Publications by authors named "Jumin Zhao"

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Multimodal deep learning for predicting in-hospital mortality in heart failure patients using longitudinal chest X-rays and electronic health records.
Dengao Li, Wen Xing, Jumin Zhao, Changcheng Shi, Fei Wang

Int J Cardiovasc Imaging· March 2025

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HF-CMN: a medical report generation model for heart failure.
Liangquan Yan, Jumin Zhao, Danyang Shi, Dengao Li, Yi Liu

Med Biol Eng Comput· February 2025

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A novel GAN-based three-axis mutually supervised super-resolution reconstruction method for rectal cancer MR image.
Huiting Zhang, Xiaotang Yang, Yanfen Cui, Qiang Wang, Jumin Zhao

Comput Methods Programs Biomed· December 2024

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SDIPPWV: A novel hybrid prediction model based on stepwise decomposition-integration-prediction avoids future information leakage to predict precipitable water vapor from GNSS observations.
Fanming Wu, Dengao Li, Jumin Zhao, Hairong Jiang, Xinyu Luo

Sci Total Environ· July 2024

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A medical image segmentation method for rectal tumors based on multi-scale feature retention and multiple attention mechanisms.
Jumin Zhao, Linjun Liu, Xiaotang Yang, Yanfen Cui, Dengao Li

Med Phys· May 2024

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HR-BGCN : Predicting readmission for heart failure from electronic health records.
Huiting Ma, Dengao Li, Jumin Zhao, Wenjing Li, Jian Fu

Artif Intell Med· April 2024

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Imaging segmentation mechanism for rectal tumors using improved U-Net.
Kenan Zhang, Xiaotang Yang, Yanfen Cui, Jumin Zhao, Dengao Li

BMC Med Imaging· April 2024

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RTAU-Net: A novel 3D rectal tumor segmentation model based on dual path fusion and attentional guidance.
Dengao Li, Juan Wang, Jicheng Yang, Jumin Zhao, Xiaotang Yang

Comput Methods Programs Biomed· December 2023

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Predicting heart failure in-hospital mortality by integrating longitudinal and category data in electronic health records.
Meikun Ma, Xiaoyan Hao, Jumin Zhao, Shijie Luo, Yi Liu

Med Biol Eng Comput· July 2023

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Automatic segmentation of rectal tumors from MRI using multiscale densely connected convolutional neural network based on attention mechanism.
Kenan Zhang, Xiaotang Yang, Yanfen Cui, Jumin Zhao, Dengao Li

Phys Med Biol· July 2023

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Dual parallel net: A novel deep learning model for rectal tumor segmentation via CNN and transformer with Gaussian Mixture prior.
Huiting Zhang, Xiaotang Yang, Dengao Li, Yanfen Cui, Jumin Zhao

J Biomed Inform· March 2023

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A deep learning system for heart failure mortality prediction.
Dengao Li, Jian Fu, Jumin Zhao, Junnan Qin, Lihui Zhang

PLoS One· February 2023

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RAEN: Rate Adaptation for Effective Nodes in Backscatter Networks.
Jumin Zhao, Qi Liu, Dengao Li, Qiang Wang, Ruiqin Bai

Sensors (Basel)· June 2022

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Improved U-Net based on contour prediction for efficient segmentation of rectal cancer.
Dengao Li, Xiaohui Chu, Yanfen Cui, Jumin Zhao, Kenan Zhang

Comput Methods Programs Biomed· January 2022

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New convolutional neural network model for screening and diagnosis of mammograms.
Chen Zhang, Jumin Zhao, Jing Niu, Dengao Li

PLoS One· October 2020

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Classification of breast density categories based on SE-Attention neural networks.
Jian Deng, Yanyun Ma, Deng-Ao Li, Jumin Zhao, Yi Liu

Comput Methods Programs Biomed· September 2020

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Combining multi-scale feature fusion with multi-attribute grading, a CNN model for benign and malignant classification of pulmonary nodules.
Jumin Zhao, Chen Zhang, Dengao Li, Jing Niu

J Digit Imaging· August 2020

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Channel Prediction Based on BP Neural Network for Backscatter Communication Networks.
Jumin Zhao, Hao Tian, Deng-Ao Li

Sensors (Basel)· January 2020

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Fast and Reliable Burst Data Transmission for Backscatter Communications.
Jumin Zhao, Xiaojuan Liu, Dengao Li

Sensors (Basel)· December 2019

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Intelligent Management of Chemical Warehouses with RFID Systems.
Jumin Zhao, Fangfang Xue, Deng-Ao Li

Sensors (Basel)· December 2019

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Autodetection of J Wave Based on Random Forest with Synchrosqueezed Wavelet Transform.
Dengao Li, Xinyan Liu, Jumin Zhao, Jie Zhou

Biomed Res Int· January 2019

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An effective way of J wave separation based on multilayer NMF.
Deng-ao Li, Jing-ang Lv, Ju-min Zhao, Jin Zhang

Comput Math Methods Med· June 2015

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[Separation and purification of proteins on monolithic anion-exchange columns].
Yihua Zhang, Gengliang Yang, Xiaole Zhang, Jumin Zhao, Liping Cai

Se Pu· May 2005

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[Separation of interleukin-18 on a weak anion exchange monolithic column].
Jumin Zhao, Gengliang Yang, Chao Zheng, Haiyan Liu, Manman Wang

Se Pu· March 2005

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