Recent advances in flexible hydrogel sensors: Enhancing data processing and machine learning for intelligent perception

Boateng, Derrick; Li, Xukai; Zhu, Yuhan; Zhang, Hao; Wu, Meng; Liu, Jifang; Kang, Yan; Zeng, Hongbo; Han, Linbo

doi:10.1016/j.bios.2024.116499

Biosensors and Bioelectronics

2024

DOI: 10.1016/j.bios.2024.116499

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Recent advances in flexible hydrogel sensors: Enhancing data processing and machine learning for intelligent perception

Derrick Boateng,

Xukai Li,

Yuhan Zhu

et al.

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Cited by 5 publications

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Flexible Pressure, Humidity, and Temperature Sensors for Human Health Monitoring

Li,

Fang,

Wei

et al. 2024

Adv Healthcare Materials

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The rapid advancements in artificial intelligence, micro‐nano manufacturing, and flexible electronics technology have unleashed unprecedented innovation and opportunities for applying flexible sensors in healthcare, wearable devices, and human–computer interaction. The human body's tactile perception involves physical parameters such as pressure, temperature, and humidity, all of which play an essential role in maintaining human health. Inspired by the sensory function of human skin, many bionic sensors have been developed to simulate human skin's perception to various stimuli and are widely applied in health monitoring. Given the urgent requirements for sensing performance and integration of flexible sensors in the field of wearable devices and health monitoring, here is a timely overview of recent advances in pressure, humidity, temperature, and multi‐functional sensors for human health monitoring. It covers the fundamental components of flexible sensors and categorizes them based on different response mechanisms, including resistive, capacitive, voltage, and other types. Specifically, the application of these flexible tactile sensors in the area of human health monitoring is highlighted. Based on this, an extended overview of recent advances in dual/triple‐mode flexible sensors integrating pressure, humidity, and temperature tactile sensing is presented. Finally, the challenges and opportunities of flexible sensors are discussed.

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Flexible Pressure, Humidity, and Temperature Sensors for Human Health Monitoring

Li,

Fang,

Wei

et al. 2024

Adv Healthcare Materials

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PVA/chitosan-based multifunctional hydrogels constructed through multi-bonding synergies and their application in flexible sensors

Wang,

Xu,

et al. 2025

Carbohydrate Polymers

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PNIPAM-based ionic hydrogels for enhanced privacy smart windows and flexible sensor

Zhang,

Liu

et al. 2024

Colloids and Surfaces A: Physicochemical and Engineering Aspect

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Recent advances in flexible hydrogel sensors: Enhancing data processing and machine learning for intelligent perception

Cited by 5 publications

References 88 publications

Flexible Pressure, Humidity, and Temperature Sensors for Human Health Monitoring

Flexible Pressure, Humidity, and Temperature Sensors for Human Health Monitoring

PVA/chitosan-based multifunctional hydrogels constructed through multi-bonding synergies and their application in flexible sensors

PNIPAM-based ionic hydrogels for enhanced privacy smart windows and flexible sensor

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