Quanzheng Li

发表

CT-guided PET Image Denoising using Deep Neural Network without Prior Training Data

Jianan Cui, Kuang Gong, Ning Guo, 2018, 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference Proceedings (NSS/MIC).

Penalized-Likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding

Huafeng Liu, Kuang Gong, Ning Guo, 2019, IEEE Transactions on Biomedical Engineering.

Spatiotemporal Attention Autoencoder (STAAE) for ADHD Classification

Xiang Li, Jinglei Lv, Tianming Liu, 2020, MICCAI.

Speckle Noise Removal in Ultrasound Images Using a Deep Convolutional Neural Network and a Specially Designed Loss Function

Quanzheng Li, Hongfeng Li, Danlei Feng, 2019, MMMI@MICCAI.

aEEG Signal Analysis with Ensemble Learning for Newborn Seizure Detection

Quanzheng Li, Lili Liu, Hongfeng Li, 2019, MMMI@MICCAI.

Automated Segmentation Of Cervical Nuclei In Pap Smear Images Using Deformable Multi-Path Ensemble Model

Jie Zhao, Quanzheng Li, Li Zhang, 2018, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Population and individual information guided PET image denoising using deep neural network

Huafeng Liu, Kuang Gong, Ning Guo, 2019 .

Machine Learning in Medical Imaging: 11th International Workshop, MLMI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Proceedings

Jinglei Lv, Tianming Liu, Quanzheng Li, 2020, MLMI@MICCAI.

Medical image segmentation based on multi-modal convolutional neural network: Study on image fusion schemes

Zhe Guo, Xiang Li, Heng Huang, 2017, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Deep Learning-Based Four-Region Lung Segmentation in Chest Radiography for COVID-19 Diagnosis pdf

Mannudeep K. Kalra, Kyungsang Kim, Quanzheng Li, 2020, Diagnostics.

Automated Semantic Segmentation of Red Blood Cells for Sickle Cell Disease

Xiang Li, Mengjia Xu, Quanzheng Li, 2020, IEEE Journal of Biomedical and Health Informatics.

Attenuation Correction of PET/MR Using Deep Neural Network Based on Dixon and ZTE MR Images

Kuang Gong, Kyungsang Kim, Quanzheng Li, 2018 .

Automated Classification of Arterioles and Venules for Retina Fundus Images Using Dual Deeply-Supervised Network

Meng Li, Li Zhang, Yan Zhang, 2019, MMMI@MICCAI.

Super-Resolution PET Using A Very Deep Convolutional Neural Network

Kuang Gong, Kyungsang Kim, Quanzheng Li, 2018, 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference Proceedings (NSS/MIC).

Deep Learning Based Detection and Localization of Cerebal Aneurysms in Computed Tomography Angiography pdf

Quanzheng Li, Dufan Wu, Ziheng Duan, 2020, ArXiv.

Self-Supervised Dynamic CT Perfusion Image Denoising With Deep Neural Networks pdf

Quanzheng Li, Dufan Wu, Hui Ren, 2020, IEEE Transactions on Radiation and Plasma Medical Sciences.

Discovering Functional Brain Networks with 3D Residual Autoencoder (ResAE)

Xiang Li, Jinglei Lv, Tianming Liu, 2020, MICCAI.

Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels

Alessandro Carriero, Fatemeh Homayounieh, Mannudeep K. Kalra, 2020, IEEE Journal of Biomedical and Health Informatics.

Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19 pdf

Mannudeep K. Kalra, Ning Guo, Kyungsang Kim, 2020, Medical Image Analysis.

Direct Patlak Reconstruction for Low-Dose Dynamic PET Using Unsupervised Deep Learning

Ciprian Catana, Kuang Gong, Quanzheng Li, 2019 .

Clinically Translatable Direct Patlak Reconstruction from Dynamic PET with Motion Correction Using Convolutional Neural Network

Huafeng Liu, Kuang Gong, Ning Guo, 2020, MICCAI.

Feature Pyramid Based Attention for Cervical Image Classification

Li Yang, Li Zhang, Quanzheng Li, 2019, MMMI@MICCAI.

A Novel fMRI Representation Learning Framework with GAN

Xiang Li, Jinglei Lv, Tianming Liu, 2020, MLMI@MICCAI.

IFGAN: Missing Value Imputation using Feature-specific Generative Adversarial Networks pdf

Quanzheng Li, Wei Qiu, Yangsibo Huang, 2020, 2020 IEEE International Conference on Big Data (Big Data).

Super Resolution of Arterial Spin Labeling MR Imaging Using Unsupervised Multi-Scale Generative Adversarial Network

Huafeng Liu, Kuang Gong, Quanzheng Li, 2020, MLMI@MICCAI.

Ms-Gwnn: Multi-Scale Graph Wavelet Neural Network for Breast Cancer Diagnosis pdf

Quanzheng Li, Mo Zhang, Quanzheng Li, 2020, 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI).

Four-Dimensional Modeling of fMRI Data via Spatio–Temporal Convolutional Neural Networks (ST-CNNs)

Shijie Zhao, Quanzheng Li, Wei Zhang, 2020, IEEE Transactions on Cognitive and Developmental Systems.