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Junhua Chen
Junhua Chen
PhD from Maastricht University
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Year
Lung Cancer Diagnosis Using Deep Attention Based on Multiple Instance Learning and Radiomics
J Chen, H Zeng, C Zhang, Z Shi, A Dekker, L Wee, I Bermejo
Medical Physics 49 (5), 3134-3143, 2022
232022
Generative models improve radiomics reproducibility in low dose CTs: a simulation study
J Chen, C Zhang, A Traverso, I Zhovannik, A Dekker, L Wee, I Bermejo
Physics in Medicine & Biology 66 (16), 165002, 2021
172021
A solution to reconstruct cross-cut shredded text documents based on constrained seed K-means algorithm and ant colony algorithm
J Chen, M Tian, X Qi, W Wang, Y Liu
Expert Systems with Applications 127, 35-46, 2019
152019
A high splicing accuracy solution to reconstruction of cross-cut shredded text document problem
J Chen, D Ke, Z Wang, Y Liu
Multimedia Tools and Applications 77, 19281-19300, 2018
142018
Improving Reproducibility and Performance of Radiomics in Low Dose CT using Cycle GANs
J Chen, L Wee, A Dekker, I Bermejo
Journal of Applied Clinical Medical Physics 23 (10), e13739, 2022
102022
Generative models improve radiomics performance in different tasks and different datasets: An experimental study
J Chen, I Bermejo, A Dekker, L Wee
Physica Medica 98, 11-17, 2022
92022
Deep learning based unpaired image-to-image translation applications for medical physics: a systematic review
J Chen, S Chen, L Wee, A Dekker, I Bermejo
Physics in Medicine & Biology 68 (5), 05TR01, 2023
72023
Using 3D deep features from CT scans for cancer prognosis based on a video classification model: A multi‐dataset feasibility study
J Chen, L Wee, A Dekker, I Bermejo
Medical Physics 50 (7), 4220-4233, 2023
32023
波阵面视角下的车辆拥堵分析
邵江, 胡晓晓, 白宝钢, 王长红, 朱晨杰, 陈军华
浙江大学学报: 理学版 43 (4), 481-491, 2016
22016
Are all shortcuts in encoder–decoder networks beneficial for CT denoising?
J Chen, C Zhang, L Wee, A Dekker, I Bermejo
Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2023
12023
Real-time location of surgical incisions in cataract phacoemulsification
J Chen, X Qi, W Wang, B Li, Y Liu
Multimedia Tools and Applications 79, 30311-30327, 2020
12020
Generative models improve radiomics: reproducibility and performance in low dose CTs
J Chen
2023
Coronary Artery Centerline Tracking and Coronary Artery Tree Segmenting in X-ray Angiographic Images
J Chen, Y Yang, M Tian, X Qi, Y Liu
Journal of Medical Imaging and Health Informatics 8 (6), 1226-1232, 2018
2018
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