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Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue Y Zhang, K de Haan, Y Rivenson, J Li, A Delis, A Ozcan Light: Science & Applications 9 (1), 78, 2020 | 175 | 2020 |
Deep learning-enabled virtual histological staining of biological samples B Bai, X Yang, Y Li, Y Zhang, N Pillar, A Ozcan Light: Science & Applications 12 (1), 57, 2023 | 165 | 2023 |
Biopsy-free in vivo virtual histology of skin using deep learning J Li, J Garfinkel, X Zhang, D Wu, Y Zhang, K De Haan, H Wang, T Liu, ... Light: Science & Applications 10 (1), 233, 2021 | 91 | 2021 |
Artificial intelligence-enabled quantitative phase imaging methods for life sciences J Park, B Bai, DH Ryu, T Liu, C Lee, Y Luo, MJ Lee, L Huang, J Shin, ... Nature Methods 20 (11), 1645-1660, 2023 | 64 | 2023 |
Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning B DoanNgan, DM Angus, LH Sung BME frontiers, 2022 | 55 | 2022 |
Sustainable electronics based on crop plant extracts and graphene: a “bioadvantaged” approach P Cataldi, JA Heredia‐Guerrero, S Guzman‐Puyol, L Ceseracciu, ... Advanced Sustainable Systems 2 (11), 1800069, 2018 | 43 | 2018 |
Neural network-based image reconstruction in swept-source optical coherence tomography using undersampled spectral data Y Zhang, T Liu, M Singh, E Çetintaş, Y Luo, Y Rivenson, KV Larin, ... Light: Science & Applications 10 (1), 155, 2021 | 41 | 2021 |
Virtual stain transfer in histology via cascaded deep neural networks X Yang, B Bai, Y Zhang, Y Li, K de Haan, T Liu, A Ozcan ACS Photonics 9 (9), 3134-3143, 2022 | 27 | 2022 |
A camouflage device without metamaterials F Sun, Y Zhang, J Evans, S He Progress in electromagnetics research 165, 107-117, 2019 | 26 | 2019 |
Rapid and stain-free quantification of viral plaque via lens-free holography and deep learning T Liu, Y Li, HC Koydemir, Y Zhang, E Yang, M Eryilmaz, H Wang, J Li, ... Nature Biomedical Engineering 7 (8), 1040-1052, 2023 | 25 | 2023 |
Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks Y Zhang, L Huang, T Liu, K Cheng, K de Haan, Y Li, B Bai, A Ozcan Intelligent Computing, 2022 | 23 | 2022 |
Virtual histological staining of unlabeled autopsy tissue Y Li, N Pillar, J Li, T Liu, D Wu, S Sun, G Ma, K de Haan, L Huang, ... Nature Communications 15 (1), 1684, 2024 | 20 | 2024 |
Virtual impactor-based label-free pollen detection using holography and deep learning Y Luo, Y Zhang, T Liu, A Yu, Y Wu, A Ozcan ACS sensors 7 (12), 3885-3894, 2022 | 15 | 2022 |
Virtual staining of nonfixed tissue histology N Pillar, Y Li, Y Zhang, A Ozcan Modern Pathology 37 (5), 100444, 2024 | 10 | 2024 |
Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning X Yang, B Bai, Y Zhang, M Aydin, Y Li, SY Selcuk, P Casteleiro Costa, ... Nature Communications 15 (1), 7978, 2024 | 7 | 2024 |
Automated HER2 scoring in breast cancer images using deep learning and pyramid sampling SY Selcuk, X Yang, B Bai, Y Zhang, Y Li, M Aydin, AF Unal, A Gomatam, ... BME frontiers 5, 0048, 2024 | 5 | 2024 |
A paper-based multiplexed serological test to monitor immunity against SARS-COV-2 Using machine learning M Eryilmaz, A Goncharov, GR Han, HA Joung, ZS Ballard, R Ghosh, ... ACS nano 18 (26), 16819-16831, 2024 | 2 | 2024 |
Cycle-consistency-based uncertainty quantification of neural networks in inverse imaging problems L Huang, J Li, X Ding, Y Zhang, H Chen, A Ozcan Intelligent Computing 2, 0071, 2023 | 2 | 2023 |
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