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PhaseStain: the digital staining of label-free quantitative phase microscopy images using deep learning.
Published in:
Light: Science & Applications, 2019, v. 8, n. 1, p. 1, doi. 10.1038/s41377-019-0129-y
By:
- Rivenson, Yair;
- Liu, Tairan;
- Wei, Zhensong;
- Zhang, Yibo;
- de Haan, Kevin;
- Ozcan, Aydogan
Publication type:
Article
Motility-based label-free detection of parasites in bodily fluids using holographic speckle analysis and deep learning.
Published in:
Light: Science & Applications, 2018, v. 7, n. 1, p. 1, doi. 10.1038/s41377-018-0110-1
By:
- 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
Publication type:
Article
Rationally engineered Losmapimod encapsulating polymeric nanoparticles for treatment of human multiple myeloma cells.
Published in:
Applied Nanoscience, 2021, v. 11, n. 9, p. 2447, doi. 10.1007/s13204-021-02010-3
By:
- Ye, Shuting;
- Hou, Zhengjun;
- Su, Yayun;
- Ye, Miya;
- Liu, Tairan;
- Ying, Weiwei;
- Su, Meiyun
Publication type:
Article
Deep learning-based transformation of H&E stained tissues into special stains.
Published in:
Nature Communications, 2021, v. 12, n. 1, p. 1, doi. 10.1038/s41467-021-25221-2
By:
- 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
Publication type:
Article
Pathological crystal imaging with single‐shot computational polarized light microscopy.
Published in:
Journal of Biophotonics, 2020, v. 13, n. 1, p. N.PAG, doi. 10.1002/jbio.201960036
By:
- Bai, Bijie;
- Wang, Hongda;
- Liu, Tairan;
- Rivenson, Yair;
- FitzGerald, John;
- Ozcan, Aydogan
Publication type:
Article
Deep learning‐based color holographic microscopy.
Published in:
Journal of Biophotonics, 2019, v. 12, n. 11, p. N.PAG, doi. 10.1002/jbio.201900107
By:
- Liu, Tairan;
- Wei, Zhensong;
- Rivenson, Yair;
- Haan, Kevin;
- Zhang, Yibo;
- Wu, Yichen;
- Ozcan, Aydogan
Publication type:
Article
Accurate color imaging of pathology slides using holography and absorbance spectrum estimation of histochemical stains.
Published in:
Journal of Biophotonics, 2019, v. 12, n. 3, p. N.PAG, doi. 10.1002/jbio.201800335
By:
- Zhang, Yibo;
- Liu, Tairan;
- Huang, Yujia;
- Teng, Da;
- Bian, Yinxu;
- Wu, Yichen;
- Rivenson, Yair;
- Feizi, Alborz;
- Ozcan, Aydogan
Publication type:
Article
miR-598 Represses Cell Migration and Invasion of Non-Small-Cell Lung Cancer by Inhibiting MSI2.
Published in:
Journal of Nanomaterials, 2021, p. 1, doi. 10.1155/2021/9997806
By:
- Guo, Junbin;
- Liu, Tairan;
- Su, Meiyun;
- Yan, Qingxian
Publication type:
Article
miR-598 Represses Cell Migration and Invasion of Non-Small-Cell Lung Cancer by Inhibiting MSI2.
Published in:
Journal of Nanomaterials, 2021, p. 1, doi. 10.1155/2021/9997806
By:
- Guo, Junbin;
- Liu, Tairan;
- Su, Meiyun;
- Yan, Qingxian
Publication type:
Article
Biopsy-free in vivo virtual histology of skin using deep learning.
Published in:
Light: Science & Applications, 2021, v. 10, n. 1, p. 1, doi. 10.1038/s41377-021-00674-8
By:
- 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
Publication type:
Article
Neural network-based image reconstruction in swept-source optical coherence tomography using undersampled spectral data.
