Pocket Orthopaedics is your go-to resource for the essential orthopaedic information you need in a high-yield, easy-to-use format. Concise and well organized, it provides must-know information on the pathophysiology, diagnostic criteria, and medical and surgical treatment of common orthopaedic surgery pathologies. This pocket-sized powerhouse delivers highly relevant orthopaedic coverage in an easily portable source, making reference quick and easy.
“Necessity is the mother of all invention Management of Oral Cancer” have revolutionized the field of medical profession for long time and now all set to blaze a new trail in maxillofacial malignancy. Cancer being the second most frequent cause of mortality after cardiovascular disease, many patients do survive cancer treatment. With newer treatment regimens and the use of novel biological agents, more and more patients survive for longer periods of time, and many leads airily normal active lives. These patients are seen by general dentists and dental specialists in hospital and private dental clinic setting. The dental professional may be involved in preparing the patient for cancer therapy by screening for treating odontogenic infections. He / She may be involved in the management of oral complications during and after cancer therapy, since with improved techniques for delivering chemotherapy, many patients who have cancer are being treated in their community rather than travelling to cancer centres. More often, such patients are seen by general dentist for routine dental care after cancer therapy. Chemotherapy, Radiotherapy and Newer treatment of cancer were introduce and recognize as a chief treatment. These treatment modality have been involved in medical and dental field more than ninety years. Chemotherapy typically involves the use of several antineoplastic (anticancer) drugs to treat cancer, though some people are treated with single medications. While the drugs in this family are toxic to cancer cells, many are also toxic to healthy cells, which give rise to numerous side effects. A few drugs used in chemotherapy enhance immune function, while some alter hormonal activity. Chemotherapy aims to eliminate the clonogenic cells completely. The inevitable damage to normal cells from cytotoxic therapy is tolerated by prompt and efficient repair of normal cells, as opposed to that of tumour cells. Chemotherapy and radiotherapy target actively dividing cells and the two most susceptible stages are the M-phase and S-phase of the cell cycle. Ionizing radiation is used for both therapeutic and diagnostic purposes. For therapy high energy radiation in megavoltage range is preferred where as for diagnosis kilovolt age energy is used. The radiotherapy is based on the principle that rapidly proliferating cells are more sensitive to ionizing radiation compared to normal cells. This differential cell kill is used for the treatment of tumors. A dose of radiation that is sufficient to kill cancer cells will produce considerable if not permanent damage to the normal tissues. The malignant cells which have a high rate of mitosis are highly susceptible to the action of radiation. However, the normal cells recover but not the malignant tissues. Thus the aim of radiotherapy is to deliver a homogenous dose of radiation to an accurately localized tissue target volume in order to produce tumor control with minimal effect on the surrounding normal structures. Radiotherapy is a specialty which took birth at the end of the 19th century with the discovery of x rays by Sir Wilhelm Conrad Roentgen on Friday, the 8th November 1895. This book updates the oral health care professional on how to prepare a patient for cancer therapy and identify and manage short term and long term complications of cancer therapy. Book range from the use of new therapeutic agents, such as keratinocyte growth factor that reduces the incidence of mucositis during chemotherapy and radiotherapy to learning how to recognize infections in patients who are immunocomromised, to understanding the socio – economic costs of oral complications. We hope that that these practical and evidence – based guidelines will be readily accessible and useful to cancer specialist in the management of patient who develop oral complications of cancer therapy. Dr. Pradeep Kumar Jha Reader cum HOD Oral Medicine & Radiology Patna Dental College (GDC) Patna Bihar, India.
