Skip to content

Home Search Authors Pakistan News Saved

SciRah

SciRah does not host or store research papers. Results come live from free, official scholarly APIs, and every paper links back to its original source.

Data sources

OpenAlex
Semantic Scholar
Crossref
CORE
arXiv
PubMed

Privacy policy Terms of service

Yalin Zheng · SciRah

Researcher profile · Semantic Scholar

Yalin Zheng

Share profile

Yalin Zheng — researcher profile on SciRah

h-index: 41
Works: 249
Citations: 7,753

Most-cited papers

DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification
Hong-Run Zhang, Y. Meng, Yitian Zhao, Yihong Qiao +3 more
2022Computer Vision and Pattern Recognition569 citations Open access
Semantic Scholar
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model
Yuhui Ma, Huaying Hao, Jianyang Xie, H. Fu +6 more
2020IEEE Transactions on Medical Imaging305 citations Open access
Semantic Scholar
CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation
Lei Mou, Yitian Zhao, Li Chen, Jun Cheng +6 more
2019International Conference on Medical Image Computing and Computer-Assisted Intervention295 citations
Semantic Scholar
An artificial intelligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation study
Bryan M. Williams, David Borroni, Rong-Jun Liu, Yitian Zhao +12 more
2019Diabetologia133 citations Open access
Semantic Scholar
Spatial Uncertainty-Aware Semi-Supervised Crowd Counting
Y. Meng, Hong-Run Zhang, Yitian Zhao, Xiaoyun Yang +3 more
2021IEEE International Conference on Computer Vision112 citations Open access
Semantic Scholar
Graph-Based Region and Boundary Aggregation for Biomedical Image Segmentation
Y. Meng, Hong-Run Zhang, Yitian Zhao, Xiaoyun Yang +4 more
2021IEEE Transactions on Medical Imaging99 citations
Semantic Scholar
TransBridge: A Lightweight Transformer for Left Ventricle Segmentation in Echocardiography
Kai-Zhong Deng, Y. Meng, Dong-Xu Gao, J. Bridge +4 more
2021ASMUS@MICCAI72 citations
Semantic Scholar
Artificial intelligence utilising corneal confocal microscopy for the diagnosis of peripheral neuropathy in diabetes mellitus and prediabetes
Frank G. Preston, Y. Meng, J. Burgess, M. Ferdousi +6 more
2021Diabetologia64 citations Open access
Semantic Scholar
Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering
Yitian Zhao, Yong-Huai Liu, Jianyang Xie, Huaizhong Zhang +6 more
2020IEEE Transactions on Medical Imaging64 citations Open access
Semantic Scholar
Deep segmentation of OCTA for evaluation and association of changes of retinal microvasculature with Alzheimer’s disease and mild cognitive impairment
Jianyang Xie, Quanyong Yi, Yufei Wu, Yalin Zheng +12 more
2023British Journal of Ophthalmology58 citations Open access
Semantic Scholar
Deep-Channel uses deep neural networks to detect single-molecule events from patch-clamp data
Numan Celik, Fiona O’Brien, S. Brennan, R. D. Rainbow +4 more
2020Communications Biology55 citations Open access
Semantic Scholar
Keratoconus detection of changes using deep learning of colour-coded maps
Xu Chen, Jiaxin Zhao, K. Iselin, D. Borroni +10 more
2021BMJ Open Ophthalmology54 citations Open access
Semantic Scholar
CNN-GCN Aggregation Enabled Boundary Regression for Biomedical Image Segmentation
Y. Meng, Meng Wei, Dong-Xu Gao, Yitian Zhao +3 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention46 citations
Semantic Scholar
Quantile regression analysis reveals widespread evidence for gene-environment or gene-gene interactions in myopia development
Alfred Pozarickij, Cathy Williams, P. Hysi, J. Guggenheim +69 more
2019Communications Biology45 citations Open access
Semantic Scholar
Improving Fetal Head Contour Detection by Object Localisation with Deep Learning
Baidaa Al-Bander, Theiab Alzahrani, Saeed Alzahrani, Bryan M. Williams +1 more
2019Annual Conference on Medical Image Understanding and Analysis43 citations
Semantic Scholar
Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy
Yitian Zhao, Jiong Zhang, E. Pereira, Yalin Zheng +7 more
2020IEEE Transactions on Medical Imaging41 citations Open access
Semantic Scholar
Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile
Ian J. C. MacCormick, Bryan M. Williams, Yalin Zheng, Kun Li +7 more
2019PLoS ONE41 citations Open access
