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\"Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision provides an overview of general deep learning methodology and its applications of natural language processing (NLP), Speech and Computer Vision tasks. It simplifies and presents the concepts of deep learning in a comprehensive manner, with suitable, full-fledged examples of deep learning models, with aim to bridge the gap between the theoretical and the applications using case studies with code, experiments, and supporting analysis. Features: Covers latest developments in deep learning techniques as applied to audio analysis, computer vision, and Natural Language Processing Introduces contemporary applications of deep learning techniques as applied to audio, textual, and visual processing Discovers deep learning frameworks and libraries for NLP, Speech and Computer vision in Python Gives insights into using the tools and libraries in python for real-world applications. Provides easily accessible tutorials, and real-world case studies with code to provide hands-on experience. This book is aimed at researchers and graduate students in computer engineering, image, speech, and text processing\"-- Provided by publisher.

Unique resource from world-renowned ophthalmologist elevates the surgical treatment of pterygium to an art form Often referred to as surfer's eye, pterygium is a common cornea disorder in which an overgrowth of thick fibrovascular growth encroaches the cornea. While mild pterygia can be managed pharmacologically, more advanced cases that negatively impact vision and cosmetic appearance require surgical excision. The Art of Pterygium Surgery: Mastering Techniques and Optimizing Results by internationally acclaimed eye surgeon Arun Gulani and esteemed global contributors features an impressive array of collective expertise, pearls, and unbiased approaches. This textbook raises the bar on a challenging surgical procedure in terms of performance, aesthetic outcomes, and patient expectations, while presenting a paradigm shift in defining success beyond lack of recurrence to immediate and long-term appearance of the operated eye. Divided into three sections, the book begins with a history and overview; signs, symptoms, classification, and differential diagnosis; and evidence-based concepts. Subsequent chapters cover current state-of-the-art procedures, management of complex cases and complications, and future innovations. Techniques are discussed in depth, with dedicated chapters on the use of amniotic membrane and umbilical cord transplantation; conjunctival autografts; antimetabolites such as Mitomycin C, fibrin glues, and sealants; and stem cell applications. Key Highlights * For the first time ever, accountability of surgical outcomes has been raised by providing patient pictures and perspectives instead of data points * Innovative techniques enable pterygium patients to become candidates for laser vision and premium cataract surgery procedures * High-impact photos, surgical videos, and tables enhance learning and provide a robust teaching platform that can be utilized worldwide * Special topics include the treatment of other ocular surface disorders with amniotic graft surgery and Laser Corneoplastique for management of irregular astigmatism and corneal scars associated with pterygium * Discussion of future trends focus on next-day cosmetic outcomes in pterygium and pinguecula surgery and kerato-refractive and premium cataract surgery with pterygium Artfully unique, this robust ophthalmic surgery reference offers insightful guidance to help eye surgeons achieve better outcomes and satisfaction in patients with pterygium. It is essential reading for ophthalmology residents and cornea and ocular surface specialists.

Written by the leading authorities in the field, Essentials of OCT in Ocular Disease is a core clinical reference on this important new technology used to examine the structure of the eye. It provides residents and practicing ophthalmologists with essential information on how to use OCT in various clinical scenarios and guidance on patient management. Chapters include coverage of recent innovative diagnostic applications as well as OCT-guided surgical procedures,including IOL position, DMEK, PDEK, GLUED IOL, and subtenon injection.Key Features:Edited by Amar Agarwal, a pioneer in OCT research, with chapters written by world-renowned experts in the use of OCT, including Jay Duker, Roger Steinert, and Carol ShieldsCovers both anterior and posterior applications of OCT and recent modifications in OCT systemsOnline access to videos demonstrating OCT-guided surgical procedures This book is an indispensable clinical guide for residents and fellows in ophthalmology as well as an excellent desk reference for practicing ophthalmologists -- it will be a treasured and clinically useful volume in their medical libraries throughout their careers.