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Showing 1 through 25 of 11,262 results

Deep Learning Concepts in Operations Research (Advances in Computational Collective Intelligence)

by , Biswadip Basu MallikGunjan MukherjeeRahul KarAryan Chaudhary

The model-based approach for carrying out classification and identification of tasks has led to the pervading progress of the machine learning paradigm in diversified fields of technology. Deep Learning Concepts in Operations Research looks at the concepts that are the foundation of this model-based approach. Apart from the classification process, the machine learning (ML) model has become effective enough to predict future trends of any sort of phenomena. Such fields as object classification, speech recognition, and face detection have sought extensive application of artificial intelligence (AI) and ML as well. Among a variety of topics, the book examines: An overview of applications and computing devices Deep learning impacts in the field of AI Deep learning as state-of-the-art approach to AI Exploring deep learning architecture for cutting-edge AI solutions Operations research is the branch of mathematics for performing many operational tasks in other allied domains, and the book explains how the implementation of automated strategies in optimization and parameter selection can be carried out by AI and ML. Operations research has many beneficial aspects for decision making. Discussing how a proper decision depends on several factors, the book examines how AI and ML can be used to model equations and define constraints to solve problems and discover proper and valid solutions more easily. It also looks at how automation plays a significant role in minimizing human labor and thereby minimizes overall time and cost.

Diverse Energies: By 11 Speculative Fiction Authors

by 11 Speculative Fiction Authors

A collection of dystopian short stories featuring diverse main characters and by authors of color."No one can doubt that the wave of the future is not the conquest of the world by a single dogmatic creed but the liberation of the diverse energies of free nations and free men. No one can doubt that cooperation in the pursuit of knowledge must lead to freedom of the mind and freedom of the soul." -President John F. Kennedy, from a speech at University of California, March 23, 1962 In a world gone wrong, heroes and villains are not always easy to distinguish and every individual has the ability to contribute something powerful. In this stunning collection of original and rediscovered stories of tragedy and hope, the stars are a diverse group of students, street kids, good girls, kidnappers, and child laborers pitted against their environments, their governments, differing cultures, and sometimes one another as they seek answers in their dystopian worlds. Take a journey through time from a nuclear nightmare of the past to society's far future beyond Earth with these eleven stories by masters of speculative fiction. Includes stories by Paolo Bacigalupi, Ursula K. Le Guin, Malinda Lo, Cindy Pon, Daniel H. Wilson, and more.

Moving The Centre: The Struggle For Cultural Freedoms

by Ng 361 G 297 Wa Thiong'O

In this collection Ngugi is concerned with moving the centre in two senses - between nations and within nations - in order to contribute to the freeing of world cultures from the restrictive walls of nationalism, class, race and gender Between nations the need is to move the centre from its assumed location in the West to a multiplicity of spheres in all the cultures of the world. Within nations the move should be away from all minority class establishments to the real creative centre among working people in conditions of racial, religious and gender equality.

95 Phonics Core Program® Grade 5, Student Workbook, Lessons 1-30

by 95 Percent Group LLC

NIMAC-sourced textbook

Equitable Education and Ghettoized Voices: A Deficit Ideology of Poverty in The Caribbean (Routledge Research on Educational Equity in Developing Nations)

by June A. Douglas

This book centres the voices of a group of marginalized residents in Grenada’s ghetto to examine questions of poverty and survival and how, within this context, residents are able to focus on improvement and equity for their children through education.As a developing nation in the Caribbean influenced by both its British colonial past and its proximity to the United States, Grenada is still rife with poverty, and access to quality education is limited. The author examines this tradition of the ghetto as the centre of community and a force for positivity among youth, and develops a theory of education and deficit poverty through examples of citizens living in a developing state. Using functionalism, life course, and other systems theories, the book examines how institutions can support communities, and, in contrast, how families in poverty support themselves in the wake of system failure, to the extent that some children become successful university graduates, entrepreneurs, and world travellers. A cutting analysis of the development of equity through education in states left behind by colonialism and globalisation, this book offers new understandings of survival and criminality caused by deficit poverty. It will appeal to scholars, faculty, and researchers with interests in international education, education and globalisation, small island states, life course theory, systems theory, and anthropology.

O que é esta tal de ioga? Tudo o que você necessita saber para começar a praticar: Tudo O Que Você Necessita Saber Para Começar A Praticar

by Gopal A.

