Kai Zhao
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Kai Zhao has a total of 86 co-authors. Here are the top co-authors by number of shared publications:
- Dongqing Li
University of Waterloo
8 shared publications - Junsheng Wang
Dalian Maritime University
6 shared publications Junsheng Wang
Liaoning Key Laboratory of Marine Sensing and Intelligent Detection Dalian Maritime University Dalian P. R. China
4 shared publicationsXinxiang Pan
Liaoning Key Laboratory of Marine Sensing and Intelligent Detection Dalian Maritime University Dalian P. R. China
4 shared publicationsDejian Kong
Liaoning Key Laboratory of Marine Sensing and Intelligent Detection Dalian Maritime University Dalian P. R. China
3 shared publicationsJunzhu Yao
Liaoning Key Laboratory of Marine Sensing and Intelligent Detection Dalian Maritime University Dalian P. R. China
3 shared publications
Latest Publications
- Open Access
- 1 August 2025
- Published by MDPI AG in Biosensors
- Vol. 15 (8) , 496
Insights to Resistive Pulse Sensing of Microparticle and Biological Cells on Microfluidic Chip
Since the initial use of biological ion channels to detect single-stranded genomic base pair differences, label-free and highly sensitive resistive pulse sensing (RPS) with nanopores has made remarkable progress in single-molecule analysis. By monitoring transient ionic current disruptions caused by molecules translocating through a nanopore, this technology offers detailed insights into the structure, charge, and dynamics of the analytes. In this work, the RPS platforms based on biological, solid-state, and other sensing pores, detailing their latest research progress and applications, are reviewed. Their core capability is the high-precision characterization of tiny particles, ions, and nucleotides, which are widely used in biomedicine, clinical diagnosis, and environmental monitoring. However, current RPS methods involve bottlenecks, including limited sensitivity (weak signals from sub-nanometer targets with low SNR), complex sample interference (high false positives from ionic strength, etc.), and field consistency (solid-state channel drift, short-lived bio-pores failing POCT needs). To overcome this, bio-solid-state fusion channels, in-well reactors, deep learning models, and transfer learning provide various options. Evolving into an intelligent sensing ecosystem, RPS is expected to become a universal platform linking basic research, precision medicine, and on-site rapid detection.
- 1 August 2025
- Published by MDPI AG in Biosensors
- Vol. 15 (8) , 496
Open AccessInsights to Resistive Pulse Sensing of Microparticle and Biological Cells on Microfluidic Chip
Since the initial use of biological ion channels to detect single-stranded genomic base pair differences, label-free and highly sensitive resistive pulse sensing (RPS) with nanopores has made remarkable progress in single-molecule analysis. By monitoring transient ionic current disruptions caused by molecules translocating through a nanopore, this technology offers detailed insights into the structure, charge, and dynamics of the analytes. In this work, the RPS platforms based on biological, solid-state, and other sensing pores, detailing their latest research progress and applications, are reviewed. Their core capability is the high-precision characterization of tiny particles, ions, and nucleotides, which are widely used in biomedicine, clinical diagnosis, and environmental monitoring. However, current RPS methods involve bottlenecks, including limited sensitivity (weak signals from sub-nanometer targets with low SNR), complex sample interference (high false positives from ionic strength, etc.), and field consistency (solid-state channel drift, short-lived bio-pores failing POCT needs). To overcome this, bio-solid-state fusion channels, in-well reactors, deep learning models, and transfer learning provide various options. Evolving into an intelligent sensing ecosystem, RPS is expected to become a universal platform linking basic research, precision medicine, and on-site rapid detection.
- Open Access
- 27 August 2024
- Published by MDPI AG in Biosensors
- Vol. 14 (9) , 417
Recent Advances in Dielectrophoretic Manipulation and Separation of Microparticles and Biological Cells
Dielectrophoresis (DEP) is an advanced microfluidic manipulation technique that is based on the interaction of polarized particles with the spatial gradient of a non-uniform electric field to achieve non-contact and highly selective manipulation of particles. In recent years, DEP has made remarkable progress in the field of microfluidics, and it has gradually transitioned from laboratory-scale research to high-throughput manipulation in practical applications. This paper reviews the recent advances in dielectric manipulation and separation of microparticles and biological cells and discusses in detail the design of chip structures for the two main methods, direct current dielectrophoresis (DC-DEP) and alternating current dielectrophoresis (AC-DEP). The working principles, technical implementation details, and other improved designs of electrode-based and insulator-based chips are summarized. Functional customization of DEP systems with specific capabilities, including separation, capture, purification, aggregation, and assembly of particles and cells, is then performed. The aim of this paper is to provide new ideas for the design of novel DEP micro/nano platforms with the desired high throughput for further development in practical applications.
