A neural network approach for real-time particle/cell characterization in microfluidic impedance cytometry

Deep Cytometry: Deep learning with Real-time Inference in Cell Sorting and Flow Cytometry

(2019) Yueqin Li et al.   Scientific Reports

Toward point-of-care assessment of patient response: a portable tool for rapidly assessing cancer drug efficacy using multifrequency impedance cytometry and supervised machine learning

(2019) Karan Ahuja et al.   Microsystems & Nanoengineering

Cell Cytometry: Review and Perspective on Biotechnological Advances

(2019) Abhishek Vembadi et al.   Frontiers in Bioengineering and Biotechnology

Times-series data augmentation and deep learning for construction equipment activity recognition

(2019) Khandakar M. Rashid et al.   ADVANCED ENGINEERING INFORMATICS

High-throughput label-free characterization of viable, necrotic and apoptotic human lymphoma cells in a coplanar-electrode microfluidic impedance chip

(2019) Adele De Ninno et al.   BIOSENSORS & BIOELECTRONICS

Computational cytometer based on magnetically modulated coherent imaging and deep learning

(2019) Yibo Zhang et al.   Light-Science & Applications

On-Chip Impedance for Quantifying Parasitic Voltages During AC Electrokinetic Trapping

(2019) Vahid Farmehini et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Real-time human activity recognition from accelerometer data using Convolutional Neural Networks

(2018) Andrey Ignatov   APPLIED SOFT COMPUTING

Development of microfluidic impedance cytometry enabling the quantification of specific membrane capacitance and cytoplasm conductivity from 100,000 single cells

(2018) Yang Zhao et al.   BIOSENSORS & BIOELECTRONICS

Impedance-based real-time position sensor for lab-on-a-chip devices

(2018) B. Brazey et al.   LAB ON A CHIP

Electrical measurement of cross-sectional position of particles flowing through a microchannel

(2018) Riccardo Reale et al.   Microfluidics and Nanofluidics

A novel wiring scheme for standard chips enabling high-accuracy impedance cytometry

(2018) Federica Caselli et al.   SENSORS AND ACTUATORS B-CHEMICAL

An integrated microfluidic device for the sorting of yeast cells using image processing

(2018) Bo Yang Yu et al.   Scientific Reports

Intelligent Image-Activated Cell Sorting

(2018) Nao Nitta et al.   CELL

Fully integrated wearable impedance cytometry platform on flexible circuit board with online smartphone readout

(2018) Abbas Furniturewalla et al.   Microsystems & Nanoengineering

Deep Learning in Image Cytometry: A Review

(2018) Anindya Gupta et al.   CYTOMETRY PART A

Dielectric characterization of Plasmodium falciparum-infected red blood cells using microfluidic impedance cytometry

(2018) C. Honrado et al.   Journal of the Royal Society Interface

Deep Learning with Microfluidics for Biotechnology

(2018) Jason Riordon et al.   TRENDS IN BIOTECHNOLOGY

Recurrent Deep Neural Networks for Real-Time Sleep Stage Classification From Single Channel EEG

(2018) Erik Bresch et al.   Frontiers in Computational Neuroscience

Recent advances in microfluidic cell sorting systems

(2018) Yigang Shen et al.   SENSORS AND ACTUATORS B-CHEMICAL

Coplanar electrode microfluidic chip enabling accurate sheathless impedance cytometry

(2017) Adele De Ninno et al.   LAB ON A CHIP

Simulation and performance analysis of a novel high-accuracy sheathless microfluidic impedance cytometer with coplanar electrode layout

(2017) Federica Caselli et al.   MEDICAL ENGINEERING & PHYSICS

Frequency-selective electrokinetic enrichment of biomolecules in physiological media based on electrical double-layer polarization

(2017) Ali Rohani et al.   Nanoscale

Real-Time Non-Invasive Detection and Classification of Diabetes using Modified Convolution Neural Network

(2017) S. Lekha et al.   IEEE Journal of Biomedical and Health Informatics

Numerical Investigation of a Novel Wiring Scheme Enabling Simple and Accurate Impedance Cytometry

(2017) et al.   Micromachines

Advances in Single Cell Impedance Cytometry for Biomedical Applications

(2017) Chayakorn Petchakup et al.   Micromachines

Precise Enumeration of Circulating Tumor Cells Using Support Vector Machine Algorithm on a Microfluidic Sensor

(2017) Jinhong Guo et al.   IEEE Transactions on Emerging Topics in Computing

Real-time Image Processing for Microscopy-based Label-free Imaging Flow Cytometry in a Microfluidic Chip

(2017) Young Jin Heo et al.   Scientific Reports

A Simple and Robust Event-Detection Algorithm for Single-Cell Impedance Cytometry

(2016) Federica Caselli et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks

(2016) Serkan Kiranyaz et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Microfluidic Impedance Flow Cytometry Enabling High-Throughput Single-Cell Electrical Property Characterization

(2015) Jian Chen et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Real-time monitoring of immobilized single yeast cells through multifrequency electrical impedance spectroscopy

(2014) Zhen Zhu et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

An impedance-based flow microcytometer for single cell morphology discrimination

(2014) M. Shaker et al.   LAB ON A CHIP

Characterization of subcellular morphology of single yeast cells using high frequency microfluidic impedance cytometer

(2013) Niels Haandbæk et al.   LAB ON A CHIP

Microfluidic impedance cytometer for platelet analysis

(2012) Mikael Evander et al.   LAB ON A CHIP

Microfluidic impedance-based flow cytometry

(2010) Karen C. Cheung et al.   CYTOMETRY PART A

Digital signal processing methods for impedance microfluidic cytometry

(2008) Tao Sun et al.   Microfluidics and Nanofluidics