Professor e divulgador de ioga há mais de 15 anos por meio de aulas, livros e de seu blog Yoga em Casa, Gopal traz para o leitor em “O que é essa tal de ioga?” os principais conceitos que envolvem esta prática e os benefícios que a ioga proporciona para pessoas de qualquer idade. No livro, o autor destaca a importância da atividade no combate às doenças modernas, como estresse e depressão, para uma melhor qualidade de vida. Gopal desmitifica antigos conceitos sobre a ioga e mostra as diferenças em relação aos esportes, sempre utilizando uma linguagem leve e bem-humorada. O livro é de fácil leitura, agradável e indicado para os leitores que querem dar os primeiros passos no conhecimento desta atividade milenar, que vem ganhando cada vez mais espaço no ocidente.

Prehistories of the War on Terror: A Critical Genealogy (Power, Politics, and the World)

by A. J. Yumi Lee and Karen R. Miller

Reveals fundamental continuities between the contemporary War on Terror and earlier U.S. imperial conflictsPrehistories of the War on Terror examines the longstanding American project of classifying enemies who challenge U.S. power abroad as terrorists. To do so, the volume brings disparate episodes of U.S. military empire-building into dialogue across time and space. From settler colonial wars in the nineteenth-century American West to twentieth-century wars of conquest in Asia and the Pacific, the collection’s essays argue that the United States has drawn both materially and ideologically on older systems of empire in the conflicts through which it has waged the present-day War on Terror.Attending to the local histories from which these conflicts emerged and examining the effects of U.S. intervention in these sites, contributors analyze the cultural frameworks for understanding and remembering past conflicts that confirm, challenge, or refigure the logics of the War on Terror. This volume reveals how contestations over sovereignty, extraction, and inequality must be suppressed and flattened in public discourse to maintain a coherent vision of a totalizing War on Terror. Together, the contributors illustrate that there was no single road that led to 9/11 or the War on Terror. Rather, they argue that we must follow multiple paths into the past to fully understand our present and to fight for a more just future.Contributors: Moustafa Bayoumi, Joo Ok Kim, Janne Lahti, A. J. Yumi Lee, Naveed Mansoori, Karen R. Miller, Kalyan Nadiminti, Tim Roberts, Colleen Woods.

Business Model Innovation: Game Changers and Contemporary Issues

by Annabeth Aagaard

In the contemporary business landscape, the imperative for innovative approaches to business model innovation (BMI) is more pronounced than ever, especially given the pressing grand challenges, technological disruptions, digital transformation, and pressing environmental and social concerns of our era. The prevailing discourse in business model and BMI scholarship predominantly revolves around established frameworks and methodologies, thereby not fully capturing the burgeoning opportunities and transformative forces redefining BMI's future trajectory. This open access volume aims to fill the gap in scholarly discourse by offering a theory-rich exploration into the innovative pathways of business model innovation. Crafted for a global readership, this text serves as an invaluable resource for academic institutions, their faculty, students, and practitioners of business development within both expansive corporations and medium-sized enterprises. A key contribution of this edited book is the introduction of groundbreaking models and theoretical insights within the BMI domain, identifying key research gaps and further research venues for junior and senior academics to pursue, while enhancing the comprehension of how entities—ranging from individual organizations to expansive networks—can innovate, execute, and capitalize on BMI in the forthcoming landscape. Furthermore, this book elucidates the multifaceted nature of business model innovation across diverse contexts, illustrating the myriad ways BMI can be conceptualized and operationalized to achieve varying objectives, benefits, and results contingent upon the specific scenario. Lastly, this volume is dedicated to invigorating and equipping both nascent startups and entrenched firms to seize emergent BMI opportunities, fostering an environment where leveraging networks and platforms becomes a cornerstone for future business model innovation.

