Editors: Wellington P. dos Santos, Juliana C. Gomes, Maíra A. de Santana, Valter A. F. Barbosa

Series Title: Intelligent Systems in Radiology

Intelligent Diagnosis of Lung Cancer and Respiratory Diseases

Volume 1

eBook: US $79 Special Offer (PDF + Printed Copy): US $126
Printed Copy: US $87
Library License: US $316
ISBN: 978-981-5050-51-6 (Print)
ISBN: 978-981-5050-50-9 (Online)
Year of Publication: 2022
DOI: 10.2174/97898150505091220101

Introduction

Intelligent Diagnosis of Lung Cancer and Respiratory Diseases presents information about diseases of the respiratory system and the relevant diagnostic imaging techniques. The book focuses on intelligent diagnostic imaging systems.

The first section of the book deals with the physiological underpinnings of 3 major diseases that affect the respiratory system: tuberculosis, lung cancer and COVID-19. This section also explains the basic principles of artificial Intelligence that support the diagnosis of these diseases.

The next section presents applications of intelligent systems to support the imaging diagnosis of COVID-19 and lung cancer, with emphasis on digital health and telemedicine approaches.

Each chapter is organized into a readable format, and is accompanied with a detailed bibliographical information for further reading.

This book is a reference for everyone seeking to understand how artificial intelligence can provide solutions for diagnostic support systems by processing and analyzing radiological images to improve early diagnosis and, consequently, lung disease prognosis.

Foreword

- Pp. i-ii (2)
Nivaldo A. P. de Vasconcelos
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Preface

- Pp. iii-iv (2)
Wellington Pinheiro dos Santos, Juliana Carneiro Gomes, Maíra Araújo de Santana, Valter Augusto de Freitas Barbosa
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List of Contributors

- Pp. v-vii (3)

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Principles of Respiratory Diseases - Tuberculosis a Brief Study

- Pp. 1-24 (24)
K. S. Mithra*
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Physiological Basis for the Indication of Mechanical Ventilation

- Pp. 25-54 (30)
Ananda M. A. Gonçalves, Angela I. de B. Ferreira, Beatriz Cabral P. Carneiro, Francilaide Ester de C. Xavier, Giovanna Fiorentino, Guilherme Albuquerque de F. Monteiro, Gutembergmann B. Coutinho, Arianne Sarmento Torcate*, Mirela Carolaine C. da Cruz
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Artificial Intelligence in the Diagnosis of Diseases of the Respiratory System

- Pp. 55-75 (21)
Leticia M. Seijas*, Byron L. D. Bezerra
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COVID-19: Clinical, Immunological, and Image Findings from Infection to Post-COVID Syndrome

- Pp. 76-98 (23)
Georon Ferreira de Sousa, Guilherme Antonio de Souza Silva, Bárbara Rafaela da Silva Barros, Rodrigo Cesar Abreu de Aquino, Maríllia Raphaella Cabral Fonseca de Lima, Leonardo Carvalho de Oliveira Cruz, Elifrances Galdino de Oliveira, Igor Wesland Assunção de Sá, Fábio Augusto da Cunha Rodrigues, Francisco Hélio Oliveira, Antonio Carlos de Freitas, Evônio de Barros Campelo Júnior, Cristiane Moutinho Lagos de Melo*
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Unveiling Distinguished Methodologies for the Diagnosis of COVID-19

- Pp. 99-120 (22)
Michelle Melgarejo da Rosa*, Michelly Cristiny Pereira, Vanessa Mylenna Florêncio de Carvalho, Ana Paula da Fonseca Arcoverde Cabral de Mello, Crislaine Xavier da Silva, Bárbara de Oliveira Silva, Anderson Félix dos Santos, Rayssa Evelyn Valentim de Moraes Souza, Maira Galdino da Rocha Pitta
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E-Health, M-Health and Telemedicine for the Covid-19 Pandemic

- Pp. 121-129 (9)
Ana Sofia Miranda de Albuquerque*, Maria Amanda Pérez de Oliveira, Cristine Martins Gomes de Gusmão
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Absolute Images Reconstruction in Heart and Lungs for COVID-19 Patients using Multifrequencial Electrical Impedance Tomography System and D-Bar Method

- Pp. 130-225 (96)
Julia G. B. Wolff*, Wellington P. dos Santos, Pedro Bertemes-Filho
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Lung Cancer Diagnosis: Where we are and where we will Go? Classical and Innovative Applications in the Diagnosis of Lung Cancer

- Pp. 226-274 (49)
Rodrigo Santiago Moreira, Cesar Freire de Melo Vasconcelos, Michelly Cristiny Pereira*, Rafaella Ferreira das Neves, Thiago Douberin da Silva, Maryllia Morais da Silva, Rhayssa Mendes de Lucena, Silvia Maria de Souza, Gabriel Guerra Cordeiro, Yasmin Barreto França de Farias, Celine Beatriz Swollon Pegado
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3D Reconstruction of Lung Tumour Using Deep Auto-encoder Network and a Novel Learning- Based Approach

- Pp. 275-307 (33)
Mozhgan Vazifehdoostirani, Abbas Ahmadi*
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Subject Index

- Pp. 308-320 (13)

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