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Hyperfine, Inc. Takes the Stage at ISMRM with Seventeen Abstracts Assessing the Potential of Using Swoop® System Images Across Multiple Care Settings and Clinical Conditions

Data on the company’s portable MR imaging system show it can acquire brain images at the point of care that may assist physicians with screening and monitoring for Alzheimer’s and multiple...
United Kingdom Maria Sainz Jonathan Rothberg Corinne Donnay Peter Hsu Exchange Commission

"TP-YOLO: A Lightweight Attention-Based Architecture for Tiny Pest Dete" by Yang Di, Son Lam Phung et al.

Automatic detection of agricultural pests is a challenging problem that is of great interest in biosecurity and precision agriculture. The detection model must cope well with the dense distribution of small-sized pests in complex backgrounds. This paper proposes a lightweight attention-based network, called TP-YOLO, for tiny pest detection. We introduce two attention-based components, namely Contextual Transformer and Omni-Dimensional Dynamic Convolution modules, to enhance feature extraction. T...
Contextual Transformer Omni Dimensional Dynamic Convolution Attention Mechanism Test Detection Vision Transformers
Source: uow.edu.au

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New method improves efficiency of 'vision transformer' AI systems

Vision transformers (ViTs) are powerful artificial intelligence (AI) technologies that can identify or categorize objects in images -- however, there are significant challenges related to both computing power requirements and decision-making transparency. Researchers have now developed a new methodology that addresses both challenges, while also improving the ViTs ability to identify, classify and segment objects in images.
British Columbia Thomas Paniagua Ryan Grainger Naresh Cuntoor Tianfu Wu Us Army Research Office

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