STONY BROOK MEDICINE

Department of Biomedical Informatics

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FACULTY PROFILE · REVIEW PREVIEW

Zhaozheng Yin

Department of Biomedical Informatics

Publications

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FALCON: Fair Active Learning for Content Moderation

Zuhui Wang, Sandra Sajeev, Gaurav Mittal, Matt Hall, Ye Yu, Zhaozheng Yin, Mei Chen

ORCID match Lecture notes in computer science · 2025 · Found in OpenAlex

DOI: 10.1007/978-3-031-92648-8_1

Choose for “FALCON: Fair Active Learning for Content Moderation”

Dual-source cone-beam CT for HDR brachytherapy in-suite imaging: Simulation studies of limited angle image reconstruction based on deep image prior

Xin Qian, Ziyu Shu, Salar Souri, Yizhou Zhao, Zhaozheng Yin, R. Farrell, Jinkoo Kim, Jieying Wu, S. Ryu, Tiezhi Zhang

ORCID match Brachytherapy · 2025 · Found in OpenAlex

DOI: 10.1016/j.brachy.2025.09.001

Choose for “Dual-source cone-beam CT for HDR brachytherapy in-suite imaging: Simulation studies of limited angle image reconstruction based on deep image prior”

Real-time human-computer interaction using eye gazes

Haodong Chen, Niloofar Zendehdel, Ming C. Leu, Zhaozheng Yin

ORCID match Manufacturing Letters · 2023 · Found in ORCID, OpenAlex

DOI: 10.1016/j.mfglet.2023.07.024

Choose for “Real-time human-computer interaction using eye gazes”

Diffusion Transformer U-Net for Medical Image Segmentation

G. Jignesh Chowdary, Zhaozheng Yin

ORCID match Lecture Notes in Computer Science · 2023 · Found in ORCID, OpenAlex

DOI: 10.1007/978-3-031-43901-8_59

Choose for “Diffusion Transformer U-Net for Medical Image Segmentation”

Class-Aware Feature Aggregation Network for Video Object Detection

Liang Han, Pichao Wang, Zhaozheng Yin, Fan Wang, Hao Li

ORCID match IEEE Transactions on Circuits and Systems for Video Technology · 2022 · Found in ORCID, OpenAlex

DOI: 10.1109/tcsvt.2021.3094533

Choose for “Class-Aware Feature Aggregation Network for Video Object Detection”

Unsupervised Network Learning for Cell Segmentation

Liang Han, Zhaozheng Yin

ORCID match Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 · 2021 · Found in ORCID, OpenAlex

DOI: 10.1007/978-3-030-87193-2_27

Choose for “Unsupervised Network Learning for Cell Segmentation”

Price Suggestion for Online Second-hand Items

Liang Han, Zhaozheng Yin, Zhurong Xia, Li Guo, Mingqian Tang, Rong Jin

ORCID match · 2021 · Found in OpenAlex

DOI: 10.1109/icpr48806.2021.9413266

Choose for “Price Suggestion for Online Second-hand Items”

Crash report data analysis for creating scenario-wise, spatio-temporal attention guidance to support computer vision-based perception of fatal crash risks

Yu Li, Muhammad Monjurul Karim, Ruwen Qin, Zeyi Sun, Zuhui Wang, Zhaozheng Yin

ORCID match Accident Analysis & Prevention · 2021 · Found in ORCID, OpenAlex

DOI: 10.1016/j.aap.2020.105962

Choose for “Crash report data analysis for creating scenario-wise, spatio-temporal attention guidance to support computer vision-based perception of fatal crash risks”

Context and Structure Mining Network for Video Object Detection

Liang Han, Pichao Wang, Zhaozheng Yin, Fan Wang, Hao Li

ORCID match International Journal of Computer Vision · 2021 · Found in ORCID, OpenAlex

DOI: 10.1007/s11263-021-01507-2

Choose for “Context and Structure Mining Network for Video Object Detection”

Cell Counting by a Location-Aware Network

Zuhui Wang, Zhaozheng Yin

ORCID match Lecture notes in computer science · 2021 · Found in OpenAlex

DOI: 10.1007/978-3-030-87589-3_13

Choose for “Cell Counting by a Location-Aware Network”

Annotation-Efficient Cell Counting

Zuhui Wang, Zhaozheng Yin

ORCID match Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 · 2021 · Found in ORCID, OpenAlex

DOI: 10.1007/978-3-030-87237-3_39

Choose for “Annotation-Efficient Cell Counting”

Airway Anomaly Detection by Prototype-Based Graph Neural Network

Tianyi Zhao, Zhaozheng Yin

ORCID match Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 · 2021 · Found in ORCID, OpenAlex