The Masquerades of Spring: The Brand New Rivers of London Novella

by Ben Aaronovitch

New York City, New York.Meet Augustus Berrycloth-Young - fop, flaneur, and Englishman abroad - as he chronicles the Jazz Age from his perch atop the city that never sleeps.That is, until his old friend Thomas Nightingale arrives, pursuing a rather mysterious affair concerning an old saxophone - which will take Gussie from his warm bed, to the cold shores of Long Island, and down to the jazz clubs where music, magic, and madness haunt the shadows...****PRAISE FOR THE RIVERS OF LONDON NOVELS'Ben Aaronovitch has created a wonderful world full of mystery, magic and fantastic characters. I love being there more than the real London'NICK FROST'As brilliant and funny as ever'THE SUN'Charming, witty, exciting'THE INDEPENDENT 'An incredibly fast-moving magical joyride for grown-ups'THE TIMES****Discover why this incredible series has sold over two million copies around the world. If you're a fan of Terry Pratchett or Douglas Adams - don't panic - you will love Ben Aaronovitch's imaginative, irreverent and all-round irresistible novels.

The Masquerades of Spring: The Brand New Rivers of London Novella

by Ben Aaronovitch

New York City, New York.Meet Augustus Berrycloth-Young - fop, flaneur, and Englishman abroad - as he chronicles the Jazz Age from his perch atop the city that never sleeps.That is, until his old friend Thomas Nightingale arrives, pursuing a rather mysterious affair concerning an old saxophone - which will take Gussie from his warm bed, to the cold shores of Long Island, and down to the jazz clubs where music, magic, and madness haunt the shadows...****PRAISE FOR THE RIVERS OF LONDON NOVELS'Ben Aaronovitch has created a wonderful world full of mystery, magic and fantastic characters. I love being there more than the real London'NICK FROST'As brilliant and funny as ever'THE SUN'Charming, witty, exciting'THE INDEPENDENT 'An incredibly fast-moving magical joyride for grown-ups'THE TIMES****Discover why this incredible series has sold over two million copies around the world. If you're a fan of Terry Pratchett or Douglas Adams - don't panic - you will love Ben Aaronovitch's imaginative, irreverent and all-round irresistible novels.

A Practical Introduction to Survey Design: A Beginner′s Guide

by Haydn Aarons

This is your definitive guide to designing your social survey. It includes all the knowledge and skills you need to plan your survey with confidence and ease. Every step of survey design from developing your questions, to administering your survey and preparing your data for analysis, is explained in easy to follow language. It features: Case studies demonstrating how effective surveys are conducted in real life Clear advice on how to design an ethical social survey Practical exercises to help you construct your survey Suggestions for further reading taken from cutting edge, multidisciplinary sources The book also comes with a host of useful online resources, including templates and reflective questions, to help strengthen your understanding and apply your new found knowledge.

A Practical Introduction to Survey Design: A Beginner′s Guide

by Haydn Aarons

This is your definitive guide to designing your social survey. It includes all the knowledge and skills you need to plan your survey with confidence and ease. Every step of survey design from developing your questions, to administering your survey and preparing your data for analysis, is explained in easy to follow language. It features: Case studies demonstrating how effective surveys are conducted in real life Clear advice on how to design an ethical social survey Practical exercises to help you construct your survey Suggestions for further reading taken from cutting edge, multidisciplinary sources The book also comes with a host of useful online resources, including templates and reflective questions, to help strengthen your understanding and apply your new found knowledge.

The Secret War Against the Jews: How Western Espionage Betrayed the Jewish People

by Mark Aarons John Loftus

Unearthing the Subverted Truth: Espionage, Global Power Play and the Hidden War Against the JewsA hugely controversial work that exposes a series of scandals from Oliver North to the British royal family, The Secret War Against the Jews reveals as much about political corruption inside Western intelligence as it does about Israel.Using thousands of formerly top-secret documents and numerous insider accounts, Loftus and Aarons expose the clandestine operations of Western countries such as the United States and Great Britain. Professed allies of Israel on the world stage, these countries are revealed to have repeatedly spied on Palestine and Israel for oil, multinational profits and geopolitical gains. The startling duplicity reaches as deep as the Orwellian manipulation of international covert policies and national security agendas.This book transcends the realm of mere history, raising grave allegations that will be the subject of debate for years to come.

The Cowboy's Family Christmas: An Amish Proposal The Cowboy's Family Christmas A Texas Holiday Reunion (Cowboys of Cedar Ridge #3)

by Carolyne Aarsen

Holiday Ranch ReunionLeanne Walsh is stunned when Reuben Walsh returns to his family’s ranch for the holidays. No matter how hard she tried to convince herself that marrying the more stable Walsh brother was the right decision, it was unpredictable Reuben who held her heart—until he broke it. Leanne’s frosty reception cuts deeper than Reuben expected, yet he can’t leave the widowed single mom shorthanded with Christmas drawing near. He built his dreams around Leanne once before, and now is trying to resist her and her sweet young son. But in a season full of surprises, the promise of family is a gift too tempting to ignore.

