Yijie Zhang

发表

Virtual stain transfer in histology via cascaded deep neural networks

Kevin de Haan, Aydogan Ozcan, Tairan Liu, 2022, ACS Photonics.

Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks

Kevin de Haan, Luzhe Huang, Aydogan Ozcan, 2022, Intelligent Computing.

Virtual impactor-based label-free bio-aerosol detection using holography and deep learning

Yichen Wu, Aydogan Ozcan, Tairan Liu, 2022, ACS sensors.

Deep learning-enabled virtual histological staining of biological samples

Aydogan Ozcan, N. Pillar, Bijie Bai, 2022, Light: Science & Applications.

Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue

Kevin de Haan, A. Ozcan, Y. Rivenson, 2020, Light: Science & Applications.

Stain-free, rapid, and quantitative viral plaque assay using deep learning and holography

Hongda Wang, Aydogan Ozcan, Tairan Liu, 2022, ArXiv.

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

Aydogan Ozcan, Tairan Liu, Yair Rivenson, 2020, Nature Communications.

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

P. Scumpia, Y. Rivenson, Hongda Wang, 2021, Light: Science & Applications.

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

P. Scumpia, Y. Rivenson, Hongda Wang, 2021, Light: Science & Applications.

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

Y. Rivenson, K. Larin, Aydogan Ozcan, 2021, Light: Science & Applications.

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

A. Ozcan, Y. Rivenson, K. Larin, 2021, Light: Science & Applications.

Label-Free Virtual HER2 Immunohistochemical Staining of Breast Tissue using Deep Learning pdf

Aydogan Ozcan, Jingxi Li, Yair Rivenson, 2021, BME frontiers.

Dual Lightweight Network with Attention and Feature Fusion for Semantic Segmentation of High-Resolution Remote Sensing Images

Changtao He, Yijie Zhang, Yulan Chen, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Virtual histological stain transformations through cascaded deep neural networks

Kevin de Haan, Aydogan Ozcan, Tairan Liu, 2022, Frontiers in Optics + Laser Science 2022 (FIO, LS).

Virtual Impactor-Based Label-Free Pollen Detection using Holography and Deep Learning

Yichen Wu, Aydogan Ozcan, Tairan Liu, 2022 .

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

Hongda Wang, Aydogan Ozcan, Merve Eryılmaz, 2022, Nature Biomedical Engineering.

Cycle Consistency-based Uncertainty Quantification of Neural Networks in Inverse Imaging Problems

Jianing Li, Luzhe Huang, Aydogan Ozcan, 2023, Intelligent Computing.

Deep learning-based transformation of the H&E stain into special stains improves kidney disease diagnosis pdf

Tairan Liu, Aydogan Ozcan, Yair Rivenson, 2020, ArXiv.

Label-free virtual HER2 immunohistochemical staining of breast tissue using 1 deep learning

Kevin de Haan, Han Sung Lee, Y. Rivenson, 2022 .

Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning

Şahan Yoruç Selçuk, N. Pillar, Bijie Bai, 2024, ArXiv.

Virtual histological staining of unlabeled autopsy tissue

Kevin de Haan, Luzhe Huang, N. Pillar, 2023, Nature communications.

Deep learning-based image reconstruction in optical coherence tomography using undersampled spectral data

Y. Rivenson, K. Larin, Aydogan Ozcan, 2022, 2022 Conference on Lasers and Electro-Optics (CLEO).

Neural network-based virtual staining of defocused autofluorescence images of label-free tissue

Kevin de Haan, Luzhe Huang, Aydogan Ozcan, 2023, 2023 Conference on Lasers and Electro-Optics (CLEO).

Neural network-based multiplexed and micro-structured virtual staining of unlabeled tissue

Y. Rivenson, Kevin de Haan, Aydogan Ozcan, 2022, 2022 Conference on Lasers and Electro-Optics (CLEO).

Biopsy-free Virtual Histology of Skin Using Reflectance Confocal Microscopy and Deep Learning

P. Scumpia, Y. Rivenson, Hongda Wang, 2022, 2022 Conference on Lasers and Electro-Optics (CLEO).

Artificial intelligence-enabled quantitative phase imaging methods for life sciences

Luzhe Huang, Tairan Liu, Geon Kim, 2023, Nature Methods.

FeDNet: Feature Decoupled Network for polyp segmentation from endoscopy images

Jun Liu, Yanzhou Su, Jian Cheng, 2023, Biomed. Signal Process. Control..