Comparison of performance of four machine learning models for early graft loss prediction. od Raiki Yoshimura (22676573)

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Comparison of performance of four machine learning models for long-term graft loss prediction. od Raiki Yoshimura (22676573)

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Predicting stratified groups in the validation cohort: (A) Workflows for the multi-class classification and hierarchical classification models are illustrated. od Raiki Yoshimura (22676573)

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Comparison of binary classifier performance among four machine learning models for early-loss, intermediate-loss, and late/no-loss groups. od Raiki Yoshimura (22676573)

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Comparison of hierarchical classifier performance among four machine learning models for the early-loss, intermediate-loss, and late/no-loss groups. od Raiki Yoshimura (22676573)

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Prediction of early graft loss at the individual level and identification of crucial factors: (A) Survival curves for all patients who experienced graft loss are plotted. od Raiki Yoshimura (22676573)

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Comparison of multi-class classifier performance among four machine learning models for early-loss, intermediate-loss, and late/no-loss groups. od Raiki Yoshimura (22676573)

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Supplementary Results for Table 2 (b) and Fig 3. od Chen Lin (95910)

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Attack success rates (%) of adversarial attacks against six models. ^* indicates the white-box attacks. od Chen Lin (95910)

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Logarithm of loss and attack success rates (%) of Diff-AdaNAG, Diff-PGD, and PGD on various numbers of iterations. od Chen Lin (95910)

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Attack success rates (%) of adversarial attacks against twelve models. ^* indicates the white-box attacks. od Chen Lin (95910)

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Comparison of SI-NI-FGSM and SI+Ours. od Chen Lin (95910)

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Supplementary results for Table 3 (b). od Chen Lin (95910)

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Visualization of adversarial samples. od Chen Lin (95910)

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Attack success rates (%) of adversarial attacks against twelve models. ^* indicates the white-box attacks. od Chen Lin (95910)

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Attack success rates (%) of adversarial attacks against twelve models. ^* indicates the white-box attacks. od Chen Lin (95910)

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Supplementary 4esults for Table 3 (a). od Chen Lin (95910)

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Attack success rates (%) of adversarial attacks against twelve models. ^* indicates the white-box attacks. od Chen Lin (95910)

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Supplementary Results for Table 2 (a). od Chen Lin (95910)

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Supplementary results for Table 3 (c). od Chen Lin (95910)

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