Machine learning for bioelectronics on wearable and implantable devices: challenges and potential

GD Goh, JM Lee, GL Goh, X Huang, S Lee… - … Engineering Part A, 2023 - liebertpub.com
Bioelectronics presents a promising future in the field of embedded and implantable
electronics, providing a range of functional applications, from personal health monitoring to …

Merging machine learning and bioelectronics for closed-loop control of biological systems and homeostasis

M Jafari, G Marquez, H Dechiraju, M Gomez… - Cell Reports Physical …, 2023 - cell.com
The regulation of most physiological processes relies on a state of equilibrium called
homeostasis, which is achieved through a biological control loop involving sensors and …

Wearable hydrogel-based health monitoring systems: A new paradigm for health monitoring?

X Wang, H Ji, L Gao, R Hao, Y Shi, J Yang… - Chemical Engineering …, 2024 - Elsevier
With the ability to dynamically and continuously measure health indicators and the potential
to offer early warning messages about physical diseases, wearable health monitoring …

Using hysteresis to predict the charge recombination properties of perovskite solar cells

J Wu, Y Li, Y Li, W Xie, J Shi, D Li, S Cheng… - Journal of Materials …, 2021 - pubs.rsc.org
The mixed halide perovskites have become famous worldwide due to their rapid
development of power conversion efficiency (PCE) and unique photoelectric properties …

The role of machine learning in advancing precision medicine with feedback control

K Zlobina, M Jafari, M Rolandi, M Gomez - Cell Reports Physical Science, 2022 - cell.com
The capacity of machine-learning methods to handle large and complex datasets makes
them suitable for applications in precision medicine. Current methods automate data …

Machine Learning‐Driven Bioelectronics for Closed‐Loop Control of Cells

J Selberg, M Jafari, J Mathews, M Jia… - Advanced Intelligent …, 2020 - Wiley Online Library
From the simplest unicellular organisms to complex animals, feedback control based on
sensing and actuation is a staple of self‐regulation in biological processes and is a key to …

The multi-channel potentiostat: Development and evaluation of a scalable mini-potentiostat array for investigating electrochemical reaction mechanisms

P Pansodtee, J Selberg, M Jia, M Jafari, H Dechiraju… - Plos one, 2021 - journals.plos.org
A potentiostat is an essential piece of analytical equipment for studying electrochemical
devices and reactions. As the design of electrochemical devices evolve, applications for …

[HTML][HTML] On-chip on-demand delivery of K+ for in vitro bioelectronics

H Dechiraju, J Selberg, M Jia, P Pansodtee, H Li… - AIP Advances, 2022 - pubs.aip.org
Bioelectronic devices that interface electronics with biological systems can actuate and
control biological processes. The potassium ion plays a vital role in cell membrane …

Intermittent delay stabilization of complex-valued stochastic complex network

H Zhou, M Luo, W Li - Information Sciences, 2021 - Elsevier
In this paper, the stabilization issue for complex-valued stochastic Markovian switching
complex network with time delay and time-varying coupling structure (CSMNDC) is …

[HTML][HTML] A multi-ion electrophoretic pump for simultaneous on-chip delivery of H+, Na+, and Cl−

M Jia, M Jafari, P Pansodtee, M Teodorescu, M Gomez… - APL Materials, 2022 - pubs.aip.org
Ions and biomolecules are signal carriers in biological systems and transfer information for
intracellular communication and organism function. As such, bioelectronic devices that …