Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization

por Chen, Hanlong, Huang, Luzhe, Liu, Tairan, Ozcan, Aydogan
Publicado 2022

Break Down in Order To Build Up: Decomposing Small Molecules for Fragment-Based Drug Design with eMolFrag

por Liu, Tairan, Naderi, Misagh, Alvin, Chris, Mukhopadhyay, Supratik, Brylinski, Michal
Publicado 2017

eToxPred: a machine learning-based approach to estimate the toxicity of drug candidates

por Pu, Limeng, Naderi, Misagh, Liu, Tairan, Wu, Hsiao-Chun, Mukhopadhyay, Supratik, Brylinski, Michal
Publicado 2019

PhaseStain: the digital staining of label-free quantitative phase microscopy images using deep learning

por Rivenson, Yair, Liu, Tairan, Wei, Zhensong, Zhang, Yibo, de Haan, Kevin, Ozcan, Aydogan
Publicado 2019

Deep learning-based super-resolution in coherent imaging systems

por Liu, Tairan, de Haan, Kevin, Rivenson, Yair, Wei, Zhensong, Zeng, Xin, Zhang, Yibo, Ozcan, Aydogan
Publicado 2019

Neural network-based image reconstruction in swept-source optical coherence tomography using undersampled spectral data

por Zhang, Yijie, Liu, Tairan, Singh, Manmohan, Çetintaş, Ege, Luo, Yilin, Rivenson, Yair, Larin, Kirill V., Ozcan, Aydogan
Publicado 2021

Calcium pyrophosphate crystal size and characteristics

por Zell, Monica, Aung, Thanda, Kaldas, Marian, Rosenthal, Ann K., Bai, Bijie, Liu, Tairan, Ozcan, Aydogan, FitzGerald, John D.
Publicado 2021

Rapid and stain-free quantification of viral plaque via lens-free holography and deep learning

por Liu, Tairan, Li, Yuzhu, Koydemir, Hatice Ceylan, Zhang, Yijie, Yang, Ethan, Eryilmaz, Merve, Wang, Hongda, Li, Jingxi, Bai, Bijie, Ma, Guangdong, Ozcan, Aydogan
Publicado 2023

Biopsy-free in vivo virtual histology of skin using deep learning

por Li, Jingxi, Garfinkel, Jason, Zhang, Xiaoran, Wu, Di, Zhang, Yijie, de Haan, Kevin, Wang, Hongda, Liu, Tairan, Bai, Bijie, Rivenson, Yair, Rubinstein, Gennady, Scumpia, Philip O., Ozcan, Aydogan
Publicado 2021

Deep learning-based transformation of H&E stained tissues into special stains

por de Haan, Kevin, Zhang, Yijie, Zuckerman, Jonathan E., Liu, Tairan, Sisk, Anthony E., Diaz, Miguel F. P., Jen, Kuang-Yu, Nobori, Alexander, Liou, Sofia, Zhang, Sarah, Riahi, Rana, Rivenson, Yair, Wallace, W. Dean, Ozcan, Aydogan
Publicado 2021

Motility-based label-free detection of parasites in bodily fluids using holographic speckle analysis and deep learning

por Zhang, Yibo, Ceylan Koydemir, Hatice, Shimogawa, Michelle M., Yalcin, Sener, Guziak, Alexander, Liu, Tairan, Oguz, Ilker, Huang, Yujia, Bai, Bijie, Luo, Yilin, Luo, Yi, Wei, Zhensong, Wang, Hongda, Bianco, Vittorio, Zhang, Bohan, Nadkarni, Rohan, Hill, Kent, Ozcan, Aydogan
Publicado 2018

Computational cytometer based on magnetically modulated coherent imaging and deep learning

por Zhang, Yibo, Ouyang, Mengxing, Ray, Aniruddha, Liu, Tairan, Kong, Janay, Bai, Bijie, Kim, Donghyuk, Guziak, Alexander, Luo, Yi, Feizi, Alborz, Tsai, Katherine, Duan, Zhuoran, Liu, Xuewei, Kim, Danny, Cheung, Chloe, Yalcin, Sener, Ceylan Koydemir, Hatice, Garner, Omai B., Di Carlo, Dino, Ozcan, Aydogan
Publicado 2019