Singular Sensations: A Cultural History of One-Panel Comics in the United States

by Michelle Ann Abate

What do The Family Circus, Ziggy, and The Far Side have in common? They are all single-panel comics, a seemingly simple form that cartoonists have used in vastly different ways. Singular Sensations is the first book-length critical study to examine this important but long-neglected mode of cartoon art. Michelle Ann Abate provides an overview of how the American single-panel comic evolved, starting with Thomas Nast’s political cartoons and R.F. Outcault’s groundbreaking Yellow Kid series in the nineteenth century. In subsequent chapters, she explores everything from wry New Yorker cartoons to zany twenty-first-century comics like Bizarro. Offering an important corrective to the canonical definition of comics as “sequential art,” Abate reveals the complexity, artistry, and influence of the single-panel art form. Engaging with a wide range of historical time periods, sociopolitical subjects, and aesthetic styles, Singular Sensations demonstrates how comics as we know and love them would not be the same without single-panel titles. Abate’s book brings the single-panel comic out of the margins and into the foreground.

Recent Advances on Soft Computing and Data Mining: Proceedings of the Sixth International Conference on Soft Computing and Data Mining (SCDM 2024), August 21-22, 2024 (Lecture Notes in Networks and Systems #1078)

by Jemal H. Abawajy Rozaida Ghazali Nazri Mohd Nawi Mustafa Mat Deris Nureize Arbaiy

This book explores methods for leveraging data to create innovative solutions that offer significant and meaningful value. It provides practical insights into the concepts and techniques essential for maximizing the outcomes of large-scale research and data mining projects. Readers are guided through analytical thinking processes, addressing challenges in deciphering complex data systems and deriving commercial value from the data. Soft computing and data mining, also known as data-driven science, encompass a diverse range of interdisciplinary scientific methods and processes. The proceedings of "Recent Advances on Soft Computing and Data Mining" provide comprehensive knowledge to address various challenges encountered in complex systems. By integrating practices and applications from both domains, it offers a robust framework for tackling these issues. To excel in data-driven ecosystems, researchers, data analysts, and practitioners must carefully select the most suitable approaches and tools. Understanding the design choices and options available is essential for appreciating the underlying concepts, tools, and techniques utilized in these endeavors.

The Foreign Policy of Irregular Migration Governance: State Security and Migrants’ Insecurity in Italy and Australia (ISSN)

by Gabriele Abbondanza

Irregular migration is one of the most momentous phenomena of the 21st century. While it is a life‑changing process for migrants themselves, it also entails a number of significant challenges for destination countries and their local populations. Consequently, irregular migration is now a heavily debated and polarising issue in most receiving states. However, the multiple perspectives on this phenomenon are rarely assessed together, and states’ role in shaping national and international responses remains understudied, which hinders a comprehensive understanding of irregular migration governance. To address this issue, this innovative book investigates irregular migration by concurrently analysing the viewpoints of migrants, states, and their local populations. To that end, it builds on multidisciplinary insights from international relations, migration studies, political science, and other disciplines, and adopts Italy and Australia as two highly relevant yet rarely compared case studies, with a focus on their migratory foreign policies. In arguing for a multidisciplinary and holistic interpretation of irregular migration, it sheds new light on an influential and permanent feature of our times through key theory, security, and policy implications, as well as with relevant proposals. It also provides an assessment of unfolding trends, novel insights, and potential future outlooks based on the latest data and published research. This book is therefore a valuable resource for academics, migration and security professionals, policymakers, diplomats, journalists, and students.

Nettie & Nellie Crook: Orphan Train Sisters (Based On A True Story Ser.)

by E. F. Abbott

Can you imagine being placed in an orphanage while your parents are still alive? That’s what happens to Nettie and Nellie Crook, who are only five years old in 1910 when they are removed from their home in New York. No one tells Nettie and Nellie why their parents can no longer care for them, and later, no one explains why the orphans are put on a train headed west. The girls soon find themselves put on display in various small towns, where prospective parents examine and select children for adoption. Nettie and Nellie are taken by Mr. and Mrs. Chapin—will this be a happy ending for the twins?Based on a True Story books are exciting historical fiction about real children who lived through extraordinary times in American History. This title has Common Core connections.