DOI: 10.1007/978-3-030-87240-3_19

Choose for “Airway Anomaly Detection by Prototype-Based Graph Neural Network”

A survey on applications of deep learning in microscopy image analysis

Zhichao Liu, Luhong Jin, Jincheng Chen, Qiuyu Fang, Sergey Ablameyko, Zhaozheng Yin, Yingke Xu

ORCID match Computers in Biology and Medicine · 2021 · Found in OpenAlex

DOI: 10.1016/j.compbiomed.2021.104523

Choose for “A survey on applications of deep learning in microscopy image analysis”

3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management

Tianyi Zhao, Kai Cao, Jiawen Yao, Isabella Nogues, Le Lü, Lingyun Huang, Jing Xiao, Zhaozheng Yin, Ling Zhang

ORCID match 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2021 · Found in ORCID, OpenAlex

DOI: 10.1109/cvpr46437.2021.01353

Choose for “3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management”

Vision-based Price Suggestion for Online Second-hand Items

Liang Han, Zhaozheng Yin, Zhurong Xia, Li Guo, Mingqian Tang, Rong Jin

ORCID match arXiv (Cornell University) · 2020 · Found in OpenAlex

DOI: 10.48550/arxiv.2012.06009

Choose for “Vision-based Price Suggestion for Online Second-hand Items”

The effects of visual congruence on increasing consumers’ brand engagement: An empirical investigation of influencer marketing on instagram using deep-learning algorithms for automatic image classification

Young Anna Argyris, Zuhui Wang, Yongsuk Kim, Zhaozheng Yin

ORCID match Computers in Human Behavior · 2020 · Found in OpenAlex

DOI: 10.1016/j.chb.2020.106443

Choose for “The effects of visual congruence on increasing consumers’ brand engagement: An empirical investigation of influencer marketing on instagram using deep-learning algorithms for automatic image classification”

Fusing and refining convolutional neural network models for assembly action recognition in smart manufacturing

Md. Al-Amin, Ruwen Qin, Wenjin Tao, David Doell, Ravon Lingard, Zhaozheng Yin, Ming C. Leu

ORCID match Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science · 2020 · Found in OpenAlex

DOI: 10.1177/0954406220931547

Choose for “Fusing and refining convolutional neural network models for assembly action recognition in smart manufacturing”

Pyramid-Based Fully Convolutional Networks for Cell Segmentation

Tianyi Zhao, Zhaozheng Yin

ORCID match Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 · 2018 · Found in ORCID, OpenAlex

DOI: 10.1007/978-3-030-00937-3_77

Choose for “Pyramid-Based Fully Convolutional Networks for Cell Segmentation”

Phase contrast time-lapse microscopy datasets with automated and manual cell tracking annotations

Dai Fei Elmer Ker, Sungeun Eom, Sho Sanami, Ryoma Bise, Corinne Pascale, Zhaozheng Yin, Seung-il Huh, Elvira Osuna-Highley, Silvina N. Junkers, Casey J. Helfrich, Peter Liang, Jiyan Pan, Soojin Jeong, Steven S. Kang, Jinyu Liu, Ritchie Nicholson, Michael F. Sandbothe, Phu T. Van, An-An Liu, Mei Chen, Takeo Kanade, Lee E. Weiss, Phil G. Campbell

ORCID match Scientific Data · 2018 · Found in OpenAlex

DOI: 10.1038/sdata.2018.237

Choose for “Phase contrast time-lapse microscopy datasets with automated and manual cell tracking annotations”

Learning to transfer microscopy image modalities

Han Liang, Zhaozheng Yin

ORCID match Machine Vision and Applications · 2018 · Found in OpenAlex

DOI: 10.1007/s00138-018-0946-7

Choose for “Learning to transfer microscopy image modalities”

Refocusing Phase Contrast Microscopy Images

Liang Han, Zhaozheng Yin

ORCID match Lecture notes in computer science · 2017 · Found in OpenAlex

DOI: 10.1007/978-3-319-66185-8_8

Choose for “Refocusing Phase Contrast Microscopy Images”

Indoor localization with a signal tree

Wenchao Jiang, Zhaozheng Yin

ORCID match Multimedia Tools and Applications · 2017 · Found in OpenAlex

DOI: 10.1007/s11042-017-4779-6

Choose for “Indoor localization with a signal tree”

Toward DMD illuminated spatial-temporal modulated thermography

Joshua D. Pribe, Srinivas Chakravarthi Thandu, Zhaozheng Yin, Edward C. Kinzel

ORCID match Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2016 · Found in OpenAlex

