Ningli Wang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 24

Top Topics

Image Classification

Unlabeled Samples

Top Venues

IEEE J. Biomed. Health Informatics

Comput. Medical Imaging Graph.

Publications

Xikai Yang, Jian Wu, Xi Wang, Yuchen Yuan, Ningli Wang, Pheng-Ann Heng
Multi-scale Spatio-temporal Transformer-based Imbalanced Longitudinal Learning for Glaucoma Forecasting from Irregular Time Series Images. CoRR (2024)
Shuai Lu, Weihang Zhang, Jia Guo, Hanruo Liu, Huiqi Li, Ningli Wang
PatchCL-AE: Anomaly detection for medical images using patch-wise contrastive learning-based auto-encoder. Comput. Medical Imaging Graph. 114 (2024)
Mengtian Kang, Yansong Hu, Shuo Gao, Yuanyuan Liu, Hongbei Meng, Xuemeng Li, Xuhang Chen, Hubin Zhao, Jing Fu, Guohua Hu, Wei Wang, Yanning Dai, Arokia Nathan, Peter Smielewski, Ningli Wang, Shiming Li
Deep Learning-Based Longitudinal Prediction of Childhood Myopia Progression Using Fundus Image Sequences and Baseline Refraction Data. CoRR (2024)
Jiaqi Wang, Mengtian Kang, Yong Liu, Chi Zhang, Ying Liu, Shiming Li, Yue Qi, Wenjun Xu, Chenyu Tang, Edoardo Occhipinti, Mayinuer Yusufu, Ningli Wang, Weiling Bai, Shuo Gao, Luigi G. Occhipinti
SSVT: Self-Supervised Vision Transformer For Eye Disease Diagnosis Based On Fundus Images. CoRR (2024)
Jiawei Du, Jia Guo, Weihang Zhang, Shengzhu Yang, Hanruo Liu, Huiqi Li, Ningli Wang
RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic Reports. CoRR (2024)
Yong Liu, Mengtian Kang, Shuo Gao, Chi Zhang, Ying Liu, Shiming Li, Yue Qi, Arokia Nathan, Wenjun Xu, Chenyu Tang, Edoardo Occhipinti, Mayinuer Yusufu, Ningli Wang, Weiling Bai, Luigi G. Occhipinti
Diagnosis of Multiple Fundus Disorders Amidst a Scarcity of Medical Experts Via Self-supervised Machine Learning. CoRR (2024)
Shuai Lu, Weihang Zhang, He Zhao, Hanruo Liu, Ningli Wang, Huiqi Li
Anomaly Detection for Medical Images Using Heterogeneous Auto-Encoder. IEEE Trans. Image Process. 33 (2024)
Bingyu Yang, Lvchen Cao, He Zhao, Huiqi Li, Hanruo Liu, Ningli Wang
Adaptive enhancement of cataractous retinal images for contrast standardization. Medical Biol. Eng. Comput. 62 (2) (2024)
Yutaka Nagashima, Zijin Xu, Ningli Wang, Daniel Sebastian Goc, James Bang
Template-Based Conjecturing for Automated Induction in Isabelle/HOL. FSEN (2023)
Lize Jia, Jia Guo, Weihang Zhang, Hanruo Liu, Ningli Wang, Huiqi Li
Semi-Supervised Learning with Out-of-Distribution Unlabeled Samples for Retinal Image Classification. ISBI (2023)
Bingyu Yang, He Zhao, Lvchen Cao, Hanruo Liu, Ningli Wang, Huiqi Li
Retinal image enhancement with artifact reduction and structure retention. Pattern Recognit. 133 (2023)
Jianing Qiu, Jian Wu, Hao Wei, Peilun Shi, Minqing Zhang, Yunyun Sun, Lin Li, Hanruo Liu, Hongyi Liu, Simeng Hou, Yuyang Zhao, Xuehui Shi, Junfang Xian, Xiaoxia Qu, Sirui Zhu, Lijie Pan, Xiaoniao Chen, Xiaojia Zhang, Shuai Jiang, Kebing Wang, Chenlong Yang, Mingqiang Chen, Sujie Fan, Jianhua Hu, Aiguo Lv, Hui Miao, Li Guo, Shujun Zhang, Cheng Pei, Xiaojuan Fan, Jianqin Lei, Ting Wei, Junguo Duan, Chun Liu, Xiaobo Xia, Siqi Xiong, Junhong Li, Benny Lo, Yih Chung Tham, Tien Yin Wong, Ningli Wang, Wu Yuan
