NUST Institutions Library Catalogue Search for 'kw,wrdl: su-br:an:"503"'

Engine Testing

By Martyr, A. J.. Dublin : Butterworth, Limited 2007 9788131217405

Global IT outsourcing : software development across borders /

By Sahay, Sundeep.. Cambridge, UK ; | New York : Cambridge University Press, 2003 . xvi, 265 p. : , http://www.amazon.com/Global-Outsourcing-Software-Development-Borders/dp/0521816041/ref=sr_1_1?s=books&ie=UTF8&qid=1409643069&sr=1-1&keywords=0521816041 26 cm.. 0521816041

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The movie /

By Mensch, Louise.. New York, NY : Simon & Schuster, 1997 . 503 p. ; , "First published in Great Britain in 1996 as The movie by Orion"--T.p. verso. 24 cm.. 9780755340521

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Employee Engagement (E-Book) A Roadmap for Creating Profits, Optimizing Performance, and Increasing Loyalty.

By Brad Federman. Hoboken : John Wiley & Sons, Inc., 2009 . 1 online resource (259 p.) , Description based upon print version of record. 0-470-52257-8 | 978-0-470-52257-8

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Love lies /

By Parks, Adele. New York : Berkley Books, 2009 . 503 p. , "A true story of marriage and murder in the suburbs"--Cover. 20 cm.. 9780141041025

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Business ethics : mistakes and successes /

By Hartley, Robert F.. [S.l.] : Wiley, 2004 . 368 p. ; 23 cm.. 0471663735 (paperback) | 9780471663737 (paperback)

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AASHTO manual for bridge maintenance, 1987.

Washington, D.C. (444 N. Capital St., N.W., Suite 225, Washington 20001) : American Association of State Highway and Transportation Officials, 1987 . 196 p. : 23 cm..

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Turbo assembler

Scotts Valley, CA : Borland, 1988 . 4 computer disks ; , Title from container. 5 1/4 in. +.

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Muslim neoplatonists : an introduction to the thought of the Brethren of Purity, Ikhwān al-Ṣafāʾ /

By Netton, Ian Richard.. Edinburgh : Edinburgh University Press, 1991 . x, 146 p. ; , Reprint, with corrections, of the edition originally published by Allen & Unwin, 1982. 22 cm.. 0748602518

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Unlocking the English legal system /

By Frost, Tom. . 503 p. ; 24 cm.. 9781032204642 | 9781032204574

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Novel Hybrid Neural Network Architecture For Multi-modal Brain Tumor mpMRI Segmentation /

By Faizan, Muhammad . . 73p. , Medical image segmentation is a critical step in clinical decision-making, enabling precise localization of anatomical structures and lesions. While Convolutional Neural Networks, particularly U-shaped architectures like U-Net, have been popular in this domain, their limited receptive fields hinder the accurate delineation of anomalies with irregular shapes and sizes. Hybrid approaches integrating convolution and vision transformers Vision Transformers (ViTs) have demonstrated improved performance due to their ability to capture dependencies over an extended length. However, ViTs are computationally expensive, particularly for volumetric image segmentation, such as MRI, making them challenging to deploy on hardware with limited resources. To address these challenges, recent studies have revisited convolutional architectures, leveraging large kernel (LK) depth-wise convolution to emulate the hierarchical transformer’s behavior. Building on this direction, we propose 3D SegUXNet, a novel U-shaped encoder-decoder architecture for volumetric biomedical image segmentation. Our model introduces the SegUX block, which combines large kernel depth-wise and point-wise convolutions to enhance the receptive field while maintaining computational efficiency. The addition of a residual block further refines features, improving model robustness and generalization. Empirical results demonstrate that 3D SegUX-Net consistently outperforms state-of-the-art CNN and transformer methods on multiple benchmarks, including BraTS 2019, BraTS 2020, BraTS 2023, and organ segmentation of BTCV dataset. The proposed architecture establishes new SOTA performance in volumetric medical semantic segmentation, combining simplicity, efficiency, and scalability. 30cm..

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