ABSTRACT

Artificial Intelligence (AI) in general and machine learning (ML) and deep learning (DL) in particular and related digital technologies are a couple of fledging paradigms that next-generation healthcare services are sprinting towards. These digital technologies can transform various aspects of healthcare, leveraging advances in computing and communication power. With a new spectrum of business opportunities, AI-powered healthcare services will improve the lives of patients, their families, and societies. However, the application of AI in the healthcare field requires special attention given the direct implication with human life and well-being. Rapid progress in AI leads to the possibility of exploiting healthcare data for designing practical tools for automated diagnosis of chronic diseases such as dementia and diabetes. This book highlights the current research trends in applying AI models in various disease diagnoses and prognoses to provide enhanced healthcare solutions. The primary audience of the book are postgraduate students and researchers in the broad domain of healthcare technologies.

Features

  • In-depth coverage of the role of AI in smart healthcare
  • Research guidelines for AI and data science researchers/practitioners interested in the healthcare sector
  • Comprehensive coverage on security and privacy issues for AI in smart healthcare

chapter Chapter 1|6 pages

Introduction to Artificial Intelligence (AI) for Disease Diagnosis and Prognosis in Smart Healthcare

ByS. M. Riazul Islam, Faisal Tariq, Ghita Kouadri Mostefaoui

chapter Chapter 2|28 pages

Machine Learning for Disease Assessment

BySujay Saha, Shekh Mahmudul Islam

chapter Chapter 3|10 pages

Precision Medicine and Future Healthcare

ByMuhammad Afzal, Maqbool Hussain

chapter Chapter 4|26 pages

AI-Driven Drug Response Prediction for Personalized Cancer Medicine

ByJulhash U. Kazi

chapter Chapter 5|36 pages

Skin Disease Recognition and Classification Using Machine Learning and Deep Learning in Python

ByMasum Shah Junayed, Arezoo Sadeghzadeh, Baharul Islam

chapter Chapter 6|16 pages

COVID-19 Diagnosis-Based Deep Learning Approaches for COVIDx Dataset: A Preliminary Survey

ByEsraa Hassan, Mahmoud Y. Shams, Noha A. Hikal, Samir Elmougy

chapter Chapter 7|24 pages

Automatic Grading of Invasive Breast Cancer Patients for the Decision of Therapeutic Plan

ByHossain Shakhawat, Matthew Hanna, Kareem Ibrahim, Rene Serrette, Peter Ntiamoah, Marcia Edelweiss, Edi Brogi, Meera Hameed, Masahiro Yamaguchi, Dara Ross, Yukako Yagi

chapter Chapter 8|10 pages

Prognostic Role of CALD1 in Brain Cancer: A Data-Driven Review

ByS. M. Riazul Islam, Subbroto Kumar Saha, Afsana Nishat, Shaker El-Sappagh

chapter Chapter 9|12 pages

Artificial Intelligence for Parkinson's Disease Diagnosis: A Review

ByMoradul Siddique Yeasir, Arefin Tusher, Humaun Kabir, Syed Galib, Mohammad Farhad Bulbul

chapter Chapter 10|8 pages

Breast Cancer Detection: A Survey

ByEsraa Hassan, Fatma M. Talaat, Zeinab Hassan, Nora El-Rashidy

chapter Chapter 11|26 pages

Review of Artifact Detection Methods for Automated Analysis and Diagnosis in Digital Pathology

ByHossain Shakhawat, Sakir Hossain, Alamgir Kabir, S. M. Hasan Mahmud, M. M. Manjurul Islam, Faisal Tariq

chapter Chapter 12|16 pages

Machine Learning-Enabled Detection and Management of Diabetes Mellitus

ByShafiqul Islam, Faisal Tariq

chapter Chapter 13|24 pages

IoT and Deep Learning-Based Smart Healthcare with an Integrated Security System to Detect Various Skin Lesions

ByKhairul Islam, Zahidul Islam, Al Amin, Mojibur Rahman Redoy Akanda, Shabuj Hossen, Feroza Naznin, Mohammad Ali Moni

chapter Chapter 14|12 pages

Real-Time Facemask Detection Using Deep Convolutional Neural Network-Based Transfer Learning

ByJakaria Islam Emon, M. M. Manjurul Islam, Syeda Amina Abedin, Shakhawat Hossain, Rupam Kumar Das

chapter Chapter 15|32 pages

Security Challenges in Wireless Body Area Networks for Smart Healthcare

ByMuhammad Shadi Hajar, Harsha Kumara Kalutarage, M. Omar Al-Kadri

chapter Chapter 17|6 pages

Future Challenges in Artificial Intelligence for Smart Healthcare

ByFaisal Tariq, S. M. Riazul Islam, Ghita Kouadri Mostefaoui