Semantic Scholar
Multi-trait genome-wide association study identifies new loci associated with optic disc parameters
P. Bonnemaijer, Elisabeth M. van Leeuwen, Adriana I. Iglesias, P. Gharahkhani +138 more
2019Communications Biology39 citations Open access
Semantic Scholar
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation
Y. Meng, Hong-Run Zhang, Dong-Xu Gao, Yitian Zhao +4 more
2021British Machine Vision Conference38 citations Open access
Semantic Scholar
Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models
J. Bridge, Y. Meng, Yitian Zhao, Yong Du +3 more
2020IEEE journal of biomedical and health informatics38 citations Open access
Semantic Scholar
Piloting a Deep Learning Model for Predicting Nuclear BAP1 Immunohistochemical Expression of Uveal Melanoma from Hematoxylin-and-Eosin Sections
Hong-Run Zhang, H. Kalirai, A. Acha-Sagredo, Xiaoyun Yang +2 more
2020Translational Vision Science & Technology37 citations Open access
Semantic Scholar
Dual Consistency Enabled Weakly and Semi-Supervised Optic Disc and Cup Segmentation With Dual Adaptive Graph Convolutional Networks
Y. Meng, Hong-Run Zhang, Yitian Zhao, Dong-Xu Gao +5 more
2022IEEE Transactions on Medical Imaging33 citations
Semantic Scholar
Weakly Supervised Segmentation with Point Annotations for Histopathology Images via Contrast-Based Variational Model
Hong-Run Zhang, Liam Burrows, Y. Meng, Declan Sculthorpe +4 more
2023Computer Vision and Pattern Recognition32 citations Open access
Semantic Scholar
Cycle Structure and Illumination Constrained GAN for Medical Image Enhancement
Yuhui Ma, Yong-Huai Liu, Jun Cheng, Yalin Zheng +4 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention32 citations
Semantic Scholar
Artificial Intelligence and Corneal Confocal Microscopy: The Start of a Beautiful Relationship
U. Alam, M. Anson, Y. Meng, Frank G. Preston +7 more
2022Journal of Clinical Medicine30 citations Open access
Semantic Scholar
Bilateral adaptive graph convolutional network on CT based Covid-19 diagnosis with uncertainty-aware consensus-assisted multiple instance learning
Y. Meng, J. Bridge, Cliff Addison, Man-Hui Wang +10 more
2022Medical Image Anal.29 citations Open access
Semantic Scholar
Learning Unsupervised Parameter-Specific Affine Transformation for Medical Images Registration
Xu Chen, Y. Meng, Yitian Zhao, Rachel Williams +2 more
2021International Conference on Medical Image Computing and Computer-Assisted Intervention28 citations
Semantic Scholar
Regression of Instance Boundary by Aggregated CNN and GCN
Y. Meng, Wei Meng, Dong-Xu Gao, Yitian Zhao +3 more
2020European Conference on Computer Vision27 citations
Semantic Scholar
Corneal Nerve Tortuosity Grading via Ordered Weighted Averaging-based Feature Extraction.
Pan Su, Tian-Hua Chen, Jianyang Xie, Yalin Zheng +4 more
2020Medical Physics (Lancaster)24 citations Open access
Semantic Scholar
Imaging of vascular abnormalities in ocular surface disease.
V. Romano, B. Steger, Mohammad Ahmad, Giulia Coco +5 more
2021Survey of ophthalmology20 citations
Semantic Scholar
A pipeline to evaluate inhibitors of the Pseudomonas aeruginosa exotoxin U
D. Foulkes, Keri Mclean, Yalin Zheng, Joscelyn Sarsby +5 more
2021Biochemical Journal20 citations Open access
Semantic Scholar
Learning Euler's Elastica Model for Medical Image Segmentation
Xu Chen, Xiang-De Luo, Yitian Zhao, Shao-Ting Zhang +2 more
2020arXiv.org20 citations
Semantic Scholar
Development and validation of a novel prognostic model for predicting AMD progression using longitudinal fundus images
J. Bridge, S. Harding, Yalin Zheng
2020BMJ Open Ophthalmology20 citations Open access
Semantic Scholar
A systematic review of OCT and OCT angiography in retinal vasculitis
D. Dhirachaikulpanich, Kanat Chanthongdee, Yalin Zheng, N. Beare
2023Journal of Ophthalmic Inflammation and Infection17 citations Open access
Semantic Scholar
Detecting Change in Conjunctival Hyperemia Using a Pixel Densitometry Index
V. Romano, B. Steger, M. Brunner, A. Kaye +3 more
2019Ocular immunology and inflammation17 citations
Semantic Scholar
Line-Field Optical Coherence Tomography as a tool for In vitro characterization of corneal biomechanics under physiological pressures