Published in:
Light: Science & Applications, 2021, v. 10, n. 1, p. 1, doi. 10.1038/s41377-021-00594-7
By:
- Zhang, Yijie;
- Liu, Tairan;
- Singh, Manmohan;
- Çetintaş, Ege;
- Luo, Yilin;
- Rivenson, Yair;
- Larin, Kirill V.;
- Ozcan, Aydogan
Publication type:
Article
Computational cytometer based on magnetically modulated coherent imaging and deep learning.
Published in:
Light: Science & Applications, 2019, v. 8, n. 1, p. N.PAG, doi. 10.1038/s41377-019-0203-5
By:
- 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
Publication type:
Article
Virtual histological staining of unlabeled autopsy tissue.
Published in:
Nature Communications, 2024, v. 15, n. 1, p. 1, doi. 10.1038/s41467-024-46077-2
By:
- Li, Yuzhu;
- Pillar, Nir;
- Li, Jingxi;
- Liu, Tairan;
- Wu, Di;
- Sun, Songyu;
- Ma, Guangdong;
- de Haan, Kevin;
- Huang, Luzhe;
- Zhang, Yijie;
- Hamidi, Sepehr;
- Urisman, Anatoly;
- Keidar Haran, Tal;
- Wallace, William Dean;
- Zuckerman, Jonathan E.;
- Ozcan, Aydogan
Publication type:
Article
Virtual histological staining of unlabeled autopsy tissue.
Published in:
Nature Communications, 2024, v. 15, n. 1, p. 1, doi. 10.1038/s41467-024-46077-2
By:
- Li, Yuzhu;
- Pillar, Nir;
- Li, Jingxi;
- Liu, Tairan;
- Wu, Di;
- Sun, Songyu;
- Ma, Guangdong;
- de Haan, Kevin;
- Huang, Luzhe;
- Zhang, Yijie;
- Hamidi, Sepehr;
- Urisman, Anatoly;
- Keidar Haran, Tal;
- Wallace, William Dean;
- Zuckerman, Jonathan E.;
- Ozcan, Aydogan
Publication type:
Article
Bortezomib elevates intracellular free Fe<sup>2+</sup> by enhancing NCOA4-mediated ferritinophagy and synergizes with RSL-3 to inhibit multiple myeloma cells.
Published in:
Annals of Hematology, 2024, v. 103, n. 9, p. 3627, doi. 10.1007/s00277-024-05762-4
By:
- Zhang, Yanyan;
- He, Fen;
- Hu, Wei;
- Sun, Jingqi;
- Zhao, Hongyan;
- Cheng, Yuzhi;
- Tang, Zhanyou;
- He, Jiarui;
- Wang, Xiangyuan;
- Liu, Tairan;
- Luo, Cong;
- Lu, Zhongwei;
- Xiang, Mei;
- Liao, Yiting;
- Wang, Yihao;
- Li, Junjun;
- Xia, Jiliang
Publication type:
Article
eToxPred: a machine learning-based approach to estimate the toxicity of drug candidates.
Published in:
BMC Pharmacology & Toxicology, 2019, v. 20, n. 1, p. N.PAG, doi. 10.1186/s40360-018-0282-6
By:
- Pu, Limeng;
- Naderi, Misagh;
- Liu, Tairan;
- Wu, Hsiao-Chun;
- Mukhopadhyay, Supratik;
- Brylinski, Michal
Publication type:
Article
Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization.
Published in:
Light: Science & Applications, 2022, v. 11, n. 1, p. 1, doi. 10.1038/s41377-022-00949-8
By:
- Chen, Hanlong;
- Huang, Luzhe;
- Liu, Tairan;
- Ozcan, Aydogan
Publication type:
Article
Deep learning-based super-resolution in coherent imaging systems.
Published in:
Scientific Reports, 2019, v. 9, n. 1, p. 1, doi. 10.1038/s41598-019-40554-1
By:
- Liu, Tairan;
- de Haan, Kevin;
- Rivenson, Yair;
- Wei, Zhensong;
- Zeng, Xin;
- Zhang, Yibo;
- Ozcan, Aydogan
Publication type:
Article

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