1-15 of 15
Artificial neural networks
Close
Save search
Follow your search
Access your saved searches in your account
Close Modal
Sort by
Journal Articles

Data-driven models for microfluidics: A short review

Yu Chang, Qichen Shang, Zifei Yan, Jian Deng, Guangsheng Luo
Journal: Biomicrofluidics
Biomicrofluidics 18, 061503 (2024)
https://doi.org/10.1063/5.0236407
Published: November 2024
View article titled, Data-driven models for microfluidics: A short review
Open the PDF for Data-driven models for microfluidics: A short review in another window
Journal Articles

A universal inverse design methodology for microfluidic mixers

Naiyin Zhang, Taotao Sun, Zhenya Liu, Yidan Zhang, Ying Xu, Junchao Wang
Journal: Biomicrofluidics
Biomicrofluidics 18, 024102 (2024)
https://doi.org/10.1063/5.0185494
Published: March 2024
View article titled, A universal inverse design methodology for microfluidic mixers
Open the PDF for A universal inverse design methodology for microfluidic mixers in another window
Journal Articles

Machine learning classification of cellular states based on the impedance features derived from microfluidic single-cell impedance flow cytometry

FeaturedScilight
Jian Wei, Wenbing Gao, Xinlong Yang, Zhuotong Yu, Fei Su, Chengwu Han, Xiaoxing Xing
Journal: Biomicrofluidics
Biomicrofluidics 18, 014103 (2024)
https://doi.org/10.1063/5.0181287
Published: January 2024
View article titled, Machine learning classification of cellular states based on the impedance features derived from microfluidic single-cell impedance flow cytometry
Open the PDF for Machine learning classification of cellular states based on the impedance features derived from microfluidic single-cell impedance flow cytometry in another window
Journal Articles

Microfluidics-based patient-derived disease detection tool for deep learning-assisted precision medicine

Featured
Haojun Hua, Yunlan Zhou, Wei Li, Jing Zhang, Yanlin Deng, Bee Luan Khoo
Journal: Biomicrofluidics
Biomicrofluidics 18, 014101 (2024)
https://doi.org/10.1063/5.0172146
Published: January 2024
View article titled, Microfluidics-based patient-derived disease detection tool for deep learning-assisted precision medicine
Open the PDF for Microfluidics-based patient-derived disease detection tool for deep learning-assisted precision medicine in another window
Includes: Supplementary data
Journal Articles

Machine learning implementation strategy in imaging and impedance flow cytometry

Trisna Julian, Tao Tang, Yoichiroh Hosokawa, Yaxiaer Yalikun
Journal: Biomicrofluidics
Biomicrofluidics 17, 051506 (2023)
https://doi.org/10.1063/5.0166595
Published: October 2023
View article titled, Machine learning implementation strategy in imaging and impedance flow cytometry
Open the PDF for Machine learning implementation strategy in imaging and impedance flow cytometry in another window
Journal Articles

Machine learning-augmented fluid dynamics simulations for micromixer educational module

Mehmet Tugrul Birtek, M. Munzer Alseed, Misagh Rezapour Sarabi, Abdollah Ahmadpour, Ali K. Yetisen, Savas Tasoglu
Journal: Biomicrofluidics
Biomicrofluidics 17, 044101 (2023)
https://doi.org/10.1063/5.0146375
Published: July 2023
View article titled, Machine learning-augmented fluid dynamics simulations for micromixer educational module
Open the PDF for Machine learning-augmented fluid dynamics simulations for micromixer educational module in another window
Journal Articles

On-chip dielectrophoretic device for cancer cell manipulation: A numerical and artificial neural network study

Rasool Mohammadi, Hadi Afsaneh, Behnam Rezaei, Mahdi Moghimi Zand
Journal: Biomicrofluidics
Biomicrofluidics 17, 024102 (2023)
https://doi.org/10.1063/5.0131806
Published: March 2023
View article titled, On-chip dielectrophoretic device for cancer cell manipulation: A numerical and artificial neural network study
Open the PDF for On-chip dielectrophoretic device for cancer cell manipulation: A numerical and artificial neural network study in another window
Journal Articles

I-LIFT (image-based laser-induced forward transfer) platform for manipulating encoded microparticles

