398 | 1 |
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| 5 | 65 | 13.09 | 0.930613 | 0.88374 | 0.859066 | 1 |
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| 6 | 67 | 3.71 | 0.943498 | 0.861391 | 0.851904 | 1 |
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| 7 | 75 | 7.16 | 0.263539 | 0.769195 | 0.236445 | 4 |
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| 8 | 86 | 7.04 | 0.842577 | 0.848937 | 0.80314 | 3 |
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| 9 | 135 | 8.1 | 0.839964 | 0.810392 | 0.732383 | 1 |
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| 10 | 140 | 19.78 | 0.895506 | 0.92261 | 0.865316 | 1 |
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| 11 | 164 | 16.98 | 0.905008 | 0.923593 | 0.879799 | 5 |
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| 12 | 246 | 6.59 | 0.899448 | 0.919342 | 0.864234 | 1 |
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| 13 | 255 | 36.22 | 0.955784 | 0.939234 | 0.938806 | 2 |
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| 14 | 343 | 0.69 | 0.528261 | 0.839357 | 0.448649 | 5 |
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| 15 | 349 | 2.96 | 0.912664 | 0.877018 | 0.839009 | 1 |
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| 16 | 367 | 1.02 | 0.0734848 | 0.255149 | 0.0615073 | 1 |
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| 17 | 370 | 10.82 | 0.953443 | 0.916431 | 0.907043 | 18 |
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| 18 | 371 | 3.83 | 0.859781 | 0.508698 | 0.475138 | 1 |
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| 19 | 375 | 11.67 | 0.911141 | 0.90593 | 0.910805 | 1 |
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| 20 | 377 | 4.37 | 0.782994 | 0.622583 | 0.598939 | 4 |
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| 21 | 381 | 7.63 | 0.89199 | 0.392978 | 0.381061 | 1 |
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| 22 | 385 | 2.67 | 0.803215 | 0.666327 | 0.583576 | 2 |
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| 23 | 395 | 0.68 | 0.770738 | 0.53442 | 0.54433 | 4 |
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| 24 | 397 | 5.94 | 0.904544 | 0.867964 | 0.868074 | 5 |
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| 25 | 409 | 11.86 | 0.944934 | 0.826939 | 0.827658 | 5 |
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| 26 | 411 | 5.98 | 0.949977 | 0.786394 | 0.796158 | 1 |
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| 27 | 425 | 0.91 | 0.802867 | 0.508261 | 0.43545 | 1 |
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| 28 | 434 | 94.42 | 0.894601 | 0.77102 | 0.758085 | 2 |
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| 29 | 531 | 22.08 | 0.89225 | 0.271076 | 0.253303 | 1 |
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| 30 | 540 | 8.35 | 0.923702 | 0.898613 | 0.890637 | 1 |
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<b>Median DSC</b>: 0.8946, 0.8364, 0.7962
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## Support and Contribution
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For any issues related to the model or the source code, please open an issue in the corresponding GitHub repository. Contributions to the code or the model are welcome and should be proposed through a pull request.
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