Small Town Living: A Coast-to-Coast Guide to People, Places, and Communities

by Erin Austen Abbott

Celebrate the joys of small town life in this stunning, coast-to-coast photographic ode to country stores, main streets, and the inspiring creatives who have embraced life outside the city center. "An idyllic celebration of the rural life." —Publishers Weekly Big changes are taking place in how we live—and what we look for in the place we call home. From remote work options to the pull of wide open spaces and simpler lives, families, couples, and singles alike are looking away from major metropolitan areas and towards small towns. But where to go? How? When? There&’s a lot to consider when you&’re thinking about making the move to a small town—or just daydreaming about doing so. With the wisdom of an author who has made the move herself, Small Town Living answers these key questions in this sweeping, lushly photographed celebration of living small. Author and photographer Erin Austen Abbott has traversed the country to find creatives—from aquaculture preservationists to visual artists to entrepreneurs—who have opted for cozy towns over metropolitan bustle. In illuminating interviews and atmospheric photographs Austen Abbott showcases nearly two dozen couples and individuals who have embraced small town life, from the wilds of rural Maine, to the plains of Texas, villages of the Hudson Valley, and breathtaking seascapes of the Pacific Northwest. Woven throughout these regional chapters (East, Midwest, South, and West) are tips and sidebars to help readers begin their own small town journeys—from determining what's really important to you (like proximity to a university or access to hiking trails) to sensitively integrating into the community. A rich appendix showcases dozens of small towns grouped by themes like Small Museums, LGBTQIA+ Friendly, Film Festivals, as well as a list of small towns by state to inspire wanderlust.

The Ghosts of Eden Park: The Bootleg King, the Women Who Pursued Him, and the Murder That Shocked Jazz-Age America

by Karen Abbott

NEW YORK TIMES BESTSELLER • The epic true crime story of the most successful bootlegger in American history and the murder that shocked the nation, from the New York Times bestselling author of Sin in the Second City and Liar, Temptress, Soldier, Spy&“Gatsby-era noir at its best.&”—Erik LarsonAn ID Book Club Selection • NAMED ONE OF THE TEN BEST HISTORY BOOKS OF THE YEAR BY SMITHSONIANIn the early days of Prohibition, long before Al Capone became a household name, a German immigrant named George Remus quits practicing law and starts trafficking whiskey. Within two years he's a multi-millionaire. The press calls him "King of the Bootleggers," writing breathless stories about the Gatsby-esque events he and his glamorous second wife, Imogene, host at their Cincinnati mansion, with party favors ranging from diamond jewelry for the men to brand-new cars for the women. By the summer of 1921, Remus owns 35 percent of all the liquor in the United States. Pioneering prosecutor Mabel Walker Willebrandt is determined to bring him down. Willebrandt's bosses at the Justice Department hired her right out of law school, assuming she'd pose no real threat to the cozy relationship they maintain with Remus. Eager to prove them wrong, she dispatches her best investigator, Franklin Dodge, to look into his empire. It's a decision with deadly consequences. With the fledgling FBI on the case, Remus is quickly imprisoned for violating the Volstead Act. Her husband behind bars, Imogene begins an affair with Dodge. Together, they plot to ruin Remus, sparking a bitter feud that soon reaches the highest levels of government--and that can only end in murder. Combining deep historical research with novelistic flair, The Ghosts of Eden Park is the unforgettable, stranger-than-fiction story of a rags-to-riches entrepreneur and a long-forgotten heroine, of the excesses and absurdities of the Jazz Age, and of the infinite human capacity to deceive.Praise for The Ghosts of Eden Park&“An exhaustively researched, hugely entertaining work of popular history that . . . exhumes a colorful crew of once-celebrated characters and restores them to full-blooded life. . . . [Abbott&’s] métier is narrative nonfiction and—as this vibrant, enormously readable book makes clear—she is one of the masters of the art.&”—The Wall Street Journal&“Satisfyingly sensational and thoroughly researched.&”—The Columbus Dispatch&“Absorbing . . . a Prohibition-era page-turner.&”—Chicago Tribune

