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Bijie Bai
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 22
Top Topics
Deep Learning
Neural Network
Breast Tissue
Thin Film Transistor
Top Venues
CoRR
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Publications
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Sahan Yoruc Selcuk
,
Xilin Yang
,
Bijie Bai
,
Yijie Zhang
,
Yuzhu Li
,
Musa Aydin
,
Aras Firat Unal
,
Aditya Gomatam
,
Zhen Guo
,
Morgan Angus Darrow
,
Goren Kolodney
,
Karine Atlan
,
Tal Keidar Haran
,
Nir Pillar
,
Aydogan Ozcan
Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling.
CoRR
(2024)
Xilin Yang
,
Bijie Bai
,
Yijie Zhang
,
Musa Aydin
,
Sahan Yoruc Selcuk
,
Zhen Guo
,
Gregory A. Fishbein
,
Karine Atlan
,
William Dean Wallace
,
Nir Pillar
,
Aydogan Ozcan
Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning.
CoRR
(2024)
Jingtian Hu
,
Kun Liao
,
Niyazi Ulas Dinç
,
Carlo Gigli
,
Bijie Bai
,
Tianyi Gan
,
Xurong Li
,
Hanlong Chen
,
Xilin Yang
,
Yuhang Li
,
Çagatay Isil
,
Md Sadman Sakib Rahman
,
Jingxi Li
,
Xiaoyong Hu
,
Mona Jarrahi
,
Demetri Psaltis
,
Aydogan Ozcan
Subwavelength Imaging using a Solid-Immersion Diffractive Optical Processor.
CoRR
(2024)
Bijie Bai
,
Ryan Lee
,
Yuhang Li
,
Tianyi Gan
,
Yuntian Wang
,
Mona Jarrahi
,
Aydogan Ozcan
Information hiding cameras: optical concealment of object information into ordinary images.
CoRR
(2024)
Guangdong Ma
,
Xilin Yang
,
Bijie Bai
,
Jingxi Li
,
Yuhang Li
,
Tianyi Gan
,
Che-Yung Shen
,
Yijie Zhang
,
Yuzhu Li
,
Mona Jarrahi
,
Aydogan Ozcan
Multiplexed all-optical permutation operations using a reconfigurable diffractive optical network.
CoRR
(2024)
Md Sadman Sakib Rahman
,
Xilin Yang
,
Jingxi Li
,
Bijie Bai
,
Aydogan Ozcan
Universal Linear Intensity Transformations Using Spatially-Incoherent Diffractive Processors.
CoRR
(2023)
Bijie Bai
,
Xilin Yang
,
Tianyi Gan
,
Jingxi Li
,
Deniz Mengu
,
Mona Jarrahi
,
Aydogan Ozcan
Pyramid diffractive optical networks for unidirectional magnification and demagnification.
CoRR
(2023)
Xilin Yang
,
Md Sadman Sakib Rahman
,
Bijie Bai
,
Jingxi Li
,
Aydogan Ozcan
Complex-valued universal linear transformations and image encryption using spatially incoherent diffractive networks.
CoRR
(2023)
Jingxi Li
,
Tianyi Gan
,
Yifan Zhao
,
Bijie Bai
,
Che-Yung Shen
,
Songyu Sun
,
Mona Jarrahi
,
Aydogan Ozcan
Unidirectional Imaging using Deep Learning-Designed Materials.
CoRR
(2022)
Xilin Yang
,
Bijie Bai
,
Yijie Zhang
,
Yuzhu Li
,
Kevin de Haan
,
Tairan Liu
,
Aydogan Ozcan
Virtual stain transfer in histology via cascaded deep neural networks.
CoRR
(2022)
Yuhang Li
,
Yi Luo
,
Bijie Bai
,
Aydogan Ozcan
Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers.
CoRR
(2022)
Jingxi Li
,
Bijie Bai
,
Yi Luo
,
Aydogan Ozcan
Massively Parallel Universal Linear Transformations using a Wavelength-Multiplexed Diffractive Optical Network.
CoRR
(2022)
Yijie Zhang
,
Luzhe Huang
,
Tairan Liu
,
Keyi Cheng
,
Kevin de Haan
,
Yuzhu Li
,
Bijie Bai
,
Aydogan Ozcan
Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks.
CoRR
(2022)
Yuzhu Li
,
Tairan Liu
,
Hatice Ceylan Koydemir
,
Hongda Wang
,
Keelan O'Riordan
,
Bijie Bai
,
Yuta Haga
,
Junji Kobashi
,
Hitoshi Tanaka
,
Takaya Tamaru
,
Kazunori Yamaguchi
,
Aydogan Ozcan
Deep Learning-enabled Detection and Classification of Bacterial Colonies using a Thin Film Transistor (TFT) Image Sensor.
CoRR
(2022)
Tairan Liu
,
Yuzhu Li
,
Hatice Ceylan Koydemir
,
Yijie Zhang
,
Ethan Yang
,
Hongda Wang
,
Jingxi Li
,
Bijie Bai
,
Aydogan Ozcan
Stain-free, rapid, and quantitative viral plaque assay using deep learning and holography.
CoRR
(2022)
Bijie Bai
,
Heming Wei
,
Xilin Yang
,
Deniz Mengu
,
Aydogan Ozcan
Data class-specific all-optical transformations and encryption.
CoRR
(2022)
Bijie Bai
,
Xilin Yang
,
Yuzhu Li
,
Yijie Zhang
,
Nir Pillar
,
Aydogan Ozcan
Deep Learning-enabled Virtual Histological Staining of Biological Samples.
CoRR
(2022)
Bijie Bai
,
Yi Luo
,
Tianyi Gan
,
Jingtian Hu
,
Yuhang Li
,
Yifan Zhao
,
Deniz Mengu
,
Mona Jarrahi
,
Aydogan Ozcan
To image, or not to image: Class-specific diffractive cameras with all-optical erasure of undesired objects.
CoRR
(2022)
Yi Luo
,
Bijie Bai
,
Yuhang Li
,
Ege Cetintas
,
Aydogan Ozcan
All-optical image classification through unknown random diffusers using a single-pixel diffractive network.
CoRR
(2022)
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
,
Morgan Angus Darrow
,
Elham Kamangar
,
Han Sung Lee
,
Yair Rivenson
,
Aydogan Ozcan
Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning.
CoRR
(2021)
Tairan Liu
,
Kevin de Haan
,
Bijie Bai
,
Yair Rivenson
,
Yi Luo
,
Hongda Wang
,
David Karalli
,
Hongxiang Fu
,
Yibo Zhang
,
John FitzGerald
,
Aydogan Ozcan
Deep learning-based holographic polarization microscopy.
CoRR
(2020)
Hongda Wang
,
Hatice Ceylan Koydemir
,
Yunzhe Qiu
,
Bijie Bai
,
Yibo Zhang
,
Yiyin Jin
,
Sabiha Tok
,
Enis Cagatay Yilmaz
,
Esin Gumustekin
,
Yair Rivenson
,
Aydogan Ozcan
Early-detection and classification of live bacteria using time-lapse coherent imaging and deep learning.
CoRR
(2020)