Indian Shield: Precambrian Evolution and Phanerozoic Reconstitution highlights unique evolutionary trends covering a period of over 3,500 million years, from the oldest crust to the most recent geological activity of the Indian Subcontinent. The book discusses regional terrain geology in terms of the evolutionary history of the crust, describing how the Precambrian Shield evolved from a stable continental region to a tectonically unstable zone marked by frequent high-intensity earthquakes in a Plate-interior setting. It is a complete and readable account of the history of growth and evolution of the Indian Subcontinent, including Bangladesh, Bhutan, India, Nepal and Pakistan. The book is intended for graduate students, researchers, and teachers in the geosciences, especially geophysics, geomorphology and geology. The book also serves as an important resource for tectonics and petrology researchers, as well as those involved in exploration of mineral resources. - Features comprehensive geological information on the evolution of the Indian Subcontinent, from the growth of early crust to the present day in a single volume - Discusses different processes of post-Precambrian reconstitution of the Indian Shield that ultimately produced the present-day geomorphology as well as the tectonic character of the region - Assesses the impacts and effects of the ongoing post-Himalayan tectonism on the Indian Subcontinent
Discover how to leverage Keras, the powerful and easy-to-use open source Python library for developing and evaluating deep learning models Key FeaturesGet to grips with various model evaluation metrics, including sensitivity, specificity, and AUC scoresExplore advanced concepts such as sequential memory and sequential modelingReinforce your skills with real-world development, screencasts, and knowledge checksBook Description New experiences can be intimidating, but not this one! This beginner's guide to deep learning is here to help you explore deep learning from scratch with Keras, and be on your way to training your first ever neural networks. What sets Keras apart from other deep learning frameworks is its simplicity. With over two hundred thousand users, Keras has a stronger adoption in industry and the research community than any other deep learning framework. The Deep Learning with Keras Workshop starts by introducing you to the fundamental concepts of machine learning using the scikit-learn package. After learning how to perform the linear transformations that are necessary for building neural networks, you'll build your first neural network with the Keras library. As you advance, you'll learn how to build multi-layer neural networks and recognize when your model is underfitting or overfitting to the training data. With the help of practical exercises, you'll learn to use cross-validation techniques to evaluate your models and then choose the optimal hyperparameters to fine-tune their performance. Finally, you'll explore recurrent neural networks and learn how to train them to predict values in sequential data. By the end of this book, you'll have developed the skills you need to confidently train your own neural network models. What you will learnGain insights into the fundamentals of neural networksUnderstand the limitations of machine learning and how it differs from deep learningBuild image classifiers with convolutional neural networksEvaluate, tweak, and improve your models with techniques such as cross-validationCreate prediction models to detect data patterns and make predictionsImprove model accuracy with L1, L2, and dropout regularizationWho this book is for If you know the basics of data science and machine learning and want to get started with advanced machine learning technologies like artificial neural networks and deep learning, then this is the book for you. To grasp the concepts explained in this deep learning book more effectively, prior experience in Python programming and some familiarity with statistics and logistic regression are a must.
Obtain enterprise agility and continuous delivery by implementing DevOps with Windows Server 2016 About This Book This practical learning guide will improve your application lifecycle management and help you manage environments efficiently Showcase through a sample application ways to apply DevOps principles and practices in the real world Implement DevOps using latest technologies in Windows Server 2016 such as Windows Container, Docker, and Nano Servers Who This Book Is For This book is for .NET developers and system administrators who have a basic knowledge of Windows Server 2016 and are now eager to implement DevOps at work using Windows Server 2016. Knowledge of Powershell, Azure, and containers will help. What You Will Learn Take a deep dive into the fundamentals, principles, and practices of DevOps Achieve an end-to-end DevOps implementation Execute source control management using GITHUB and VSTS vNext Automate the provisioning and configuration of infrastructure Build and release pipeline Measure the success of DevOps through application instrumentation and monitoring In Detail Delivering applications swiftly is one of the major challenges faced in fast-paced business environments. Windows Server 2016 DevOps is the solution to these challenges as it helps organizations to respond faster in order to handle the competitive pressures by replacing error-prone manual tasks using automation. This book is a practical description and implementation of DevOps principles and practices using the features provided by Windows Server 2016 and VSTS vNext. It jumps straight into explaining the relevant tools and technologies needed to implement DevOps principles and practices. It implements all major DevOps practices and principles and takes readers through it from envisioning a project up to operations and further. It uses the latest and upcoming concepts and technologies from Microsoft and open source such as Docker, Windows Container, Nano Server, DSC, Pester, and VSTS vNext. By the end of this book, you will be well aware of the DevOps principles and practices and will have implemented all these principles practically for a sample application using the latest technologies on the Microsoft platform. You will be ready to start implementing DevOps within your project/engagement. Style and approach This practical, learning book is linear and progressive, and every chapters builds on the previous chapters. We focus on the practical skills required to implement DevOps, with a summary of the key concepts only where strictly necessary.
