Vishwesh Nath – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-05-07T16:54:01Z http://www.open-lab.net/blog/feed/ Vishwesh Nath <![CDATA[Advancing Cell Segmentation and Morphology Analysis with NVIDIA AI Foundation Model VISTA-2D]]> http://www.open-lab.net/blog/?p=81250 2024-05-07T16:54:01Z 2024-04-22T18:30:00Z Genomics researchers use different sequencing techniques to better understand biological systems, including single-cell and spatial omics. Unlike single-cell,...]]>

Genomics researchers use different sequencing techniques to better understand biological systems, including single-cell and spatial omics. Unlike single-cell, which looks at data at the cellular level, spatial omics considers where that data is located and takes into account the spatial context for analysis. As genomics researchers look to model biological systems across multiple omics at…

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]]> Vishwesh Nath <![CDATA[Novel Transformer Model Achieves State-of-the-Art Benchmarks in 3D Medical Image Analysis]]> http://www.open-lab.net/blog/?p=49445 2023-07-05T19:27:30Z 2022-06-22T19:47:02Z At the Computer Vision and Pattern Recognition Conference (CVPR), NVIDIA researchers are presenting over 35 papers. This includes work on Shifted WINdows UNEt...]]>

At the Computer Vision and Pattern Recognition Conference (CVPR), NVIDIA researchers are presenting over 35 papers. This includes work on Shifted WINdows UNEt TRansformers (Swin UNETR)—the first transformer-based pretraining framework tailored for self-supervised tasks in 3D medical image analysis. The research is the first step in creating pretrained, large-scale, and self-supervised 3D models…

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