Publications

2024

1. A comprehensive survey on deep active learning in medical image analysis
   Haoran Wang, Qiuye Jin, Shiman Li, Siyu Liu, Manning Wang, Zhijian Song
   Medical Image Analysis (2023 IF = 10.3), 2023
   Paper | arXiv | Paper List | Code

2. Preoperative Molecular Subtype Classification Prediction of Ovarian Cancer Based on Multi-Parametric Magnetic Resonance Imaging Multi-Sequence Feature Fusion Network
   Yijiang Du, Tingting Wang, Linhao Qu, Haiming Li, Qinhao Guo, Haoran Wang, Xinyuan Liu, Xiaohua Wu, Zhijian Song
   Bioengineering (2023 IF = 4.6), 2024
   Paper

3. White matter biomarker for predicting de novo Parkinson’s disease using tract-based spatial statistics: a machine learning-based model
   Qi Zhang, Haoran Wang, Yonghong Shi, Wensheng Li
   Quantitative Imaging in Medicine and Surgery (2023 IF = 2.8), 2024
   Paper

4. Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation
   Shiman Li, Haoran Wang, Yucong Meng, Chenxi Zhang, Zhijian Song
   Physics in Medicine and Biology (2023 IF = 3.5), 2024
   Paper | arXiv

2023

1. PI-NeRF: A Partial-Invertible Neural Radiance Fields for Pose Estimation
   Zhihao Li, Kexue Fu, Haoran Wang, Manning Wang
   ACM International Conference on Multimedia (CCF-A), 2023
   Paper

2. Improving Brain Tumor Segmentation with Anatomical Prior-Informed Pre-training
   Kang Wang, Zeyang Li, Haoran Wang, Siyu Liu, Mingyuan Pan, Manning Wang, Shuo Wang, Zhijian Song
   Frontiers in Medicine (2023 IF = 3.9)
   Paper

3. CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstruction
   Chengyan Wang, Jun Lyu, Shuo Wang, Chen Qin, Kunyuan Guo, Xinyu Zhang, Xiaotong Yu, Yan Li, Fanwen Wang, Jianhua Jin, Zhang Shi, Ziqiang Xu, Yapeng Tian, Sha Hua, Zhensen Chen, Meng Liu, Mengting Sun, Xutong Kuang, Kang Wang, Haoran Wang, Hao Li, Yinghua Chu, Guang Yang, Wenjia Bai, Xiahai Zhuang, He Wang, Jing Qin, Xiaobo Qu
   arXiv preprint, 2023
   arXiv

4. Segmentation of Portal Vein in Multiphase CTA Image Based on Unsupervised Domain Transfer and Pseudo Label
   Genshen Song, Ziyue Xie, Haoran Wang, Shiman Li, Demin Yao, Shiyao Chen, Yonghong Shi
   Diagnostics (2023 IF = 3.6), 2023
   Paper

2022

1. EndoBoost: a plug-and-play module for false positive suppression during computer-aided polyp detection in real-world colonoscopy (with dataset)
   Haoran Wang^*, Yan Zhu^*, Wenzheng Qin^*, Yizhe Zhang, Pinghong Zhou, Quanlin Li, Shuo Wang, Zhijian Song
   arXiv preprint, 2022
   arXiv | Code | Project Page

2. The Extreme Cardiac MRI Analysis Challenge under Respiratory Motion (CMRxMotion)
   Shuo Wang, Chen Qin, Chengyan Wang, Kang Wang, Haoran Wang, Chen Chen, Cheng Ouyang, Xutong Kuang, Chengliang Dai, Yuanhan Mo, Zhang Shi, Chenchen Dai, Xinrong Chen, He Wang, Wenjia Bai
   arXiv preprint, 2022
   arXiv

3. Deep active learning models for imbalanced image classification
   Qiuye Jin, Mingzhi Yuan, Haoran Wang, Manning Wang, Zhijian Song
   Knowledge-Based Systems (2023 IF = 8.8), 2022
   Paper

4. Cold-start active learning for image classification
   Qiuye Jin, Mingzhi Yuan, Shiman Li, Haoran Wang, Manning Wang, Zhijian Song
   Information Sciences (2023 IF = 8.1), 2022
   Paper

5. Prediction model of hemorrhage transformation in patient with acute ischemic stroke based on multiparametric MRI radiomics and machine learning
   Yucong Meng^*, Haoran Wang^*, Chuanfu Wu^*, Xiaoyu Liu, Linhao Qu, Yonghong Shi
   Brain Sciences (2023 IF = 3.3), 2022
   Paper

2021

1. Quality-Aware Model Ensemble for Brain Tumor Segmentation
   Kang Wang^*, Haoran Wang^*, Zeyang Li, Mingyuan Pan, Manning Wang, Shuo Wang, Zhijian Song
   MICCAI BrainLes Workshop, 2021
   Paper