Deep learning-based super-resolution in coherent imaging systems. - Tairan Liu; Kevin de Haan; Yair Rivenson; Zhensong Wei; Xin Zeng; Yibo Zhang; Aydogan Ozcan (CoRR, 2018)

Cross-modality deep learning brings bright-field microscopy contrast to holography. - Yichen Wu; Yilin Luo; Gunvant Chaudhari; Yair Rivenson; Ayfer Calis; Kevin de Haan; Aydogan Ozcan (CoRR, 2018)

Resolution enhancement in scanning electron microscopy using deep learning. - Kevin de Haan; Zachary S. Ballard; Yair Rivenson; Yichen Wu; Aydogan Ozcan (CoRR, 2019)

Deep learning-based color holographic microscopy. - Tairan Liu; Zhensong Wei; Yair Rivenson; Kevin de Haan; Yibo Zhang; Yichen Wu; Aydogan Ozcan (CoRR, 2019)

Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue. - Yijie Zhang; Kevin de Haan; Yair Rivenson; Jingxi Li; Apostolos Delis; Aydogan Ozcan (CoRR, 2020)

Deep learning-based holographic polarization microscopy. - Tairan Liu; Kevin de Haan; Bijie Bai; Yair Rivenson; Yi Luo 009; Hongda Wang; David Karalli; Hongxiang Fu; Yibo Zhang; John FitzGerald; Aydogan Ozcan (CoRR, 2020)

Label-free detection of Giardia lamblia cysts using a deep learning-enabled portable imaging flow cytometer. - Zoltan Gorocs; David Baum; Fang Song 004; Kevin de Haan; Hatice Ceylan Koydemir; Yunzhe Qiu; Zilin Cai; Thamira Skandakumar; Spencer Peterman; Miu Tamamitsu; Aydogan Ozcan (CoRR, 2020)

Deep learning-based transformation of the H&E stain into special stains improves kidney disease diagnosis. - Kevin de Haan; Yijie Zhang; Tairan Liu; Anthony E. Sisk; Miguel F. P. Diaz; Jonathan E. Zuckerman; Yair Rivenson; W. Dean Wallace; Aydogan Ozcan (CoRR, 2020)

Automated screening of sickle cells using a smartphone-based microscope and deep learning. - Kevin de Haan; Hatice Ceylan Koydemir; Yair Rivenson; Derek Tseng; Elizabeth Van Dyne; Lissette Bakic; Kerim Doruk Karinca; Kyle Liang; Megha Ilango; Esin Gumustekin; Aydogan Ozcan (npj Digit. Medicine, 2020)

Deep-Learning-Based Image Reconstruction and Enhancement in Optical Microscopy. - Kevin de Haan; Yair Rivenson; Yichen Wu; Aydogan Ozcan (Proc. IEEE, 2020)

Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning. - Bijie Bai; Hongda Wang; Yuzhu Li; Kevin de Haan; Francesco Colonnese; Yujie Wan; Jingyi Zuo; Ngan B. Doan; Xiaoran Zhang; Yijie Zhang; Jingxi Li; Wenjie Dong; et al. (CoRR, 2021)

Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks. - Yijie Zhang; Luzhe Huang; Tairan Liu; Keyi Cheng; Kevin de Haan; Yuzhu Li; Bijie Bai; Aydogan Ozcan (CoRR, 2022)

Virtual stain transfer in histology via cascaded deep neural networks. - Xilin Yang; Bijie Bai; Yijie Zhang; Yuzhu Li; Kevin de Haan; Tairan Liu; Aydogan Ozcan (CoRR, 2022)

Computational deep learning microscopy - Kevin de Haan (2022)

Virtual histological staining of unlabeled autopsy tissue. - Yuzhu Li; Nir Pillar; Jingxi Li; Tairan Liu; Di Wu; Songyu Sun; Guangdong Ma; Kevin de Haan; Luzhe Huang; Sepehr Hamidi; Anatoly Urisman; Tal Keidar Haran; et al. (CoRR, 2023)

Virtual Gram staining of label-free bacteria using darkfield microscopy and deep learning. - Çagatay Isil; Hatice Ceylan Koydemir; Merve Eryilmaz; Kevin de Haan; Nir Pillar; Koray Mentesoglu; Aras Firat Unal; Yair Rivenson; Sukantha Chandrasekaran; Omai B. Garner; Aydogan Ozcan (CoRR, 2024)

Label-free evaluation of lung and heart transplant biopsies using virtual staining. - Yuzhu Li; Nir Pillar; Tairan Liu; Guangdong Ma; Yuxuan Qi; Kevin de Haan; Yijie Zhang; Xilin Yang; Adrian J. Correa; Guangqian Xiao; Kuang-Yu Jen; Kenneth A. Iczkowski; et al. (CoRR, 2024)