- 27 August 2024
- Published by MDPI AG in Biosensors
- Vol. 14 (9) , 417
Open AccessRecent Advances in Dielectrophoretic Manipulation and Separation of Microparticles and Biological Cells
Dielectrophoresis (DEP) is an advanced microfluidic manipulation technique that is based on the interaction of polarized particles with the spatial gradient of a non-uniform electric field to achieve non-contact and highly selective manipulation of particles. In recent years, DEP has made remarkable progress in the field of microfluidics, and it has gradually transitioned from laboratory-scale research to high-throughput manipulation in practical applications. This paper reviews the recent advances in dielectric manipulation and separation of microparticles and biological cells and discusses in detail the design of chip structures for the two main methods, direct current dielectrophoresis (DC-DEP) and alternating current dielectrophoresis (AC-DEP). The working principles, technical implementation details, and other improved designs of electrode-based and insulator-based chips are summarized. Functional customization of DEP systems with specific capabilities, including separation, capture, purification, aggregation, and assembly of particles and cells, is then performed. The aim of this paper is to provide new ideas for the design of novel DEP micro/nano platforms with the desired high throughput for further development in practical applications.
- 28 February 2024
- Published by Wiley in Electrophoresis
- Vol. 45 (23-24) , 2095-2104
Numerical studies of manipulation and separation of microparticles in ODEP‐based microfluidic chips
A novel optical‐induced dielectrophoresis (ODEP) method employing a pressure‐driven flow for the continuous separation of microparticles is presented in this study. By applying alternate current electric field on conductive indium tin oxide substrate and projecting the light geometry into the photoconductive layer, an inhomogeneous electric field is locally induced. The particles experience the dielectrophoretic force when passing through the lighting area, where the strongest electrical field gradient exists. By optimizing the structure of the lighting pattern, a stronger nonuniform electric field gradient is generated which predicts the separation of 1 and 3 µm polystyrene particles. Moreover, the effects of key parameters, including the light pattern geometry, applied voltage, and flow rate, were investigated in this study, leading to the successful sorting of 700 nm and 1 µm particles. To further examine the separation sensitivity and practicability of the proposed ODEP microfluidic method, the isolation of two different types of circulating tumor cells from T‐cells and red blood cells are demonstrated, providing a novel method for the manipulation and separation of microparticles and nanoparticles.
- 28 February 2024
- Published by Wiley in Electrophoresis
- Vol. 45 (23-24) , 2095-2104
Numerical studies of manipulation and separation of microparticles in ODEP‐based microfluidic chips
A novel optical‐induced dielectrophoresis (ODEP) method employing a pressure‐driven flow for the continuous separation of microparticles is presented in this study. By applying alternate current electric field on conductive indium tin oxide substrate and projecting the light geometry into the photoconductive layer, an inhomogeneous electric field is locally induced. The particles experience the dielectrophoretic force when passing through the lighting area, where the strongest electrical field gradient exists. By optimizing the structure of the lighting pattern, a stronger nonuniform electric field gradient is generated which predicts the separation of 1 and 3 µm polystyrene particles. Moreover, the effects of key parameters, including the light pattern geometry, applied voltage, and flow rate, were investigated in this study, leading to the successful sorting of 700 nm and 1 µm particles. To further examine the separation sensitivity and practicability of the proposed ODEP microfluidic method, the isolation of two different types of circulating tumor cells from T‐cells and red blood cells are demonstrated, providing a novel method for the manipulation and separation of microparticles and nanoparticles.
