Naveed Ahmad

A Coding Implementation on MONAI for End-to-End 3D Spleen Segmentation Using UNet on Medical CT Volumes

In this tutorial, we build an end-to-end 3D medical image segmentation pipeline using MONAI to segment the spleen on the Medical Segmentation Decathlon Task09 dataset. We work with volumetric CT scans, apply medical imaging transformations such as orientation alignment, voxel-spacing normalization, intensity windowing, foreground cropping, and patch-based sampling, and then train a 3D UNet model…

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Zyphra Release Zamba2-VL: Hybrid Mamba2–Transformer Vision-Language Models That Cut Time-to-First-Token by About an Order of Magnitude

Zyphra has released Zamba2-VL, a family of open vision-language models. The release covers three sizes: 1.2B, 2.7B, and 7B parameters. Each model is built on the Zamba2 hybrid SSM–Transformer backbone. Vision-language models (VLMs) read images and text together. They answer questions about charts, documents, and photos. Most open VLMs use a dense Transformer as the…

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Solana Price Rallied 2,000% The Last Time This Happened, And It Just Triggered Again

Trusted Editorial content, reviewed by leading industry experts and seasoned editors. Ad Disclosure The Solana price is drawing renewed attention after months of declines, selling pressureand mixed performance. Market analyst Crypto Patel highlighted in a recent X post that SOL is currently trading near a historical price level that previously triggered a massive 2,000% rally…

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President Zardari approves invoice, ‘fulfilling all authorized formalities’ for PIA’s privatisation – Pakistan

President Zardari approves invoice, ‘fulfilling all authorized formalities’ for PIA’s privatisation – Pakistan

President Asif Ali Zardari on Friday gave his assent to the Pakistan Worldwide Airways Company (Conversion) (Repeal) Invoice, 2026, fulfilling all crucial authorized necessities for the nationwide service’s privatization. The unique invoice, which now stands repealed, was handed in January 2016, and sought to transform the nationwide flag service right into a public restricted firm….

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