Protocol for live cell image segmentation to profile cellular morphodynamics using MARS-Net

por Jang, Junbong, Hallinan, Caleb, Lee, Kwonmoo
Publicado 2022

Screening adequacy of unstained thyroid fine needle aspiration samples using a deep learning-based classifier

por Jang, Junbong, Kim, Young H., Westgate, Brian, Zong, Yang, Hallinan, Caleb, Akalin, Ali, Lee, Kwonmoo
Publicado 2023

Author Correction: Screening adequacy of unstained thyroid fine needle aspiration samples using a deep learning-based classifier

por Jang, Junbong, Kim, Young H., Westgate, Brian, Zong, Yang, Hallinan, Caleb, Akalin, Ali, Lee, Kwonmoo
Publicado 2023

Deconvolution of subcellular protrusion heterogeneity and the underlying actin regulator dynamics from live cell imaging

por Wang, Chuangqi, Choi, Hee June, Kim, Sung-Jin, Desai, Aesha, Lee, Namgyu, Kim, Dohoon, Bae, Yongho, Lee, Kwonmoo
Publicado 2018

Emerging machine learning approaches to phenotyping cellular motility and morphodynamics

por Choi, Hee June, Wang, Chuangqi, Pan, Xiang, Jang, Junbong, Cao, Mengzhi, Brazzo, Joseph A, Bae, Yongho, Lee, Kwonmoo
Publicado 2021

A machine learning pipeline revealing heterogeneous responses to drug perturbations on vascular smooth muscle cell spheroid morphology and formation

por Vaidyanathan, Kalyanaraman, Wang, Chuangqi, Krajnik, Amanda, Yu, Yudong, Choi, Moses, Lin, Bolun, Jang, Junbong, Heo, Su-Jin, Kolega, John, Lee, Kwonmoo, Bae, Yongho
Publicado 2021

A deep learning-based segmentation pipeline for profiling cellular morphodynamics using multiple types of live cell microscopy

por Jang, Junbong, Wang, Chuangqi, Zhang, Xitong, Choi, Hee June, Pan, Xiang, Lin, Bolun, Yu, Yudong, Whittle, Carly, Ryan, Madison, Chen, Yenyu, Lee, Kwonmoo
Publicado 2021

Deep transfer learning-based hologram classification for molecular diagnostics

por Kim, Sung-Jin, Wang, Chuangqi, Zhao, Bing, Im, Hyungsoon, Min, Jouha, Choi, Hee June, Tadros, Joseph, Choi, Nu Ri, Castro, Cesar M., Weissleder, Ralph, Lee, Hakho, Lee, Kwonmoo
Publicado 2018

Survivin as a mediator of stiffness-induced cell cycle progression and proliferation of vascular smooth muscle cells

por Biber, John C., Sullivan, Andra, Brazzo, Joseph A., Heo, Yuna, Tumenbayar, Bat-Ider, Krajnik, Amanda, Poppenberg, Kerry E., Tutino, Vincent M., Heo, Su-Jin, Kolega, John, Lee, Kwonmoo, Bae, Yongho
Publicado 2023

Survivin regulates intracellular stiffness and extracellular matrix production in vascular smooth muscle cells

por Krajnik, Amanda, Nimmer, Erik, Brazzo, Joseph A., Biber, John C., Drewes, Rhonda, Tumenbayar, Bat-Ider, Sullivan, Andra, Pham, Khanh, Krug, Alanna, Heo, Yuna, Kolega, John, Heo, Su-Jin, Lee, Kwonmoo, Weil, Brian R., Kim, Deok-Ho, Gupte, Sachin A., Bae, Yongho
Publicado 2023