Notification for unwanted situation. per Nadim Nawshad (22208986)

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Frequency of correct classifications of the specimens in the comparative database, based on areas of the maxillary postcanine dentition. per Victor Nery (22772367)

“…<p>Frequency of correct classifications of the specimens in the comparative database, based on areas of the maxillary postcanine dentition.…”

Frequency of correct classifications of the specimens in the comparative database, based on areas of the mandibular postcanine dentition. per Victor Nery (22772367)

“…<p>Frequency of correct classifications of the specimens in the comparative database, based on areas of the mandibular postcanine dentition.…”

ATHER2 block diagram comprising two branches: the left branch utilizes 3x3 convolutional filters combined with CBAM attention and the right branch considers different sized convolu... per Lamiaa Abdel-Hamid (22250618)

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IHC BC patches of HER2 0/1+/2+/3+ cases from the Warwick dataset [14]. per Lamiaa Abdel-Hamid (22250618)

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Effect of batch size on the performance of ATHER2 (BCI dataset – IHC images – 2 classes). per Lamiaa Abdel-Hamid (22250618)

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HER2 2-class classification performance using H&E images (BCI dataset). per Lamiaa Abdel-Hamid (22250618)

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Effect of batch size on the performance of EfficientNetV2B0 (BCI dataset – IHC images - 2 classes). per Lamiaa Abdel-Hamid (22250618)

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BCI dataset details. per Lamiaa Abdel-Hamid (22250618)

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Summary of state-of-the-art HER2 classification methods using histopathological images. per Lamiaa Abdel-Hamid (22250618)

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HER2 4-class classification performance using IHC and H&E images (BCI dataset). per Lamiaa Abdel-Hamid (22250618)

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Performance comparison with several reimplemented standard networks (BCI dataset – 4 classes). per Lamiaa Abdel-Hamid (22250618)

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EfficientNetV2B0 and its five pruned subnetworks. per Lamiaa Abdel-Hamid (22250618)

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Number of parameters in EfficientNetV2B0 as compared to its pruned subnetworks and ATHER2. per Lamiaa Abdel-Hamid (22250618)

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Transfer learning vs. domain-specific pretraining workflows. per Lamiaa Abdel-Hamid (22250618)

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Confusion matrices for the proposed PrunEff4 considering (a) IHC and (b) H&E images. per Lamiaa Abdel-Hamid (22250618)

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HER2 4-class classification performance using IHC images (Warwick dataset). per Lamiaa Abdel-Hamid (22250618)

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ATHER2 per class performance metrics (BCI dataset). per Lamiaa Abdel-Hamid (22250618)

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EfficientNetV2B0 simplified architecture showing its six different blocks and the newly added classification head. per Lamiaa Abdel-Hamid (22250618)

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PrunEff4 per class performance metrics (BCI dataset). per Lamiaa Abdel-Hamid (22250618)

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