Chapter 12: Sensor-Based Human Activity Recognition for Healthcare Applications

Nisar, M.A., Ahmad, S.

Advances in Healthcare AI and Machine Learning
Springer Nature, 2023, pp. 287-315

Editors: Johnson, M., Lee, K., Wang, H.

This chapter provides a comprehensive overview of sensor-based human activity recognition techniques and their applications in modern healthcare systems...

Chapter 8: Pattern Recognition in Multimodal Healthcare Data

Nisar, M.A., Khan, A., Schmidt, T.

Machine Learning for Healthcare: Fundamentals and Applications
Academic Press, 2022, pp. 185-210

Editors: Brown, D., Smith, R.

A detailed exploration of pattern recognition techniques applied to multimodal healthcare data including sensor readings, medical images, and clinical notes...

Chapter 5: Wearable Sensors for Elderly Care and Monitoring

Nisar, M.A., Weber, L.

Internet of Medical Things: Applications in Healthcare
Wiley, 2021, pp. 112-145

Editors: Chen, Y., Kumar, P.

This chapter discusses the design and implementation of wearable sensor systems for continuous monitoring of elderly individuals in home and care facility settings...