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Meng, Yanda ORCID: 0000-0001-7344-2174, Chen, Xu, Gao, Dongxu, Zhao, Yitian, Yang, Xiaoyun, Qiao, Yihong, Huang, Xiaowei and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2022) 3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs. [Preprint]

Zhang, Hongrun, Meng, Yanda ORCID: 0000-0001-7344-2174, Zhao, Yitian, Qian, Xuesheng, Qiao, Yihong, Yang, Xiaoyun and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2022) 3D Human Pose and Shape Reconstruction from Videos via Confidence-Aware Temporal Feature Aggregation. IEEE Transactions on Multimedia, 25. p. 1.

Meng, Yanda ORCID: 0000-0001-7344-2174, Preston, Frank George ORCID: 0000-0002-3953-331X, Ferdousi, Maryam, Azmi, Shazli, Petropoulos, Ioannis Nikolaos, Kaye, Stephen ORCID: 0000-0003-0390-0592, Malik, Rayaz Ahmed, Alam, Uazman ORCID: 0000-0002-3190-1122 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2023) Artificial Intelligence Based Analysis of Corneal Confocal Microscopy Images for Diagnosing Peripheral Neuropathy: A Binary Classification Model. JOURNAL OF CLINICAL MEDICINE, 12 (4). 1284-.

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Alam, Uazman ORCID: 0000-0002-3190-1122, Anson, Matthew, Meng, Yanda ORCID: 0000-0001-7344-2174, Preston, Frank ORCID: 0000-0002-3953-331X, Kirthi, Varo, Jackson, Timothy L, Nderitu, Paul, Cuthbertson, Daniel J ORCID: 0000-0002-6128-0822, Malik, Rayaz A, Zheng, Yalin ORCID: 0000-0002-7873-0922 et al (show 1 more authors) and Petropoulos, Ioannis N (2022) Artificial Intelligence and Corneal Confocal Microscopy: The Start of a Beautiful Relationship. JOURNAL OF CLINICAL MEDICINE, 11 (20). 6199-.

Preston, Frank G ORCID: 0000-0002-3953-331X, Meng, Yanda ORCID: 0000-0001-7344-2174, Burgess, Jamie ORCID: 0000-0002-7165-6918, Ferdousi, Maryam, Azmi, Shazli, Petropoulos, Ioannis N, Kaye, Stephen ORCID: 0000-0003-0390-0592, Malik, Rayaz A, Zheng, Yalin ORCID: 0000-0002-7873-0922 and Alam, Uazman ORCID: 0000-0002-3190-1122 (2021) Artificial intelligence utilising corneal confocal microscopy for the diagnosis of peripheral neuropathy in diabetes mellitus and prediabetes. DIABETOLOGIA, 65 (3). pp. 457-466.

Zhang, Yuchen, Meng, Yanda ORCID: 0000-0001-7344-2174 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2023) Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-Focused nnU-Net. .

Meng, Yanda ORCID: 0000-0001-7344-2174, Zhang, Hongrun, Gao, Dongxu, Zhao, Yitian, Yang, Xiaoyun, Qian, Xuesheng, Huang, Xiaowei and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2021) BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation. .

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Meng, Yanda ORCID: 0000-0001-7344-2174, Bridge, Joshua, Addison, Cliff, Wang, Manhui ORCID: 0000-0003-1253-3368, Merritt, Cristin, Franks, Stu, Mackey, Maria, Messenger, Steve, Sun, Renrong, Fitzmaurice, Thomas et al (show 4 more authors) , McCann, Caroline, Li, Qiang, Zhao, Yitian and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2023) Bilateral adaptive graph convolutional network on CT based Covid-19 diagnosis with uncertainty-aware consensus-assisted multiple instance learning. MEDICAL IMAGE ANALYSIS, 84. 102722-.

Meng, Yanda ORCID: 0000-0001-7344-2174, Wei, Meng, Gao, Dongxu ORCID: 0000-0001-7008-0737, Zhao, Yitian, Yang, Xiaoyun, Huang, Xiaowei ORCID: 0000-0001-6267-0366 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2020) CNN-GCN Aggregation Enabled Boundary Regression for Biomedical Image Segmentation. In: MICCAI, Lima, Peru.

Meng, Yanda ORCID: 0000-0001-7344-2174, Bridge, Joshua, Wei, Meng, Zhao, Yitian, Qiao, Yihong, Yang, Xiaoyun, Huang, Xiaowei and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2022) Counting with Adaptive Auxiliary Learning. [Preprint]

Zhang, Hongrun, Meng, Yanda ORCID: 0000-0001-7344-2174, Zhao, Yitian, Qiao, Yihong, Yang, Xiaoyun, Coupland, Sarah E ORCID: 0000-0002-1464-2069 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2022) DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification. .

Zhang, Hongrun, Meng, Yanda, Zhao, Yitian, Qiao, Yihong, Yang, Xiaoyun, Coupland, Sarah E ORCID: 0000-0002-1464-2069 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2022) DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification. In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022-6-18 - 2022-6-24.

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Patefield, Alastair, Meng, Yanda ORCID: 0000-0001-7344-2174, Airaldi, Matteo, Coco, Giulia, Vaccaro, Sabrina, Parekh, Mohit, Semeraro, Francesco, Gadhvi, Kunal A, Kaye, Stephen B ORCID: 0000-0003-0390-0592, Zheng, Yalin ORCID: 0000-0002-7873-0922 et al (show 1 more authors) and Romano, Vito ORCID: 0000-0002-5148-7643 (2023) Deep Learning Using Preoperative AS-OCT Predicts Graft Detachment in DMEK. TRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 12 (5). 14-.

