Classification metrics per type of lesion. by Yaëlle Bellahsen-Harrar (22139194)

The AUC for each radiological finding for <i>MoRFSE</i>, <i>Conventional ResNet18</i> and <i>No-gNet-MoRFSE.</i> by Yuma Konaka (22184188)

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Flowchart of inclusion and exclusion criteria for breast images in our study. by Yuma Konaka (22184188)

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Architecture of the <i>MoRFSE.</i> by Yuma Konaka (22184188)

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The AUC for <i>MoRFSE</i>, <i>Conventional ResNet18</i> and <i>No-gNet-MoRFSE.</i> by Yuma Konaka (22184188)

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The confusion matrix for DR and healthy classification on the Messidor dataset. by Zenglei Liu (20629838)

Data Sheet 1_Development and validation of an endoscopic diagnostic model for sessile serrated lesions based on machine learning algorithms.docx by Xinying Yu (16400811)

“…</p>Conclusion<p>This study represents the first application of an ML algorithm techniques to the endoscopic classification of serrated polyps. …”

Visualization of model prediction results (heatmaps) indicating the classification confidence of each pixel. by Qingyang Wang (460264)

Hair removal preprocessing using the DullRazor algorithm before image generation. by Mujung Kim (22367223)

Performance comparison of NGNDG-AF, ReLU and ELU. by Ali Raza (3558965)

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False/True positive and negative of ResNet152V2 CNN with Adam for <i>β</i> = 1. by Ali Raza (3558965)

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Performance metric of optimized CNN with Adam for <i>β</i> = 1 . by Ali Raza (3558965)

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Performance metric of ResNet152V2 CNN with Ramsprop for <i>β</i> = 1. by Ali Raza (3558965)

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Cross validation of skin cancer data with prediction accuracy of ResNet152V2 CNN. by Ali Raza (3558965)

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AUC of ResNet152V2 CNN with Adam for <i>β</i> = 1. by Ali Raza (3558965)

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Performance metric of optimized CNN with Ramsprop for <i>β</i> = 1. by Ali Raza (3558965)

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False/True positive and negative of optimized CNN with Ramsprop <i>β</i> = 1. by Ali Raza (3558965)

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Grad- CAM and Grad-Cam++ visualization of optimized CNN. by Ali Raza (3558965)

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Performance metric of ResNet152V2 CNN with Adam for <i>β</i> = 1. by Ali Raza (3558965)

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Confusion matrix of ResNet152V2 CNN with Adam for <i>β</i> = 1. by Ali Raza (3558965)

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