VisionFM: a Multi-Modal Multi-Task Vision Foundation Model for Generalist Ophthalmic Artificial Intelligence. CoRR (2023)
Shuai Lu, He Zhao, Hanruo Liu, Huiqi Li, Ningli Wang
PKRT-Net: Prior knowledge-based relation transformer network for optic cup and disc segmentation. Neurocomputing 538 (2023)
Tingxin Hu, Bingyu Yang, Jia Guo, Weihang Zhang, Hanruo Liu, Ningli Wang, Huiqi Li
A fundus image classification framework for learning with noisy labels. Comput. Medical Imaging Graph. 108 (2023)
Yun Sun, Yu Li, Fengju Zhang, He Zhao, Hanruo Liu, Ningli Wang, Huiqi Li
A deep network using coarse clinical prior for myopic maculopathy grading. Comput. Biol. Medicine 154 (2023)
Jianing Qiu, Lin Li, Jiankai Sun, Jiachuan Peng, Peilun Shi, Ruiyang Zhang, Yinzhao Dong, Kyle Lam, Frank P.-W. Lo, Bo Xiao, Wu Yuan, Ningli Wang, Dong Xu, Benny P. L. Lo
Large AI Models in Health Informatics: Applications, Challenges, and the Future. IEEE J. Biomed. Health Informatics 27 (12) (2023)
Xiaofei Wang, Mai Xu, Jicong Zhang, Lai Jiang, Liu Li, Mengxian He, Ningli Wang, Hanruo Liu, Zulin Wang
Joint Learning of Multi-Level Tasks for Diabetic Retinopathy Grading on Low-Resolution Fundus Images. IEEE J. Biomed. Health Informatics 26 (5) (2022)
Yutaka Nagashima, Zijin Xu, Ningli Wang, Daniel Sebastian Goc, James Bang
Property-Based Conjecturing for Automated Induction in Isabelle/HOL. CoRR (2022)
Shengzhu Yang, Xi Zhang, He Zhao, Huiqi Li, Hanruo Liu, Ningli Wang
AMD Classification Based on Adversarial Domain Adaptation with Center Loss. ISBI (2022)
Yongli Xu, Man Hu, Hanruo Liu, Hao Yang, Huaizhou Wang, Shuai Lu, Tianwei Liang, Xiaoxing Li, Mai Xu, Liu Li, Huiqi Li, Xin Ji, Zhijun Wang, Li Li, Robert N. Weinreb, Ningli Wang
A hierarchical deep learning approach with transparency and interpretability based on small samples for glaucoma diagnosis. npj Digit. Medicine 4 (2021)
Yue Zhang, Ningli Wang, Hanruo Liu
Applications of Artificial Intelligence in the Screening of Glaucoma in China. J. Medical Syst. 44 (7) (2020)
Liu Li, Mai Xu, Hanruo Liu, Yang Li, Xiaofei Wang, Lai Jiang, Zulin Wang, Xiang Fan, Ningli Wang
A Large-Scale Database and a CNN Model for Attention-Based Glaucoma Detection. IEEE Trans. Medical Imaging 39 (2) (2020)
Shaofeng Han, Rujing Wu, Changyan He, Iulian Iordachita, Ningli Wang, Yang Yang
Tissue Cutting Properties in Robot-assisted Scleral Flap Preparation. ISMR (2020)
Peng Zhou, Jieqiong Wang, Ting Li, Ningli Wang, Junfang Xian, Huiguang He
Abnormal interhemispheric resting-state functional connectivity in primary open-angle glaucoma. EMBC (2016)
Suicheng Gu, Yi Zhen, Ningli Wang, Jiantao Pu
Computerized detection of retina blood vessel using a piecewise line fitting approach. Medical Imaging: Computer-Aided Diagnosis (2013)