Computerized detection of retina blood vessel using a piecewise line fitting approach. - Suicheng Gu; Yi Zhen; Ningli Wang; Jiantao Pu (Computer-Aided Diagnosis, 2013)

Abnormal interhemispheric resting-state functional connectivity in primary open-angle glaucoma. - Peng Zhou; Jieqiong Wang; Ting Li; Ningli Wang; Junfang Xian; Huiguang He (EMBC, 2016)

Tissue Cutting Properties in Robot-assisted Scleral Flap Preparation. - Shaofeng Han; Rujing Wu; Changyan He; Iulian Iordachita; Ningli Wang; Yang Yang 103 (ISMR, 2020)

Applications of Artificial Intelligence in the Screening of Glaucoma in China. - Yue Zhang; Ningli Wang; Hanruo Liu (J. Medical Syst., 2020)

A Large-Scale Database and a CNN Model for Attention-Based Glaucoma Detection. - Liu Li; Mai Xu; Hanruo Liu; Yang Li 010; Xiaofei Wang 004; Lai Jiang; Zulin Wang; Xiang Fan; Ningli Wang (IEEE Trans. Medical Imaging, 2020)

A hierarchical deep learning approach with transparency and interpretability based on small samples for glaucoma diagnosis. - Yongli Xu; Man Hu 003; Hanruo Liu; Hao Yang 008; Huaizhou Wang; Shuai Lu 003; Tianwei Liang; Xiaoxing Li; Mai Xu; Liu Li; Huiqi Li; Xin Ji; et al. (npj Digit. Medicine, 2021)

AMD Classification Based on Adversarial Domain Adaptation with Center Loss. - Shengzhu Yang; Xi Zhang; He Zhao 002; Huiqi Li; Hanruo Liu; Ningli Wang (ISBI, 2022)

Property-Based Conjecturing for Automated Induction in Isabelle/HOL. - Yutaka Nagashima; Zijin Xu; Ningli Wang; Daniel Sebastian Goc; James Bang (CoRR, 2022)

Joint Learning of Multi-Level Tasks for Diabetic Retinopathy Grading on Low-Resolution Fundus Images. - Xiaofei Wang 004; Mai Xu; Jicong Zhang; Lai Jiang; Liu Li; Mengxian He; Ningli Wang; Hanruo Liu; Zulin Wang (IEEE J. Biomed. Health Informatics, 2022)

Template-Based Conjecturing for Automated Induction in Isabelle/HOL. - Yutaka Nagashima; Zijin Xu; Ningli Wang; Daniel Sebastian Goc; James Bang (FSEN, 2023)

Semi-Supervised Learning with Out-of-Distribution Unlabeled Samples for Retinal Image Classification. - Lize Jia; Jia Guo; Weihang Zhang; Hanruo Liu; Ningli Wang; Huiqi Li (ISBI, 2023)

VisionFM: a Multi-Modal Multi-Task Vision Foundation Model for Generalist Ophthalmic Artificial Intelligence. - Jianing Qiu; Jian Wu; Hao Wei; Peilun Shi; Minqing Zhang; Yunyun Sun; Lin Li 070; Hanruo Liu; Hongyi Liu; Simeng Hou; Yuyang Zhao; Xuehui Shi; et al. (CoRR, 2023)

Retinal image enhancement with artifact reduction and structure retention. - Bingyu Yang; He Zhao 002; Lvchen Cao; Hanruo Liu; Ningli Wang; Huiqi Li (Pattern Recognit., 2023)

A deep network using coarse clinical prior for myopic maculopathy grading. - Yun Sun; Yu Li; Fengju Zhang; He Zhao 002; Hanruo Liu; Ningli Wang; Huiqi Li (Comput. Biol. Medicine, 2023)

PKRT-Net: Prior knowledge-based relation transformer network for optic cup and disc segmentation. - Shuai Lu 003; He Zhao 002; Hanruo Liu; Huiqi Li; Ningli Wang (Neurocomputing, 2023)

A fundus image classification framework for learning with noisy labels. - Tingxin Hu; Bingyu Yang; Jia Guo; Weihang Zhang; Hanruo Liu; Ningli Wang; Huiqi Li (Comput. Medical Imaging Graph., 2023)

Large AI Models in Health Informatics: Applications, Challenges, and the Future. - Jianing Qiu; Lin Li 070; Jiankai Sun; Jiachuan Peng; Peilun Shi; Ruiyang Zhang; Yinzhao Dong; Kyle Lam; Frank P.-W. Lo; Bo Xiao 002; Wu Yuan 001; Ningli Wang; et al. (IEEE J. Biomed. Health Informatics, 2023)

