Publications by authors named "Pingjun Chen"

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Spatial and multiomics analysis of human and mouse lung adenocarcinoma precursors reveals TIM-3 as a putative target for precancer interception.
Bo Zhu, Pingjun Chen, Muhammad Aminu, Jian-Rong Li, Junya Fujimoto, Hong Chen, Chenyang Li, Ken Chen, Chao Cheng

Cancer Cell· June 2025

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Single Stage Adaptive Multi-Attention Network for Image Restoration.
Anas Zafar, Danyal Aftab, Rizwan Qureshi, Xinqi Fan, Pingjun Chen

IEEE Trans Image Process· April 2024

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Enhancing NSCLC recurrence prediction with PET/CT habitat imaging, ctDNA, and integrative radiogenomics-blood insights.
Sheeba J Sujit, Muhammad Aminu, Tatiana V Karpinets, Pingjun Chen, Maliazurina B Saad

Nat Commun· April 2024

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Synthetic PET from CT improves diagnosis and prognosis for lung cancer: Proof of concept.
Morteza Salehjahromi, Tatiana V Karpinets, Sheeba J Sujit, Mohamed Qayati, Pingjun Chen, Chao Cheng

Cell Rep Med· March 2024

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Pathomic Features Reveal Immune and Molecular Evolution From Lung Preneoplasia to Invasive Adenocarcinoma.
Pingjun Chen, Frank R Rojas, Xin Hu, Alejandra Serrano, Bo Zhu, Hong Chen

Mod Pathol· December 2023

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Automated Cellular-Level Dual Global Fusion of Whole-Slide Imaging for Lung Adenocarcinoma Prognosis.
Songhui Diao, Pingjun Chen, Eman Showkatian, Rukhmini Bandyopadhyay, Frank R Rojas

Cancers (Basel)· October 2023

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Predicting benefit from immune checkpoint inhibitors in patients with non-small-cell lung cancer by CT-based ensemble deep learning: a retrospective study.
Maliazurina B Saad, Lingzhi Hong, Muhammad Aminu, Natalie I Vokes, Pingjun Chen, Chao Cheng

Lancet Digit Health· July 2023

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Efficacy and clinicogenomic correlates of response to immune checkpoint inhibitors alone or with chemotherapy in non-small cell lung cancer.
Lingzhi Hong, Muhammad Aminu, Shenduo Li, Xuetao Lu, Milena Petranovic, Pingjun Chen

Nat Commun· February 2023

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Habitat Imaging Biomarkers for Diagnosis and Prognosis in Cancer Patients Infected with COVID-19.
Muhammad Aminu, Divya Yadav, Lingzhi Hong, Elliana Young, Paul Edelkamp, Pingjun Chen, Melissa M Chen

Cancers (Basel)· December 2022

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Artificial intelligence-assisted mapping of proliferation centers allows the distinction of accelerated phase from large cell transformation in chronic lymphocytic leukemia.
Siba El Hussein, Pingjun Chen, L Jeffrey Medeiros, John D Hazle, Jia Wu

Mod Pathol· August 2022

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Limited Benefit from the Addition of Immunotherapy to Chemotherapy in TKI-Refractory EGFR-Mutant Lung Adenocarcinoma.
Lingzhi Hong, Whitney E Lewis, Monique Nilsson, Sonia Patel, Susan Varghese, Pingjun Chen

Cancers (Basel)· July 2022

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Chronic Lymphocytic Leukemia Progression Diagnosis with Intrinsic Cellular Patterns via Unsupervised Clustering.
Pingjun Chen, Siba El Hussein, Fuyong Xing, Muhammad Aminu, Aparajith Kannapiran

Cancers (Basel)· May 2022

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Artificial Intelligence in Digital Pathology to Advance Cancer Immunotherapy.
Pingjun Chen, Jianjun Zhang, Jia Wu

21 Century Pathol· May 2022

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Artificial intelligence strategy integrating morphologic and architectural biomarkers provides robust diagnostic accuracy for disease progression in chronic lymphocytic leukemia.
Siba El Hussein, Pingjun Chen, L Jeffrey Medeiros, Ignacio I Wistuba, David Jaffray

J Pathol· January 2022

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CellSpatialGraph: Integrate hierarchical phenotyping and graph modeling to characterize spatial architecture in tumor microenvironment on digital pathology.
Pingjun Chen, Muhammad Aminu, Siba El Hussein, Joseph D Khoury, Jia Wu

Softw Impacts· November 2021

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Automatic Whole Slide Pathology Image Diagnosis Framework via Unit Stochastic Selection and Attention Fusion.
Pingjun Chen, Yun Liang, Xiaoshuang Shi, Lin Yang, Paul Gader

Neurocomputing (Amst)· September 2021

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Text-Guided Neural Network Training for Image Recognition in Natural Scenes and Medicine.
Zizhao Zhang, Pingjun Chen, Xiaoshuang Shi, Lin Yang

IEEE Trans Pattern Anal Mach Intell· May 2021

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Loss-Based Attention for Interpreting Image-Level Prediction of Convolutional Neural Networks.
Xiaoshuang Shi, Fuyong Xing, Kaidi Xu, Pingjun Chen, Yun Liang

IEEE Trans Image Process· January 2021

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Interactive thyroid whole slide image diagnostic system using deep representation.
Pingjun Chen, Xiaoshuang Shi, Yun Liang, Yuan Li, Lin Yang

Comput Methods Programs Biomed· October 2020

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Rule-based automatic diagnosis of thyroid nodules from intraoperative frozen sections using deep learning.
Yuan Li, Pingjun Chen, Zhiyuan Li, Hai Su, Lin Yang

Artif Intell Med· August 2020

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Chromosome Segmentation via Data Simulation and Shape Learning.
Pingjun Chen, Jinzheng Cai, Lin Yang

Annu Int Conf IEEE Eng Med Biol Soc· July 2020

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Correction to: Towards pixel-to-pixel deep nucleus detection in microscopy images.
Fuyong Xing, Yuanpu Xie, Xiaoshuang Shi, Pingjun Chen, Zizhao Zhang

BMC Bioinformatics· October 2019

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Towards pixel-to-pixel deep nucleus detection in microscopy images.
Fuyong Xing, Yuanpu Xie, Xiaoshuang Shi, Pingjun Chen, Zizhao Zhang

BMC Bioinformatics· September 2019

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Fully automatic knee osteoarthritis severity grading using deep neural networks with a novel ordinal loss.
Pingjun Chen, Linlin Gao, Xiaoshuang Shi, Kyle Allen, Lin Yang

Comput Med Imaging Graph· July 2019

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tissueloc: Whole slide digital pathology image tissue localization.
Pingjun Chen, Lin Yang

J Open Source Softw· January 2019

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