Deep Learning-based Dot and Globule Segmentation with Pixel and Blob-based Metrics for Evaluation – Data

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Submissions from 2022 2022

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ISIC_0063141-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0064028-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0064028-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0064028-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0064343-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0064343-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0064343-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0064616-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0064616-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0064616-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0064850-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0064850-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0064850-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0065841-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0065841-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0065841-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0068327-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0068327-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0068327-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0068594-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0068594-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0068594-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0068678-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0068678-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0068678-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0068994-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0068994-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0068994-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0071585-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0071585-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0071585-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0071590-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0071590-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0071590-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0071611-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0071611-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0071733-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0071733-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0071733-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0071809-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0071809-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0071809-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072120-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072120-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072196-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072196-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072196-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072236-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072236-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072236-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072335-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072335-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072335-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072392-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072392-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072392-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072432-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072432-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072432-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072448-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072448-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072448-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072485-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072485-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072485-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072518-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072518-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072518-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072526-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072526-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072526-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072536-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072536-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072536-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072553-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072553-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072553-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072578-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072578-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072578-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072608-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072608-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072608-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072633-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072633-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072633-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072675-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072675-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072675-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072690-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072690-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072690-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072760-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072760-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072760-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072767-globule masks-dilatedEllipseKernel3, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072767-globule_masks-exact, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley

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ISIC_0072767-image, Ananad K. Nambisan, Norsang Lama, Jason Hagerty, Colin Smith, Ahmad Rajeh, Thanh Phan, Samantha Swinfard, and R. Joe Stanley