Rövid leírás:

The topic of AAL is already a part of the curriculum in many universities and institutes, and this book will help students explore the various applications of NLP within this field. In addition, individuals looking to engage in innovative projects can find inspiration from the latest advancements in AAL

Hosszú leírás:

Ambient assisted living (AAL) utilizes information and communication technology to empower individuals to maintain an active and independent lifestyle for as long as possible. The concept of AAL has been around for decades, but with the evolution of the healthcare sector, we have seen significant advancements in AAL technologies. In recent years, there has been a growing trend towards living alone, and AAL plays a crucial role in supporting individuals to live independently. Ambient Assisted Living (AAL) Technologies: Transitioning from Healthcare 4.0 to Healthcare 5.0 is divided into four comprehensive sections that explore the shift from Healthcare 4.0 to Healthcare 5.0.

It covers AAL technology in the context of Healthcare 4.0 and the Internet of Things (IoT) and fog computing frameworks for real-time applications of natural language processing (NLP) in AAL. The text also delves into advanced artificial intelligence methods for data analytics in AAL, focusing on real-time applications and data analysis for practical use. Additionally, the book covers advanced enabling technologies like blockchain, big data, fog computing and cutting-edge AI techniques for assisted living in Healthcare 5.0. The integration of these technologies and perspectives is crucial for advancing assisted living in the realm of Healthcare 5.0. This book is perfect for students and researchers specializing in AAL and NLP. Professionals working on products for assisted living can also benefit from the valuable insights provided by recent research to improve the efficiency and advancement of their products.

The topic of AAL is already a part of the curriculum in many universities and institutes, and this book will help students explore the various applications of NLP within this field. In addition, individuals looking to engage in innovative projects can find inspiration from the latest advancements in AAL.

Tartalomjegyzék:

Section-1 Overview and Recent Advances in Ambient Assisted Living (AAL) Technologies in Healthcare 4.0

Chapter 1 Overview and Recent Advances in Ambient Assisted Living Technologies Transitioning from Healthcare 4.0 to Healthcare 5.0

Pattisapu Manikanta Manohar

Section-2 Advances in Enabling Technologies for Assisted Living in Healthcare 5.0

Chapter 2 Wearable and Ambient Sensors Applicable in Medical Laboratory and Diagnostic Services in Healthcare

Eno Chongs Mantu, Dooshima Augustina Orshio and Uchejeso Mark Obeta

Chapter 3 GuardianMeds: Empowering Elderly Care with IoT Medication Monitoring

Kasarapu Ramani, Irala Suneetha, Nainaru Pushpalatha and P. Harish

Chapter 4 Internet of Things (IoT), Fog Computing, and Communication Infrastructures for Assisted Living 

Paula Lamo and J. Javier Rainer

Chapter 5 Blockchain for Trust, Privacy, and Security in Assisted Living

Shikha Mittal, Chetna Monga, Suvarna Sharma and Kashish Mukhija                

Section- 3 Artificial Intelligence (AI) for Data Analysis for Assisted Living in Healthcare 5.0

Chapter 6 Human Fall Detection Using One-Class Support Vector Machine Classifier and Feature Ranking

Rashmi Gupta and Jeetendra Kumar              

Chapter 7 Prediction of Clinical Drug Response Using Machine Learning

Nidhika Chauhan and Navneet Kaur

Chapter 8 Novel Approaches to Pill Dispensing: Tackling Non-Adherence in the Management of Chronic Diseases

Inderpreet Kaur, Ujjwal Matoliya and Dharmendra Dangi

Chapter 9 Cognitive Impairment Assessment: Role of Artificial Intelligence in Transforming Early Detection and Care

Richa Singh and Anurag Upadhyay

Chapter 10 Diet Management for Diabetes Patients Using AI

Seema P. Nehete

Chapter 11 Optimizing Diabetes Classification: Hybrid FLANN Model with Evolutionary Optimization Techniques

P. Pujari

Chapter 12 Leveraging Technology for Healthcare Transformation: Telemedicine and Remote Health Monitoring

S.N Kumar, Prabu Selvam, Jomin Joy, Nicole Rakov and Alan James  

Chapter 13 Ethical Considerations of AI and Data Security in Assisted Living of this Era

Uchejeso Mark Obeta and Nkechinyere Linda Obeta

Chapter 14 The Impact of Telemedicine Technologies on Brain Small Vessel Disease and Ethical Concerns

Gopi Battineni, Sharmin Chougule, Nalini Chintalapudi, Giovanna Ricci and Francesco Amenta

Section-4 Natural Language Processing (NLP) for Assisted Living in Healthcare 5.0

Chapter 15 NLP Techniques and Applications in Healthcare Systems

Atul Kumar

Chapter 16  Speech Emotion Recognition for Dialogue Systems

M. Soundarya, R. Nancy Deborah, G. Sivakarthi and A.Vinora

Chapter 17 Text Analytics for Health Records and Documentations

N.Sharmila Banu and K. Deepa