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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

C. Angelina

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Conference Oct 2026

Automated brain tumor segmentation using roto-translation equivariant network

Reliable delineation of tumor boundaries in magnetic resonance imaging (MRI) is a prerequisite for surgical planning and treatment monitoring, yet conventional convolutional networks remain sensitive to the orientation and positional variability inherent to clinical acquisitions. We propose a segmentation network built...

C. Angelina, Fu-Ren Xiao, Sunil Vyas et al. · 0 citations
2026

Benchmarking GAN Inversion Encoders for High-Fidelity Reconstruction of Ulcerative Colitis Images

This study benchmarks colonoscopy image reconstruction. We introduce a Latent Bank method to improve standard encoders, but High-Fidelity GAN Inversion achieves superior quality (FID = 22.12, MS-SSIM > 0.91), proving the best for colonoscopy images.

Vu Quang Huy Tran, C. Angelina, Sunil Vyas et al. · 0 citations

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