NUST Institutions Library Catalogue Search for 'kw,wrdl: (su-br:"Genetic engineering.")'

Microbiology /

By Pelczar, Michael J.. [S.l.] : McGraw-Hill Companies, 1993 . 1 p. ; 28 cm.. 0070492581 (hardcover) | 9780070492585 (hardcover)

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Intelligent Engineering Systems and Computational Cybernetics /

By Machado, J. A. Tenreiro.. 9781402086779

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Bio-Inspired Self-Organizing Robotic Systems /

By Meng, Yan.. 9783642207594

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Recent Advances in Biomedical Engineering (E-Book)

By Dr Ganesh R Naik. India In-Teh 2009 . xii,660 P;

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Virus-insect-plant interactions /

San Diego, Calif. : Academic, 2001 . xx, 376 p., [2] leaves of plates : 24 cm.. 0123276810

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The lake house : a novel /

By Patterson, James,. Boston : Little, Brown, 2003 . 401 p. ; , Sequel to: When the wind blows. 25 cm.. 9780755300280

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Introduction to biofuels /

By Mousdale, David M.. Boca Raton, FL : CRC Press, 2010 . xxvi, 429 p. ; 25 cm.. 9781439812075 (hardcover : alk. paper) | 1439812071 (hardcover : alk. paper)

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Principles of ecotoxicology /

By Walker, C. H.. Boca Raton, FL : CRC Press, 2012 . xxv, 360 p. : , Rev. ed. of: Principles of ecotoxicology / C.H. Walker ... [et al.]. c2006. 26 cm.. 9781439862667 (pbk.)

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Computer science : an overview /

By Brookshear, J.Glenn.. [S.l.] : Benjamin-Cummings Publishing Co.,Subs. of Addison Wesley Longman,US, 1985 . 453 p. ; , Paperback. 23 cm.. 0805309004 | 9780805309003

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Introduction to biofuels /

By Mousdale, David M.. Boca Raton, FL : CRC Press, 2010 . xxvi, 429 p. ; 25 cm.. 9781439812075 | 1439812071

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Engineering optimization : theory and practice /

By Rao, S. S.. New York : Wiley, 1996 . xxii, 903 p. : , "A Wiley-Interscience publication." 24 cm.. 0471550345 (acidfree paper)

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How innovation works : and why it flourishes in freedom

By Ridley, Matt,. New York, NY : Harper, an imprint of HarperCollinsPublishers, 2020 . 406 pages ; , "Originally published as How innovation works: serendipity, energy and the saving of time in Great Britain in 2020 by 4th Estate, an imprint of HarperCollinsPublishers"--Title page verso 24 cm. 9780062916594 | 0062916599

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SOM structural engineering /

Munich: GMbH & Co; 2016 . 144 pages : 31 cm.. 9783955532239 | 3955532232

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Automated Karyotyping: Segmentation and Classification /

By Umbreen, Neelam. . 130p. , Karyotyping continues to be the bedrock of cytogenetic diagnosis, providing key information on chromosomal abnormalities causative of a broad range of genetic disorders, developmental abnormalities, and cancers. But standard karyotyping is time-consuming, requires extensive specialist interpretation, and is vulnerable to human mistake and inefficiency, especially in high-volume clinical settings. Despite advances in medical image analysis, the automation of karyotyping faces persistent challenges, including the lack of large-scale annotated datasets, difficulties in segmenting overlapping chromosomes, and variability in chromosome morphology and staining. These challenges define a significant research gap in developing scalable, accurate, and clinically deployable deep learning models for automated chromosome analysis. In order to overcome this gap, we first present a large-scale, clinically annotated cytogenetic database, built from 1,311 patients and consisting of 10,057 karyograms with 514,949 manually annotated chromosome singlets. Furthermore, 3,935 metaphase images are annotated at the instance level in COCO format. This data set reflects true-world diversity, ranging from normal and abnormal karyotypes to different Giemsa (G-banding) staining intensities, structural abnormalities, and overlapping difficult cases, and thus presents a solid basis for the creation and testing of deep learning models within automated cytogenetics. Based on this work, we create two primary methodologies aimed at the fundamental tasks of karyotyping. For segmentation of chromosomes, we introduce a variant Mask R-CNN model involving an Attention-based Feature Pyramid Network (AttFPN), spatial attention, and a LastLevelMaxPool component to improve multi-scale feature representation and contextual perception. It enhances performance in difficult situations, including overlapping chromosomes and weak banding patterns, and gains considerable improvements in mean Average Precision (mAP) compared to standard baselines. For chromosome classification, we present the Dual Attention Multiscale Pyramid Network (DAMP), a specifically designed model that combines channel and spatial attention mechanisms to concentrate on discriminative features, as well as a multiscale pyramid architecture to cope with size, orientation, and quality variation in chromosomes. DAMP's highest classification accuracy is 96.76% on both public and commercial datasets, performingxv better than state-of-the-art models like ResNet-50, Vision Transformers, and Siamese Networks. Overall, this thesis provides interpretable and scalable deep learning models for automating chromosome classification and segmentation. Through the closure of key gaps in dataset quality, model resilience, and clinical utility, the work facilitates the insertion of clever decision-support systems into cytogenetic pipelines, ultimately leading to improved diagnostic reliability and efficiency in the face of chromosomal disorders. 30cm.

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Plant Bioinformatics : Decoding the Phyta /

. 1 online resource (XIV, 459 pages 50 illustrations, 49 illustrations in color.) 9783319671567

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Omics technologies and bio-engineering : towards improving quality of life /

. xvii, 625 pages : 25 cm. 9780128046593 | 0128046597

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Omics technologies and bio-engineering : towards improving quality of life /

. xvii, 625 pages : 25 cm. 9780128046593 | 0128046597

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Legume Nitrogen Fixation in Soils with Low Phosphorus Availability : Adaptation and Regulatory Implication /

. 1 online resource (XIII, 287 pages 41 illustrations, 38 illustrations in color.) 9783319557298

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