SSVT: Self-Supervised Vision Transformer For Eye Disease Diagnosis Based On Fundus Images. - Jiaqi Wang 016; Mengtian Kang; Yong Liu; Chi Zhang; Ying Liu; Shiming Li; Yue Qi; Wenjun Xu; Chenyu Tang; Edoardo Occhipinti; Mayinuer Yusufu; Ningli Wang; et al. (ISBI, 2024)

RET-CLIP: A Retinal Image Foundation Model Pre-trained with Clinical Diagnostic Reports. - Jiawei Du; Jia Guo; Weihang Zhang; Shengzhu Yang; Hanruo Liu; Huiqi Li; Ningli Wang (MICCAI (12), 2024)

Coarse-to-Fine Latent Diffusion Model for Glaucoma Forecast on Sequential Fundus Images. - Yuhan Zhang 001; Kun Huang; Xikai Yang; Xiao Ma 011; Jian Wu; Ningli Wang; Xi Wang 013; Pheng-Ann Heng (MICCAI (5), 2024)

PatchCL-AE: Anomaly detection for medical images using patch-wise contrastive learning-based auto-encoder. - Shuai Lu 003; Weihang Zhang; Jia Guo; Hanruo Liu; Huiqi Li; Ningli Wang (Comput. Medical Imaging Graph., 2024)

Multi-scale Spatio-temporal Transformer-based Imbalanced Longitudinal Learning for Glaucoma Forecasting from Irregular Time Series Images. - Xikai Yang; Jian Wu; Xi Wang 013; Yuchen Yuan; Ningli Wang; Pheng-Ann Heng (CoRR, 2024)

Deep Learning-Based Longitudinal Prediction of Childhood Myopia Progression Using Fundus Image Sequences and Baseline Refraction Data. - Mengtian Kang; Yansong Hu; Shuo Gao 001; Yuanyuan Liu; Hongbei Meng; Xuemeng Li; Xuhang Chen 001; Hubin Zhao; Jing Fu; Guohua Hu; Wei Wang; Yanning Dai; et al. (CoRR, 2024)

ViLReF: A Chinese Vision-Language Retinal Foundation Model. - Shengzhu Yang; Jiawei Du; Jia Guo; Weihang Zhang; Hanruo Liu; Huiqi Li; Ningli Wang (CoRR, 2024)

Wearable intelligent throat enables natural speech in stroke patients with dysarthria. - Chenyu Tang; Shuo Gao 001; Cong Li; Wentian Yi; Yuxuan Jin; Xiaoxue Zhai; Sixuan Lei; Hongbei Meng; Zibo Zhang; Muzi Xu; Shengbo Wang; Xuhang Chen 003; et al. (CoRR, 2024)

Anomaly Detection for Medical Images Using Heterogeneous Auto-Encoder. - Shuai Lu 003; Weihang Zhang; He Zhao 002; Hanruo Liu; Ningli Wang; Huiqi Li (IEEE Trans. Image Process., 2024)

Adaptive enhancement of cataractous retinal images for contrast standardization. - Bingyu Yang; Lvchen Cao; He Zhao 002; Huiqi Li; Hanruo Liu; Ningli Wang (Medical Biol. Eng. Comput., 2024)

Automatic diagnosis of myopic maculopathy using continuous severity ranking labels. - Yun Sun; Yu Li; Weihang Zhang; Fengju Zhang; Hanruo Liu; Ningli Wang; Huiqi Li (Clust. Comput., 2024)

Diagnosis of Multiple Fundus Disorders Amidst a Scarcity of Medical Experts via Self-Supervised Machine Learning. - Yong Liu; Mengtian Kang; Shuo Gao 001; Chi Zhang; Ying Liu; Shiming Li; Yue Qi; Arokia Nathan; Wenjun Xu; Chenyu Tang; Edoardo Occhipinti; Mayinuer Yusufu; et al. (IEEE Internet Things J., 2025)

RetSTA: An LLM-Based Approach for Standardizing Clinical Fundus Image Reports. - Jiushen Cai; Weihang Zhang; Hanruo Liu; Ningli Wang; Huiqi Li (CoRR, 2025)

CLIPin: A Non-contrastive Plug-in to CLIP for Multimodal Semantic Alignment. - Shengzhu Yang; Jiawei Du; Shuai Lu 003; Weihang Zhang; Ningli Wang; Huiqi Li (CoRR, 2025)