A. Kazaili, Samuel Lawman, Brendan Geraghty, A. Eliasy +3 more
2019Scientific Reports16 citations Open access
Semantic Scholar
DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity
Lei Mou, H. Qi, Yong-Huai Liu, Yalin Zheng +5 more
2022IEEE Transactions on Medical Imaging13 citations Open access
Semantic Scholar
Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency
Y. Meng, Xu Chen, Hong-Run Zhang, Yitian Zhao +6 more
2022International Conference on Medical Image Computing and Computer-Assisted Intervention13 citations
Semantic Scholar
3D Vessel Reconstruction In Oct-Angiography Via Depth Map Estimation
Shuai Yu, Jianyang Xie, Jin-Kui Hao, Yalin Zheng +4 more
2021IEEE International Symposium on Biomedical Imaging13 citations Open access
Semantic Scholar
Accuracy of a Machine-Learning Algorithm for Detecting and Classifying Choroidal Neovascularization on Spectral-Domain Optical Coherence Tomography
Andreas Maunz, Fethallah Benmansour, Yvonna Li, T. Albrecht +5 more
2021Journal of Personalized Medicine13 citations Open access
Semantic Scholar
Simultaneous optical coherence tomography and Scheimpflug imaging using the same incident light.
Xiaoran Li, Samuel Lawman, Bryan M. Williams, Sicong Ye +2 more
2020Optics Express13 citations Open access
Semantic Scholar
Anatomical and functional outcomes of pneumatic vitreolysis for treatment of vitreomacular traction with and without macular holes
Carmen Baumann, F. Sabatino, Yalin Zheng, Navid Johannigmann-Malek +3 more
2022Graefe's Archive for Clinical and Experimental Ophthalmology11 citations Open access
Semantic Scholar
Predictive Association of Pre-Operative Defect Areas in the Outer Retinal Layers With Visual Acuity in Macular Hole Surgery
Carmen Baumann, Danilo Iannetta, Z. Sultan, I. Pearce +3 more
2021Translational Vision Science & Technology11 citations Open access
Semantic Scholar
Classification of Retinal Vessels into Artery-Vein in OCT Angiography Guided by Fundus Images
Jianyang Xie, Yong-Huai Liu, Yalin Zheng, Pan Su +4 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention11 citations
Semantic Scholar
Sub-surface imaging of soiled cotton fabric using full-field optical coherence tomography.
Zi-Jian Zhang, Uyai Ikpatt, Samuel Lawman, Bryan M. Williams +3 more
2019Optics Express11 citations Open access
Semantic Scholar
Rapid imaging and product screening with low-cost line-field Fourier domain optical coherence tomography
Zi-Jian Zhang, Xing-Yu Yang, Zhi-Yi Zhao, Feng Zeng +6 more
2023Scientific Reports10 citations Open access
Semantic Scholar
Retinal imaging technologies in cerebral malaria: a systematic review
Kyle J. Wilson, Amit Dhalla, Y. Meng, Zhanhan Tu +4 more
2023Malaria Journal10 citations Open access
Semantic Scholar
3D Human Pose and Shape Reconstruction From Videos via Confidence-Aware Temporal Feature Aggregation
Hong-Run Zhang, Y. Meng, Yitian Zhao, Xuesheng Qian +3 more
2023IEEE transactions on multimedia10 citations
Semantic Scholar
Topographical Response of Retinal Neovascularization to Aflibercept or Panretinal Photocoagulation in Proliferative Diabetic Retinopathy
S. Halim, M. Nugawela, U. Chakravarthy, T. Peto +8 more
2021JAMA ophthalmology10 citations Open access
Semantic Scholar
Cooperative Low-Rank Models for Removing Stripe Noise From OCTA Images
Xi-Yin Wu, Dong-Xu Gao, D. Borroni, S. Madhusudhan +2 more
2020IEEE journal of biomedical and health informatics10 citations
Semantic Scholar

Frequent co-authors

Invite them to SciRah by sharing their profile.

Yitian Zhao×27
Invite
Yitian Zhao — researcher profile on SciRah
Y. Meng×17
Invite
Y. Meng — researcher profile on SciRah
Hong-Run Zhang×9
Invite
Hong-Run Zhang — researcher profile on SciRah
Xiaoyun Yang×8
Invite
Xiaoyun Yang — researcher profile on SciRah

×8

Invite

Jiang Liu — researcher profile on SciRah

Jianyang Xie×7

Invite

Jianyang Xie — researcher profile on SciRah

Invite

H. Qi — researcher profile on SciRah

Invite

Dong-Xu Gao — researcher profile on SciRah

Invite

S. Kaye — researcher profile on SciRah

Yong-Huai Liu×6

Invite

Yong-Huai Liu — researcher profile on SciRah

Invite

Jiong Zhang — researcher profile on SciRah

Bryan M. Williams×5

Invite

Bryan M. Williams — researcher profile on SciRah