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Machine Learning and Deep Learning Techniques for Medical Image Recognition
Machine Learning and Deep Learning Techniques for Medical Image Recognition comprehensively reviews deep learning-based algorithms in medical image analysis problems including medical image processing. It includes a detailed review of deep learning approaches for semantic object detection and segmentation in medical image computing and large-scale radiology database mining. A particular focus is placed on the application of convolutional neural networks with the theory and varied selection of techniques for semantic segmentation using deep learning principles in medical imaging supported by practical examples. Features: Offers important key aspects in the development and implementation of ma...
Artificial Intelligence Technology in Healthcare
Artificial Intelligence Technology in Healthcare: Security and Privacy Issues focuses on current issues with patients’ privacy and data security including data breaches in healthcare organizations, unauthorized access to patients’ information, and medical identity theft. It explains recent breakthroughs and problems in deep learning security and privacy issues, emphasizing current state-of-the-art methods, methodologies, implementation, attacks, and countermeasures. It examines the issues related to developing artifiicial intelligence (AI)-based security mechanisms which can gather or share data across several healthcare applications securely and privately. Features: Combines multiple te...
Federated Deep Learning for Healthcare
This book provides a practical guide to federated deep learning for healthcare including fundamental concepts, framework, and the applications comprising domain adaptation, model distillation, and transfer learning. It covers concerns in model fairness, data bias, regulatory compliance, and ethical dilemmas. It investigates several privacy-preserving methods such as homomorphic encryption, secure multi-party computation, and differential privacy. It will enable readers to build and implement federated learning systems that safeguard private medical information. Features: Offers a thorough introduction of federated deep learning methods designed exclusively for medical applications. Investigates privacy-preserving methods with emphasis on data security and privacy. Discusses healthcare scaling and resource efficiency considerations. Examines methods for sharing information among various healthcare organizations while retaining model performance. This book is aimed at graduate students and researchers in federated learning, data science, AI/machine learning, and healthcare.
77 Vozes pela Nossa Saúde
Este livro é fruto de um debate franco e plural sobre um tema que diz respeito a todos nós: a saúde em Portugal. Discutimos e analisamos questões cruciais relacionadas com o Serviço Nacional de Saúde (SNS), a coexistência entre hospitais públicos e privados e a gestão da saúde. Com o contributo de médicos, enfermeiros, bastonários, investigadores, professores, gestores, empresários, antigos governantes, sindicalistas, psicólogos, entre tantos outros, as páginas de "77 Vozes pela nossa Saúde" ajudam a esclarecer dúvidas e a contribuir decisivamente para algumas medidas concretas, de fundo, que introduzam elementos novos na saúde. Que a façam progredir e que possibilitem um debate aberto e produtivo sobre a mesma em Portugal, de forma a permitir tomar decisões fundamentadas. Porque afinal é a nossa saúde que está em causa.
The Giving Tree
As The Giving Tree turns fifty, this timeless classic is available for the first time ever in ebook format. This digital edition allows young readers and lifelong fans to continue the legacy and love of a classic that will now reach an even wider audience. "Once there was a tree...and she loved a little boy." So begins a story of unforgettable perception, beautifully written and illustrated by the gifted and versatile Shel Silverstein. This moving parable for all ages offers a touching interpretation of the gift of giving and a serene acceptance of another's capacity to love in return. Every day the boy would come to the tree to eat her apples, swing from her branches, or slide down her trun...
My Sweet Orange Tree
A worldwide classic of children's literature - a moving, life-affirming childhood story, finally available in English again Meet Zezé - Brazil's naughtiest and most loveable boy, his talent for mischief matched only by his great kindness. When he grows up he wants to be a 'poet with a bow-tie' but for now he entertains himself playing pranks on the residents of his family's poor Rio de Janeiro neighbourhood and inventing friends to play with. That is, until he meets a real friend, and his life begins to change... My Sweet Orange Tree is a worldwide classic of children's literature – never out of print in Brazil since it was first published in 1968, it has also been translated into an astonishing number of languages and won the hearts of millions of young readers from Korea to turkey, Poland to Thailand and in many other countries too. José Mauro de Vasconcelos (1920-84) was a Brazilian writer who worked as a sparring partner for boxers, a labourer on a banana farm, and a fisherman before he started writing at the age of 22. He is most famous for his autobiographical novel My Sweet Orange Tree, which tells the story of his own childhood in Rio de Janeiro.
The Seed of Compassion
For the first time ever, Nobel Peace Prize Laureate His Holiness the Dalai Lama addresses children directly, sharing lessons of peace and compassion, told through stories of his own childhood. One of today's most inspiring world leaders was once an ordinary child named Lhamo Thondup. In a small village in Tibet, his mother was his first great teacher of compassion. In everyday moments from his childhood, young readers begin to see that important lessons are all around us, and that they, too, can grow to truly understand them. With simple, powerful text, the Dalai Lama shares the universalist teachings of treating one another with compassion, which Bao Luu illustrates beautifully in vibrant color. In an increasingly confusing world, The Seed of Compassion offers guidance and encouragement on how we all might bring more kindness to it.
Blockchain Technology in Healthcare Applications
"Tremendous growth in healthcare treatment techniques and methods has led to the emergence of numerous storage and communication problems and need for security among vendors and patients. This book brings together latest applications and state-of-the-art developments in healthcare sector using Blockchain technology. It explains how blockchain can enhance security, privacy, interoperability, and data accessibility including AI with blockchains, blockchains for medical imaging to supply chain management, and centralized management/clearing houses alongside DLT. Features: Includes theoretical concepts, empirical studies and detailed overview of various aspects related to development of healthca...
O Credo
A "Coleção Tesouros da Igreja" tem o objetivo de tornar acessíveis ao grande público todas as riquezas do depósito de nossa fé cristã. Nesse volume, Pe. Paulo Sérgio Carrara, Missionário Redentorista, doutor em teologia e espiritualidade, convida-nos a revisitarmos o Credo dos Apóstolos. Por meio de comentários simples e acessíveis, o autor apresenta cada um dos conteúdos que compõem esse conjunto de verdades da fé, fazendo da obra uma catequese acessível ao grande público. Esse livro visa oferecer aos cristãos um instrumento seguro para o aprofundamento de sua fé e de uma melhor compreensão do testemunho que são chamados a dar, enquanto membros da Igreja de Jesus, Sacramento de salvação para o mundo.
Horóscopo Cigano
A Astrologia tradicional estuda a influência dos Astros nos destinos da humanidade e não se sabe em que ponto de sua cultura os ciganos incorporaram os conhecimentos dos elementos da cultura greco-romana, cujas lendas estão presentes no Zodíaco. Vagos e esparsos documentos indicam que foi em sua passagem pelo Egito, principalmente, que os ciganos desenvolveram seus conhecimentos sobre a aplicação prática da astrologia à vida e ao destino dos homens. Como tudo ao seu alcance, os ciganos buscavam a praticidade, descartando conhecimentos supérfluos ou complicados. Preocupava-os saber como os astros influenciavam as pessoas nascidas e isso se prestou às interpretações que, com uma habilidade natural, eles desenvolviam desde o começo dos tempos.Como as outras práticas divinatórias ciganas, no entanto, a Astrologia cigana foi proibida durante o período de perseguições, atrasando seu desenvolvimento. Nesse período, registros escritos existentes foram destruídos, por questões de segurança, perdendo-se, assim, um conhecimento precioso e antigo.