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Bridge, Joshua, Meng, Yanda ORCID: 0000-0001-7344-2174, Zhu, Wenyue, Fitzmaurice, Thomas ORCID: 0000-0002-9334-486X, McCann, Caroline, Addison, Cliff, Wang, Manhui, Merritt, Cristin, Franks, Stu, Mackey, Maria et al (show 4 more authors) , Messenger, Steve, Sun, Renrong, Zhao, Yitian and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2023) Development and external validation of a mixed-effects deep learning model to diagnose COVID-19 from CT imaging. Frontiers in medicine, 10. p. 1113030.

Meng, Yanda ORCID: 0000-0001-7344-2174, Zhang, Hongrun, Zhao, Yitian, Gao, Dongxu ORCID: 0000-0001-7008-0737, Hamill, Barbra, Patri, Godhuli, Peto, Tunde, Madhusudhan, Savita and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2023) Dual Consistency Enabled Weakly and Semi-Supervised Optic Disc and Cup Segmentation With Dual Adaptive Graph Convolutional Networks. IEEE TRANSACTIONS ON MEDICAL IMAGING, 42 (2). pp. 416-429.

Meng, Yanda ORCID: 0000-0001-7344-2174 (2022) Graph Representation Learning for Biometric and Biomedical Images Analysis. PhD thesis, University of Liverpool.

Meng, Yanda ORCID: 0000-0001-7344-2174, Zhang, Hongrun, Zhao, Yitian, Yang, Xiaoyun, Qiao, Yihong, MacCormick, Ian JC, Huang, Xiaowei ORCID: 0000-0001-6267-0366 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2022) Graph-Based Region and Boundary Aggregation for Biomedical Image Segmentation. IEEE TRANSACTIONS ON MEDICAL IMAGING, 41 (3). pp. 690-701.

Preston, Frank G ORCID: 0000-0002-3953-331X, Meng, Yanda ORCID: 0000-0001-7344-2174, Zheng, Yalin ORCID: 0000-0002-7873-0922, Hsuan, James, Hamill, Kevin J ORCID: 0000-0002-7852-1944 and McCormick, Austin G (2022) Informed Consent In Facial Photograph Publishing: A Cross-sectional Pilot Study To Determine The Effectiveness Of Deidentification Methods. JOURNAL OF EMPIRICAL RESEARCH ON HUMAN RESEARCH ETHICS, 17 (3). pp. 373-381.

Bridge, Joshua, Meng, Yanda ORCID: 0000-0001-7344-2174, Zhao, Yitian, Du, Yong, Zhao, Mingfeng, Sun, Renrong and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2020) Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models. IEEE Journal of Biomedical and Health Informatics, 24 (10). p. 1.

Chen, Xu, Meng, Yanda ORCID: 0000-0001-7344-2174, Zhao, Yitian, Williams, Rachel ORCID: 0000-0002-1954-0256, Vallabhaneni, Srinivasa R and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2021) Learning Unsupervised Parameter-Specific Affine Transformation for Medical Images Registration. In: MICCAI.

Meng, Yanda ORCID: 0000-0001-7344-2174, Meng, Wei, Gao, Dongxu ORCID: 0000-0001-7008-0737, Zhao, Yitian, Yang, Xiaoyun, Huang, Xiaowei ORCID: 0000-0001-6267-0366 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2020) Regression of Instance Boundary by Aggregated CNN and GCN. In: ECCV, 2020-8-23 - 2020-7-28, Edinburgh, UK.

Wilson, Kyle J ORCID: 0000-0003-0151-7530, Dhalla, Amit, Meng, Yanda ORCID: 0000-0001-7344-2174, Tu, Zhanhan, Zheng, Yalin ORCID: 0000-0002-7873-0922, Mhango, Priscilla, Seydel, Karl B and Beare, Nicholas AV ORCID: 0000-0001-8086-990X (2023) Retinal imaging technologies in cerebral malaria: a systematic review. Malaria journal, 22 (1). p. 139.

Meng, Yanda ORCID: 0000-0001-7344-2174, Chen, Xu, Zhang, Hongrun, Zhao, Yitian, Gao, Dongxu ORCID: 0000-0001-7008-0737, Hamill, Barbra, Patri, Godhuli, Peto, Tunde, Madhusudhan, Savita and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2022) Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency. .

Meng, Yanda ORCID: 0000-0001-7344-2174, Zhang, Hongrun, Zhao, Yitian, Yang, Xiaoyun, Qian, Xuesheng, Huang, Xiaowei ORCID: 0000-0001-6267-0366 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2021) Spatial Uncertainty-Aware Semi-Supervised Crowd Counting. In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), 2021-10-10 - 2021-10-17.

Deng, Kaizhong, Meng, Yanda ORCID: 0000-0001-7344-2174, Gao, Dongxu ORCID: 0000-0001-7008-0737, Bridge, Joshua, Shen, Yaochun ORCID: 0000-0002-8915-1993, Lip, Gregory ORCID: 0000-0002-7566-1626, Zhao, Yitian and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2021) TransBridge: A Lightweight Transformer for Left Ventricle Segmentation in Echocardiography. .

Meng, Yanda ORCID: 0000-0001-7344-2174, Bridge, Joshua, Zhao, Yitian, Joddrell, Martha, Qiao, Yihong, Yang, Xiaoyun, Huang, Xiaowei ORCID: 0000-0001-6267-0366 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2023) Transportation Object Counting With Graph-Based Adaptive Auxiliary Learning. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 24 (3). pp. 3422-3437.