Handbook of Pipeline Engineering

by ABCM – Brazilian Society of Mechanical Sciences and Engineering José Luiz de França Freire Marcelo Rosa Rennó Gomes Marcelino Guedes Gomes

This Handbook covers a large number of Pipeline Engineering topics, ranging from the initial stages of designing, constructing, operating and managing the integrity of a pipeline to several of their fluid transportation applications such as oil, gas, derivatives, slurry, hydrogen and CO2. Traditional onshore and offshore pipelines are covered, as well as chapters on present and future interaction with modern society. This Handbook serves as a first reference resource for new readers entering the field, but also as a complement to those who are aware of the general principles encompassing areas of pipeline engineering. This Handbook has been developed in close cooperation with ABCM, the Brazilian Society of Mechanical Sciences and Engineering.

Business Analytical Capabilities and Artificial Intelligence-enabled Analytics: Applications and Challenges in the Digital Era, Volume 2 (Studies in Computational Intelligence #1152)

by Abdalmuttaleb M. A. Musleh Al-Sartawi Arafat Salih Aydiner Mohammad Kanan

This book explores and discusses how businesses transit from big data and business analytics to artificial intelligence (AI), by examining advanced technologies and embracing challenges such as ethical issues, governance, security, privacy, and interoperability of capabilities. This book covers a range of topics including the application of cyber accounting and strategic objectives, financial inclusion, big data analytics in telecommunication sector, digital marketing strategies and sports brand loyalty, robotic processes automation in banks, and the applications of AI for decision-making in human resources, healthcare, banking, and many more. The book provides a comprehensive reference for scholars, students, managers, entrepreneurs, and policymakers by examining frameworks and business practice implications through its discussions which embrace a wide variety of unique topics on business analytics, AI, and how it can be applied together to address the challenges of the digital era.

International Regulatory Rivalry in Open Economies: The Impact of Deregulation on the US and UK Financial Markets (Routledge Revivals)

by Doha M. Abdelhamid

This title was first published in 2003. This text aims to fill a gap in the literature for a text on the theory and practice of international regulatory competition in the open financial markets of the US and UK.

Women in Numbers Europe IV: Research Directions in Number Theory (Association for Women in Mathematics Series #32)

by Ramla Abdellatif Valentijn Karemaker Lejla Smajlovic

This volume contains research and expository content based on a wide variety of topics within modern number theory and arithmetic geometry. Research in this volume arises from or is connected with the Women in Numbers Europe (WiNE) IV conference held in summer 2022 in Utrecht, The Netherlands. The contents of this volume are of interest to professional mathematicians, graduate students, and researchers working in number theory, arithmetic geometry, and related areas.

Pediatric Cardiology: Fetal, Pediatric, and Adult Congenital Heart Diseases

by Ra-Id Abdulla

This reference work aims to be the primary resource in the field of heart disease in children and adult congenital heart disease. It contains nearly 100 chapters covering all aspects of heart disease in three populations: fetus with acquired and congenital heart diseases, children with acquired and congenital heart diseases, and adults with congenital heart diseases. Divided into five main sections, the book provides a comprehensive, up-to-date, and continuously revised overview of what is known in the field as well as resources for practical use such as normal values, medication information, and review of published guidelines. The first section of the book includes historical background on congenital heart disease and the evolution of medical, surgical, and catheter therapeutics. The fetal heart disease section comes next and covers cardiovascular embryogenesis, etiological mechanisms, diagnostic tools, presentation and management, cardiomyopathies, arrhythmias, perinatal management, and emergencies. The bulk of the book lies in the third section on pediatric cardiology, which examines not only basic science, assessment, and therapies but also a wide variety of specific acquired and congenital diseases such as valvular lesions, arterial diseases, cyanotic heart diseases, cardiomyopathies, cardiac tumors, and pulmonary hypertension. This is followed by the section on adult congenital heart diseases, discussing echocardiography, electrophysiology, neurodevelopment, and a variety of unique aspects of congenital heart disease in the adult years. The final section of the book focuses on pharmacology with chapters on inotropes, vasopressors, diuretics, and more. Pediatric Cardiology: Fetal and Pediatric Heart Diseases & Adult Congenital Heart Diseases is an essential reference for physicians, residents, fellows, medical students, nurse-practitioners, and allied health professionals in cardiology, pediatrics, cardiac surgery, and imaging/radiology.

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