王书强
博士，研究员，博士生导师, 中心副主任， 广东省杰青
先后在华为-诺亚方舟实验室、香港大学李嘉诚医学院和中科院深圳先进技术研究院从事机器学习，脑网络计算、医学图像分析和大数据分析技术等领域的研究。作为项目负责人主持国家自然科学基金(4项)、广东省国际合作项目、深圳市科创委重点项目等20余项；在IEEE TMI/TIP/TNNLS/TSMC/TSP//TII/TASE, Medical Image Analysis 等国际权威期刊和ICLR, MICCAI 等国际权威会议发表论文100余篇；已授权美国/日本发明专利5项，中国发明专利29项。入选斯坦福大学“全球前2%顶尖科学家”；担任期刊Frontiers in Neuroscience, Brain Informatics, Big Data and Cloud Innovation编委; IEEE Senior Member, 中国人工智能学会模式识别专委, 阿尔茨海默病防治协会人工智能专委会委员。
联系方式：sq.wang@siat.ac.cn
代表论文：
1. Fine Perceptive GANs for Brain MR Image Super-Resolution in Wavelet Domain, IEEE Transactions on Neural Networks and Learning Systems, DOI:10.1109/TNNLS.2022.3153088, 2022 （IF=14.2)
2. LAC-GAN: Lesion attention conditional GAN for Ultra-widefield image synthesis, Neural Networks, 2023, 158:89–98
3. Morphological feature visualization of Alzheimer's disease via Multidirectional Perception GAN, IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2021.3118369, 2021, （IF=14.2 )
4. Multi-scale enhanced graph convolutional network for mild cognitive impairment detection, Pattern Recognition, 2023, 134, 109106，（IF=8.5, Q1）
5. Joint 3D trajectory and resource optimization in multi-UAV enabled IoT networks with wireless power transfer, IEEE Internet of Things Journal, 8(10):7833-7848, 2021 (IF=10.2 Q1)
6. Effective Distributed Learning with Random Features: Improved Bounds and Algorithms, ICLR, 2021
7. Tensorizing GAN with High-Order Pooling for Alzheimer’s Disease Assessment, IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2021.3063516, 33(9): 4945-4959, 2022 （IF=14.2 Q1)
8. Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis, IEEE Transactions on Medical Imaging, DOI: 10.1109/TMI.2021.3107013, 41(1): 145-157, 2022, (IF=11, Q1)
9. Insights Into Algorithms for Separable Nonlinear Least Squares Problems, IEEE Transactions on Image Processing, 30: 1207-1218, 2021（IF=10.3 JCR Q1)
10. Diabetic Retinopathy Diagnosis using Multi-channel Generative Adversarial Network with Semi-supervision, IEEE Transactions on Automation Science and Engineering, 18(2):574-585, 2021, （IF=5.2 Q1）
11. An Ensemble based Densely-Connected Deep Learning System for Assessment of Skeletal Maturity, IEEE Transactions on Systems, Man and Cybernetics: Systems, 2022, 52(1):426-437, （IF=13.4 Q1)
12. Skin Lesion Segmentation via Generative Adversarial Networks with Dual Discriminators, Medical Image Analysis, 64: 10716, 2020 （IF=11.1，Q1)
13. Brain MR to PET Synthesis via Bidirectional Generative Adversarial Network, MICCAI 2020, LNCS 12262:698-707, 2020
14. Multi-Scale Enhanced Graph Convolutional Network for Early Mild Cognitive Impairment Detection, MICCAI 2020, LNCS 12267: 228–237, 2020.
15. Deep and joint learning of longitudinal data for Alzheimer’s disease prediction, Pattern Recognition, 10: 107247, 2020（IF=8.5, Q1）
16. Dominant-modes-based Sliding Mode Observer for Estimation of Temperature Distribution in Rapid Thermal Processing System, IEEE Transactions on Industrial Informatics, 15(5): 2673-2681, 2019 （IF:9.1 Q1）
17. Subcarrier Pairing Based Resource Optimization for OFDM Wireless Powered Relay Transmissions with Time Switching Scheme, IEEE Transactions on Signal Processing, 65(5): 1130-1145, 2017. （IF:5.2 Q1）