DOI: 10.1117/12.2223859

Choose for “Toward DMD illuminated spatial-temporal modulated thermography”

Estimating Freeway Travel Times Using the General Motors Model

Shu Yang, Yao‐Jan Wu, Zhaozheng Yin, Yiheng Feng

ORCID match Transportation Research Record Journal of the Transportation Research Board · 2016 · Found in OpenAlex

DOI: 10.3141/2594-12

Choose for “Estimating Freeway Travel Times Using the General Motors Model”

Ranging explosion events using smartphones

Srinivas Chakravarthi Thandu, Sriram Chellappan, Zhaozheng Yin

ORCID match · 2015 · Found in OpenAlex

DOI: 10.1109/wimob.2015.7348002

Choose for “Ranging explosion events using smartphones”

Co-restoring Multimodal Microscopy Images

Mingzhong Li, Zhaozheng Yin

ORCID match Lecture notes in computer science · 2015 · Found in OpenAlex

DOI: 10.1007/978-3-319-24574-4_29

Choose for “Co-restoring Multimodal Microscopy Images”

Cell-Sensitive Microscopy Imaging for Cell Image Segmentation

Zhaozheng Yin, Hang Su, Dai Fei Elmer Ker, Mingzhong Li, Haohan Li

ORCID match Lecture notes in computer science · 2014 · Found in OpenAlex

DOI: 10.1007/978-3-319-10404-1_6

Choose for “Cell-Sensitive Microscopy Imaging for Cell Image Segmentation”

Data-driven prediction of stem cell expansion cultures

Zhaozheng Yin, Dai Fei Elmer Ker, Silvina N. Junkers, Takeo Kanade, Mei Chen, L.E. Weiss, Phil G. Campbell

ORCID match · 2011 · Found in OpenAlex

DOI: 10.1109/iembs.2011.6090597

Choose for “Data-driven prediction of stem cell expansion cultures”

Cell image analysis: Algorithms, system and applications

Takeo Kanade, Zhaozheng Yin, Ryoma Bise, Seungil Huh, Sungeun Eom, Michael F. Sandbothe, Mei Chen

ORCID match · 2011 · Found in OpenAlex

DOI: 10.1109/wacv.2011.5711528

Choose for “Cell image analysis: Algorithms, system and applications”

An Engineered Approach to Stem Cell Culture: Automating the Decision Process for Real-Time Adaptive Subculture of Stem Cells

Dai Fei Elmer Ker, Lee E. Weiss, Silvina N. Junkers, Mei Chen, Zhaozheng Yin, Michael F. Sandbothe, Seung-il Huh, Sungeun Eom, Ryoma Bise, Elvira Osuna-Highley, Takeo Kanade, Phil G. Campbell

ORCID match PLoS ONE · 2011 · Found in OpenAlex

DOI: 10.1371/journal.pone.0027672

Choose for “An Engineered Approach to Stem Cell Culture: Automating the Decision Process for Real-Time Adaptive Subculture of Stem Cells”

Understanding the Optics to Aid Microscopy Image Segmentation

Zhaozheng Yin, Kang Li, Takeo Kanade, Mei Chen

ORCID match Lecture notes in computer science · 2010 · Found in OpenAlex

DOI: 10.1007/978-3-642-15705-9_26

Choose for “Understanding the Optics to Aid Microscopy Image Segmentation”

Shape constrained figure-ground segmentation and tracking

Zhaozheng Yin, Robert T. Collins

ORCID match 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · Found in OpenAlex

DOI: 10.1109/cvpr.2009.5206674

Choose for “Shape constrained figure-ground segmentation and tracking”

Likelihood Map Fusion for Visual Object Tracking

Zhaozheng Yin, Fatih Porikli, Robert T. Collins

ORCID match · 2008 · Found in OpenAlex

DOI: 10.1109/wacv.2008.4544036

Choose for “Likelihood Map Fusion for Visual Object Tracking”

On-the-fly Object Modeling while Tracking

Zhaozheng Yin, Robert H. Collins

ORCID match · 2007 · Found in OpenAlex

DOI: 10.1109/cvpr.2007.383237

Choose for “On-the-fly Object Modeling while Tracking”

Online Recursive Algorithm for Short-Term Traffic Prediction

Fan Yang, Zhaozheng Yin, Henry Liu, Bin Ran

ORCID match Transportation Research Record Journal of the Transportation Research Board · 2004 · Found in OpenAlex

DOI: 10.3141/1879-01

Choose for “Online Recursive Algorithm for Short-Term Traffic Prediction”
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