Synthesizing Filamentary Structured Images with GANs. - He Zhao 002; Huiqi Li; Li Cheng 001 (CoRR, 2017)

Segment 2D and 3D Filaments by Learning Structured and Contextual Features. - Lin Gu 003; Xiaowei Zhang 002; He Zhao 002; Huiqi Li; Li Cheng 001 (IEEE Trans. Medical Imaging, 2017)

Synthesizing retinal and neuronal images with generative adversarial nets. - He Zhao 002; Huiqi Li; Sebastian Maurer-Stroh; Li Cheng 001 (Medical Image Anal., 2018)

Data-Driven Enhancement of Blurry Retinal Images via Generative Adversarial Networks. - He Zhao 002; Bingyu Yang; Lvchen Cao; Huiqi Li (MICCAI (1), 2019)

Supervised Segmentation of Un-Annotated Retinal Fundus Images by Synthesis. - He Zhao 002; Huiqi Li; Sebastian Maurer-Stroh; Yuhong Guo; Qiuju Deng; Li Cheng 001 (IEEE Trans. Medical Imaging, 2019)

Retinal vascular junction detection and classification via deep neural networks. - He Zhao 002; Yun Sun; Huiqi Li (Comput. Methods Programs Biomed., 2020)

Improving retinal vessel segmentation with joint local loss by matting. - He Zhao 002; Huiqi Li; Li Cheng 001 (Pattern Recognit., 2020)

Peripapillary Atrophy Segmentation with Boundary Guidance. - Mengxuan Li 001; He Zhao 002; Jie Xu 010; Huiqi Li (OMIA@MICCAI, 2021)

Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features. - He Zhao 002; Yuexiang Li; Nanjun He; Kai Ma 002; Leyuan Fang; Huiqi Li; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 2021)

Deep Representation-Based Domain Adaptation for Nonstationary EEG Classification. - He Zhao 002; Qingqing Zheng; Kai Ma 002; Huiqi Li; Yefeng Zheng 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Peripapillary Atrophy Segmentation Based on ASM Loss. - Mengxuan Li 001; He Zhao 002; Jie Xu 010; Huiqi Li (ISBI, 2022)

MSRT: Multi-Scale Spatial Regularization Transformer For Multi-Label Classification in Calcaneus Radiograph. - Yuxuan Mu; He Zhao 002; Jia Guo; Huiqi Li (ISBI, 2022)

First Trimester Video Saliency Prediction Using Clstmu-Net with Stochastic Augmentation. - Elizaveta Savochkina; Lok Hin Lee; He Zhao 002; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ISBI, 2022)

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)

End-to-End First Trimester Fetal Ultrasound Video Automated CRL And NT Segmentation. - Robail Yasrab; Zeyu Fu; Lior Drukker; Lok Hin Lee; He Zhao 002; Aris T. Papageorghiou; J. Alison Noble (ISBI, 2022)

Towards Unsupervised Ultrasound Video Clinical Quality Assessment with Multi-modality Data. - He Zhao 002; Qingqing Zheng; Clare Teng; Robail Yasrab; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (MICCAI (4), 2022)

Towards Standard Plane Prediction of Fetal Head Ultrasound with Domain Adaption. - Qianhui Men; He Zhao 002; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (ISBI, 2023)

Automated Description and Workflow Analysis of Fetal Echocardiography in First-Trimester Ultrasound Video Scans. - Robail Yasrab; Mohammad Alsharid; Md. Mostafa Kamal Sarker; He Zhao 002; Aris T. Papageorghiou; J. Alison Noble (ISBI, 2023)

Dual Conditioned Diffusion Models for Out-of-Distribution Detection: Application to Fetal Ultrasound Videos. - Divyanshu Mishra; He Zhao 002; Pramit Saha; Aris T. Papageorghiou; J. Alison Noble (MICCAI (1), 2023)

Ultrasound Video Segmentation with Adaptive Temporal Memory. - He Zhao 002; Qianhui Men; Alexander D. Gleed; Aris T. Papageorghiou; J. Alison Noble (ASMUS@MICCAI, 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)

A Machine Learning Method for Automated Description and Workflow Analysis of First Trimester Ultrasound Scans. - Robail Yasrab; Zeyu Fu; He Zhao 002; Lok Hin Lee; Harshita Sharma; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (IEEE Trans. Medical Imaging, 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)

Semi-supervised peripapillary atrophy segmentation with shape constraint. - Mengxuan Li 001; Weihang Zhang; Ruixiao Yang; Jie Xu 010; He Zhao 002; Huiqi Li (Comput. Biol. Medicine, 2023)

Memory-based unsupervised video clinical quality assessment with multi-modality data in fetal ultrasound. - He Zhao 002; Qingqing Zheng; Clare Teng; Robail Yasrab; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (Medical Image Anal., 2023)

STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep Videos. - Divyanshu Mishra; Pramit Saha; He Zhao 002; Olga Patey; Aris T. Papageorghiou; J. Alison Noble (MICCAI (4), 2024)

A spatiotemporal convolution recurrent neural network for pixel-level peripapillary atrophy prediction using sequential fundus images. - Mengxuan Li 001; Weihang Zhang; He Zhao 002; Yubin Xu; Jie Xu 010; Huiqi Li (Appl. Soft Comput., 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)

MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer. - Divyanshu Mishra; Pramit Saha; He Zhao 002; Netzahualcoyotl Hernandez-Cruz; Olga Patey; Aris T. Papageorghiou; J. Alison Noble (AAAI, 2025)

Two-stage sand-dust image enhancement method based on concentration scaling and domain adaptation. - Yuting Yu; Zhidong Yang; Ruiheng Zhang 001; Bosheng Ding; Lixin Xu 001; He Zhao 002 (Knowl. Based Syst., 2025)

ScanAhead: Simplifying standard plane acquisition of fetal head ultrasound. - Qianhui Men; He Zhao 002; Lior Drukker; Aris T. Papageorghiou; J. Alison Noble (Medical Image Anal., 2025)

TIER-LOC: Visual Query-based Video Clip Localization in fetal ultrasound videos with a multi-tier transformer. - Divyanshu Mishra; Pramit Saha; He Zhao 002; Netzahualcoyotl Hernandez-Cruz; Olga Patey; Aris T. Papageorghiou; J. Alison Noble (Medical Image Anal., 2025)

FasterSal: Robust and Real-Time Single-Stream Architecture for RGB-D Salient Object Detection. - Jing Zhang 037; Ruiheng Zhang 001; Lixin Xu 001; Xiankai Lu; Yushu Yu; Min Xu 001; He Zhao 002 (IEEE Trans. Multim., 2025)