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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
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Journal Articles

Trajectory analysis of Bacillus subtilis in micro-droplets

Yangyang Tang, Xiaolei Cao, Rui Kong, Xianyong Li, Jiankun Wang, Jin Wu, Xiaoling Wang
Journal: Biomicrofluidics
Biomicrofluidics 18, 054111 (2024)
https://doi.org/10.1063/5.0211134
Published: October 2024
View article titled, Trajectory analysis of <em>Bacillus subtilis</em> in micro-droplets
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Journal Articles

Recent advances in microfluidic-based spectroscopic approaches for pathogen detection

Mubashir Hussain, Xu He, Chao Wang, Yichuan Wang, Jingjing Wang, Mingyue Chen, Haiquan Kang, Na Yang, Xinye Ni, Jianqing Li, Xiuping Zhou, Bin Liu
Journal: Biomicrofluidics
Biomicrofluidics 18, 031505 (2024)
https://doi.org/10.1063/5.0204987
Published: June 2024
View article titled, Recent advances in microfluidic-based spectroscopic approaches for pathogen detection
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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
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Journal Articles

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

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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
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Journal Articles

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

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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
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Includes: Supplementary data
Journal Articles

Multiplex fluorescence detection of single-cell droplet microfluidics and its application in quantifying protein expression levels

Guang Yang, Chiyuan Gao, Deyong Chen, Junbo Wang, Xiaoye Huo, Jian Chen
Journal: Biomicrofluidics
Biomicrofluidics 17, 064106 (2023)
https://doi.org/10.1063/5.0179121
Published: December 2023
View article titled, Multiplex fluorescence detection of single-cell droplet microfluidics and its application in quantifying protein expression levels
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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
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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
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Journal Articles

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

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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
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Includes: Supplementary data
Journal Articles

Liver-on-a-chip: Considerations, advances, and beyond

Zhenxu Yang, Xiaochen Liu, Elise M. Cribbin, Alice M. Kim, Jiao Jiao Li, Ken-Tye Yong
Journal: Biomicrofluidics
Biomicrofluidics 16, 061502 (2022)
https://doi.org/10.1063/5.0106855
Published: November 2022
View article titled, Liver-on-a-chip: Considerations, advances, and beyond
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Journal Articles

Integration of reinforcement learning to realize functional variability of microfluidic systems

Takaaki Abe, Shinsuke Oh-hara, Yoshiaki Ukita
Journal: Biomicrofluidics
Biomicrofluidics 16, 024106 (2022)
https://doi.org/10.1063/5.0087079
Published: March 2022
View article titled, Integration of reinforcement learning to realize functional variability of microfluidic systems
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Includes: Supplementary data
Journal Articles

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

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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
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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
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Journal Articles

Point-of-care testing in the early diagnosis of acute pesticide intoxication: The example of paraquat

Ting-Yen Wei, Tzung-Hai Yen, Chao-Min Cheng
Journal: Biomicrofluidics
Biomicrofluidics 12, 011501 (2018)
https://doi.org/10.1063/1.5003848
Published: January 2018
View article titled, Point-of-care testing in the early diagnosis of acute pesticide intoxication: The example of paraquat
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