FeaturedScilight
Sumin Lee, Wooseok Lee, Amos Chungwon Lee, Juhong Nam, JinYoung Lee, Hamin Kim, Yunjin Jeong, Huiran Yeom, Namphil Kim, Seo Woo Song, Sunghoon Kwon
Journal: Biomicrofluidics
Biomicrofluidics 16, 061101 (2022)
https://doi.org/10.1063/5.0131733
Published: December 2022
View article titled, I-LIFT (image-based laser-induced forward transfer) platform for manipulating encoded microparticles
Open the PDF for I-LIFT (image-based laser-induced forward transfer) platform for manipulating encoded microparticles in another window
Includes: Supplementary data
Journal Articles

Deep learning assisted mechanotyping of individual cells through repeated deformations and relaxations in undulating channels

FeaturedScilight
Cody Combs, Daniel D. Seith, Matthew J. Bovyn, Steven P. Gross, Xiaohui Xie, Zuzanna S. Siwy
Journal: Biomicrofluidics
Biomicrofluidics 16, 014104 (2022)
https://doi.org/10.1063/5.0077432
Published: February 2022
View article titled, Deep learning assisted mechanotyping of individual cells through repeated deformations and relaxations in undulating channels
Open the PDF for Deep learning assisted mechanotyping of individual cells through repeated deformations and relaxations in undulating channels in another window
Includes: Supplementary data
Journal Articles

A constriction channel analysis of astrocytoma stiffness and disease progression

P. M. Graybill, R. K. Bollineni, Z. Sheng, R. V. Davalos, R. Mirzaeifar
Journal: Biomicrofluidics
Biomicrofluidics 15, 024103 (2021)
https://doi.org/10.1063/5.0040283
Published: March 2021
View article titled, A constriction channel analysis of astrocytoma stiffness and disease progression
Open the PDF for A constriction channel analysis of astrocytoma stiffness and disease progression in another window
Includes: Supplementary data
Journal Articles

Machine learning-enabled multiplexed microfluidic sensors

Sajjad Rahmani Dabbagh, Fazle Rabbi, Zafer Doğan, Ali Kemal Yetisen, Savas Tasoglu
Journal: Biomicrofluidics
Biomicrofluidics 14, 061506 (2020)
https://doi.org/10.1063/5.0025462
Published: December 2020
View article titled, Machine learning-enabled multiplexed microfluidic sensors
Open the PDF for Machine learning-enabled multiplexed microfluidic sensors in another window
Journal Articles

Mixing characterization of binary-coalesced droplets in microchannels using deep neural network

A. Arjun, R. R. Ajith, S. Kumar Ranjith
Journal: Biomicrofluidics
Biomicrofluidics 14, 034111 (2020)
https://doi.org/10.1063/5.0008461
Published: June 2020
View article titled, Mixing characterization of binary-coalesced droplets in microchannels using deep neural network
Open the PDF for Mixing characterization of binary-coalesced droplets in microchannels using deep neural network in another window
Includes: Supplementary data
Journal Articles

Single-cell patterning technology for biological applications

Zihui Wang, Baihe Lang, Yingmin Qu, Li Li, Zhengxun Song, Zuobin Wang
Journal: Biomicrofluidics
Biomicrofluidics 13, 061502 (2019)
https://doi.org/10.1063/1.5123518
Published: November 2019
View article titled, Single-cell patterning technology for biological applications
Open the PDF for Single-cell patterning technology for biological applications in another window
Journal Articles

A microfluidic platform for controlled biochemical stimulation of twin neuronal networks

Emilia Biffi, Francesco Piraino, Alessandra Pedrocchi, Gianfranco B. Fiore, Giancarlo Ferrigno, Alberto Redaelli, Andrea Menegon, Marco Rasponi
Journal: Biomicrofluidics
Biomicrofluidics 6, 024106 (2012)
https://doi.org/10.1063/1.3699975
Published: April 2012
View article titled, A microfluidic platform for controlled biochemical stimulation of twin neuronal networks
Open the PDF for A microfluidic platform for controlled biochemical stimulation of twin neuronal networks in another window
Includes: Supplementary data
Journal Articles

Biochip/laser cell deposition system to assess polarized axonal growth from single neurons and neuron/glia pairs in microchannels with novel asymmetrical geometries

R. K. Pirlo, A. J. Sweeney, B. R. Ringeisen, M. Kindy, B. Z. Gao
Journal: Biomicrofluidics
Biomicrofluidics 5, 013408 (2011)
https://doi.org/10.1063/1.3552998
Published: March 2011
View article titled, Biochip/laser cell deposition system to assess polarized axonal growth from single neurons and neuron/glia pairs in microchannels with novel asymmetrical geometries
Open the PDF for Biochip/laser cell deposition system to assess polarized axonal growth from single neurons and neuron/glia pairs in microchannels with novel asymmetrical geometries in another window