- 15 August 2023
- Published by Elsevier in Journal of Environmental Management
- Vol. 345, 118802
Identification and detection of microplastic particles in marine environment by using improved faster R–CNN model
- 15 August 2023
- Published by Elsevier in Journal of Environmental Management
- Vol. 345, 118802
Identification and detection of microplastic particles in marine environment by using improved faster R–CNN model
- 7 July 2023
- Published by Elsevier in International Journal of Heat and Mass Transfer
- Vol. 214
Insights into a T-type micromixer with novel electromagnetic mixing
- 7 July 2023
- Published by Elsevier in International Journal of Heat and Mass Transfer
- Vol. 214
Insights into a T-type micromixer with novel electromagnetic mixing
- 29 May 2023
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Instrumentation and Measurement
- Vol. 72 (00189456) , 1-17
An Innovative Miniaturized Cell Imaging System Based on Integrated Coaxial Dual Optical Path Structure and Microfluidic Fixed Frequency Sample Loading Strategy
On-site rapid detection of cells is especially of concern for many fields, image-based detection results can directly reflect the multi-dimensional information such as cell contour and aggregation state. This article proposes an innovative miniaturized cell imaging system based on integrated coaxial dual optical path structure and microfluidic fixed frequency sample loading strategy, which performs synchronous imaging of bright field mode and fluorescence field mode on cells. The bright field optical path and fluorescence field optical path are integrated into the coaxial dual optical path structure based on the dichroic mirror with splitting and steering functions. The movement of the shutter’s curtain is controlled by a micro-motor, so that the plane mirrors fixed on the curtain with different light angle can be switched to the optical axis, and the fast switching of the bright field optical path and the fluorescence field optical path can be implemented. A drawer-type filter module can be pulled out of the coaxial dual optical path structure, the emission filter and the dichroic mirror in this module can be replaced according to the fluorescence emission peak of the sample to be tested, thereby expanding the detectable cell types of this system. In addition, based on the force analysis and calculation of the fluid, a fixed frequency was obtained to drive the sample loading. The accumulated kinetic energy of the fluid during this period can be offset by the closing of the pinch valve, and the flow rate of the sample in the imaging field can be rapidly reduced to close to zero to avoid the tailing effect in the image. It is experimentally confirmed that the detection accuracy of this system, the registration matching accuracy of cells and fluorescent dots, the cell survival rate, and the detection sensitivity of cell viability. This system balances the tradeoff between portability, flux and accuracy, offers more functionality in terms of technology and application for on-site cell detection.
- 29 May 2023
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Instrumentation and Measurement
- Vol. 72 (00189456) , 1-17
An Innovative Miniaturized Cell Imaging System Based on Integrated Coaxial Dual Optical Path Structure and Microfluidic Fixed Frequency Sample Loading Strategy
On-site rapid detection of cells is especially of concern for many fields, image-based detection results can directly reflect the multi-dimensional information such as cell contour and aggregation state. This article proposes an innovative miniaturized cell imaging system based on integrated coaxial dual optical path structure and microfluidic fixed frequency sample loading strategy, which performs synchronous imaging of bright field mode and fluorescence field mode on cells. The bright field optical path and fluorescence field optical path are integrated into the coaxial dual optical path structure based on the dichroic mirror with splitting and steering functions. The movement of the shutter’s curtain is controlled by a micro-motor, so that the plane mirrors fixed on the curtain with different light angle can be switched to the optical axis, and the fast switching of the bright field optical path and the fluorescence field optical path can be implemented. A drawer-type filter module can be pulled out of the coaxial dual optical path structure, the emission filter and the dichroic mirror in this module can be replaced according to the fluorescence emission peak of the sample to be tested, thereby expanding the detectable cell types of this system. In addition, based on the force analysis and calculation of the fluid, a fixed frequency was obtained to drive the sample loading. The accumulated kinetic energy of the fluid during this period can be offset by the closing of the pinch valve, and the flow rate of the sample in the imaging field can be rapidly reduced to close to zero to avoid the tailing effect in the image. It is experimentally confirmed that the detection accuracy of this system, the registration matching accuracy of cells and fluorescent dots, the cell survival rate, and the detection sensitivity of cell viability. This system balances the tradeoff between portability, flux and accuracy, offers more functionality in terms of technology and application for on-site cell detection.