This is a story of dreaming the great Indian middle class dream, and of life shaped - accidentally or by design, only God knows - by the great Indian middle class values. The joyride begins in the lap of two favourite pastimes of the nation - cricket and television - and after some shattered dreams, leads to the hallowed precincts of the venerated IIMs. It is a story of the life at the IIMs, and of life beyond. It is a story of how to play the IIM game successfully and beat the super distillation system refined by the IIMs to separate the chaff from the grain, the also-rans from the super achievers. The story has bit of raw truth. It is also tongue-in-cheek. It is designed to whet the appetite of those aspiring. It will evoke nostalgia amongst the alumni; it will also anger a few. Read on... you will either love it, or hate it, but will find it difficult to put down.
Take your neural networks to a whole new level with the simplicity and modularity of Keras, the most commonly used high-level neural networks API. Key FeaturesSolve complex machine learning problems with precisionEvaluate, tweak, and improve your deep learning models and solutionsUse different types of neural networks to solve real-world problemsBook Description Though designing neural networks is a sought-after skill, it is not easy to master. With Keras, you can apply complex machine learning algorithms with minimum code. Applied Deep Learning with Keras starts by taking you through the basics of machine learning and Python all the way to gaining an in-depth understanding of applying Keras to develop efficient deep learning solutions. To help you grasp the difference between machine and deep learning, the book guides you on how to build a logistic regression model, first with scikit-learn and then with Keras. You will delve into Keras and its many models by creating prediction models for various real-world scenarios, such as disease prediction and customer churning. You’ll gain knowledge on how to evaluate, optimize, and improve your models to achieve maximum information. Next, you’ll learn to evaluate your model by cross-validating it using Keras Wrapper and scikit-learn. Following this, you’ll proceed to understand how to apply L1, L2, and dropout regularization techniques to improve the accuracy of your model. To help maintain accuracy, you’ll get to grips with applying techniques including null accuracy, precision, and AUC-ROC score techniques for fine tuning your model. By the end of this book, you will have the skills you need to use Keras when building high-level deep neural networks. What you will learnUnderstand the difference between single-layer and multi-layer neural network modelsUse Keras to build simple logistic regression models, deep neural networks, recurrent neural networks, and convolutional neural networksApply L1, L2, and dropout regularization to improve the accuracy of your modelImplement cross-validate using Keras wrappers with scikit-learnUnderstand the limitations of model accuracyWho this book is for If you have basic knowledge of data science and machine learning and want to develop your skills and learn about artificial neural networks and deep learning, you will find this book useful. Prior experience of Python programming and experience with statistics and logistic regression will help you get the most out of this book. Although not necessary, some familiarity with the scikit-learn library will be an added bonus.
Anatomy made easy: short questions and answers contains extensive coverage of wide variety of topics related to all aspects of anatomy. This book has been envisioned to facilitate learning in the form of short questions and answers in anatomy. It is designed to aid the first-year MBBS students as well as students preparing for the Pre-PG examination. This book will also help the first-year MBBS students in their viva voce examination. A simple and easy-to-use book for medical students which is thoroughly updated and systematically organized. Key features questions are prepared after analyzing question papers of various colleges and universities which make this book most suitable for students. Organization of the questions aligns with new competency-based curriculum being adopted by all colleges and universities. Questions appear in the sequence according to the topics given in the standard textbook. This makes it easy for students to follow the topics as given in the textbook. Answers to the questions are pinpoint and many answers also contain additional information pertaining to the topic which provides better understanding of the topic. The book also contains many clinical anatomy question–answers which are not given in standard textbook but are asked in examination. This book features more than 160 line diagrams which can guide the students in better retention and are easy to reproduce by the students in examination.
This is a story of dreaming the great Indian middle class dream, and of life shaped - accidentally or by design, only God knows - by the great Indian middle class values. The joyride begins in the lap of two favourite pastimes of the nation - cricket and television - and after some shattered dreams, leads to the hallowed precincts of the venerated IIMs. It is a story of the life at the IIMs, and of life beyond. It is a story of how to play the IIM game successfully and beat the super distillation system refined by the IIMs to separate the chaff from the grain, the also-rans from the super achievers. The story has bit of raw truth. It is also tongue-in-cheek. It is designed to whet the appetite of those aspiring. It will evoke nostalgia amongst the alumni; it will also anger a few. Read on... you will either love it, or hate it, but will find it difficult to put down.
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