- 2 May 2023
- Published by Wiley in Electrophoresis
- Vol. 44 (15-16) , 1210-1219
Tunable magnetophoretic method for distinguishing and separating wear debris particles in an Fe‐PDMS‐based microfluidic chip
Wear debris analysis provides an early warning of mechanical transmission system aging and wear fault diagnosis, which has been widely used in machine health monitoring. The ability to detect and distinguish the ferromagnetic and nonmagnetic debris in oil is becoming an effective way to assess the health status of machinery. In this work, an Fe-poly(dimethylsiloxane) (PDMS)-based magnetophoretic method for the continuous separation of ferromagnetic iron particles by diameter and the isolation of ferromagnetic particles and nonmagnetic particles with similar diameter by type is developed. The particles experience magnetophoretic effects when passing through the vicinity of the Fe-PDMS where the strongest gradient of the magnetic fields exists. By choosing a relatively short distance between the magnet and the sidewall of the horizontal main channel and the length of Fe-PDMS with controlled particles flow rate, the diameter-dependent separation of ferromagnetic iron particles, that is, smaller than 7 mu m, in the range of 8-12 mu m, and larger than 14 mu m, and the isolation of ferromagnetic iron particles and nonmagnetic aluminum particles based on opposite magnetophoretic behaviors by types are demonstrated, providing a potential method for the detection of wear debris particles with a high sensitivity and resolution and the diagnostic of mechanical system.
- 2 May 2023
- Published by Wiley in Electrophoresis
- Vol. 44 (15-16) , 1210-1219
Tunable magnetophoretic method for distinguishing and separating wear debris particles in an Fe‐PDMS‐based microfluidic chip
Wear debris analysis provides an early warning of mechanical transmission system aging and wear fault diagnosis, which has been widely used in machine health monitoring. The ability to detect and distinguish the ferromagnetic and nonmagnetic debris in oil is becoming an effective way to assess the health status of machinery. In this work, an Fe-poly(dimethylsiloxane) (PDMS)-based magnetophoretic method for the continuous separation of ferromagnetic iron particles by diameter and the isolation of ferromagnetic particles and nonmagnetic particles with similar diameter by type is developed. The particles experience magnetophoretic effects when passing through the vicinity of the Fe-PDMS where the strongest gradient of the magnetic fields exists. By choosing a relatively short distance between the magnet and the sidewall of the horizontal main channel and the length of Fe-PDMS with controlled particles flow rate, the diameter-dependent separation of ferromagnetic iron particles, that is, smaller than 7 mu m, in the range of 8-12 mu m, and larger than 14 mu m, and the isolation of ferromagnetic iron particles and nonmagnetic aluminum particles based on opposite magnetophoretic behaviors by types are demonstrated, providing a potential method for the detection of wear debris particles with a high sensitivity and resolution and the diagnostic of mechanical system.
- Open Access
- 16 January 2023
- Published by MDPI AG in Micromachines
- Vol. 14 (1) , 229
DC-Dielectrophoretic Manipulation and Isolation of Microplastic Particle-Treated Microalgae Cells in Asymmetric-Orifice-Based Microfluidic Chip
A novel direct-current dielectrophoretic (DC–DEP) method is proposed for the manipulation and isolation of microplastic particle (MP)-treated microalgae cells according to their dielectric properties in a microfluidic chip. The lateral migration and trajectory of the microalgae cells were investigated. To induce stronger DC–DEP effects, a non-homogeneous electric-field gradient was generated by applying the DC electric voltages through triple pairs of asymmetric orifices with three small orifices and one large orifice located on the opposite microchannel wall across the whole channel, leading to the enhanced magnitude of the non-uniform electric-field gradient and effective dielectrophoretic area. The effects of the applied voltage, the polystyrene (PS) adsorption coverage, and thickness on the DC–DEP behaviors and migration were numerically investigated, and it was found that the effect of the PS adsorption thickness of the Chlorella cells on the DC–DEP behaviors can be neglected, but the effect on their trajectory shifts cannot. In this way, the separation of 3 µm and 6 µm Chlorella coated with 100% PS particles and the isolation of the Chlorella cells from those coated with various coverages and thicknesses of PS particles was successfully achieved, providing a promising method for the isolation of microalgae cells and the removal of undesired cells from a target suspension.
- 16 January 2023
- Published by MDPI AG in Micromachines
- Vol. 14 (1) , 229
Open AccessDC-Dielectrophoretic Manipulation and Isolation of Microplastic Particle-Treated Microalgae Cells in Asymmetric-Orifice-Based Microfluidic Chip
A novel direct-current dielectrophoretic (DC–DEP) method is proposed for the manipulation and isolation of microplastic particle (MP)-treated microalgae cells according to their dielectric properties in a microfluidic chip. The lateral migration and trajectory of the microalgae cells were investigated. To induce stronger DC–DEP effects, a non-homogeneous electric-field gradient was generated by applying the DC electric voltages through triple pairs of asymmetric orifices with three small orifices and one large orifice located on the opposite microchannel wall across the whole channel, leading to the enhanced magnitude of the non-uniform electric-field gradient and effective dielectrophoretic area. The effects of the applied voltage, the polystyrene (PS) adsorption coverage, and thickness on the DC–DEP behaviors and migration were numerically investigated, and it was found that the effect of the PS adsorption thickness of the Chlorella cells on the DC–DEP behaviors can be neglected, but the effect on their trajectory shifts cannot. In this way, the separation of 3 µm and 6 µm Chlorella coated with 100% PS particles and the isolation of the Chlorella cells from those coated with various coverages and thicknesses of PS particles was successfully achieved, providing a promising method for the isolation of microalgae cells and the removal of undesired cells from a target suspension.
- Open Access
- 8 January 2023
- Published by MDPI AG in Micromachines
- Vol. 14 (1) , 159
Trapping of a Single Microparticle Using AC Dielectrophoresis Forces in a Microfluidic Chip
Precise trap and manipulation of individual cells is a prerequisite for single-cell analysis, which has a wide range of applications in biology, chemistry, medicine, and materials. Herein, a microfluidic trapping system with a 3D electrode based on AC dielectrophoresis (DEP) technology is proposed, which can achieve the precise trapping and release of specific microparticles. The 3D electrode consists of four rectangular stereoscopic electrodes with an acute angle near the trapping chamber. It is made of Ag–PDMS material, and is the same height as the channel, which ensures the uniform DEP force will be received in the whole channel space, ensuring a better trapping effect can be achieved. The numerical simulation was conducted in terms of electrode height, angle, and channel width. Based on the simulation results, an optimal chip structure was obtained. Then, the polystyrene particles with different diameters were used as the samples to verify the effectiveness of the designed trapping system. The findings of this research will contribute to the application of cell trapping and manipulation, as well as single-cell analysis.
- 8 January 2023
- Published by MDPI AG in Micromachines
- Vol. 14 (1) , 159
Open AccessTrapping of a Single Microparticle Using AC Dielectrophoresis Forces in a Microfluidic Chip
Precise trap and manipulation of individual cells is a prerequisite for single-cell analysis, which has a wide range of applications in biology, chemistry, medicine, and materials. Herein, a microfluidic trapping system with a 3D electrode based on AC dielectrophoresis (DEP) technology is proposed, which can achieve the precise trapping and release of specific microparticles. The 3D electrode consists of four rectangular stereoscopic electrodes with an acute angle near the trapping chamber. It is made of Ag–PDMS material, and is the same height as the channel, which ensures the uniform DEP force will be received in the whole channel space, ensuring a better trapping effect can be achieved. The numerical simulation was conducted in terms of electrode height, angle, and channel width. Based on the simulation results, an optimal chip structure was obtained. Then, the polystyrene particles with different diameters were used as the samples to verify the effectiveness of the designed trapping system. The findings of this research will contribute to the application of cell trapping and manipulation, as well as single-cell analysis.
- Open Access
- 21 December 2022
- Published by Elsevier in Journal of Colloid and Interface Science
- Vol. 634, 921-929
Sorting of heterogeneous colloids by AC-dielectrophoretic forces in a microfluidic chip with asymmetric orifices
- 21 December 2022
- Published by Elsevier in Journal of Colloid and Interface Science
- Vol. 634, 921-929
Open AccessSorting of heterogeneous colloids by AC-dielectrophoretic forces in a microfluidic chip with asymmetric orifices