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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.

Yu, Shuai, Xie, Jianyang ORCID: 0000-0002-4565-5807, Hao, Jinkui, Zheng, Yalin ORCID: 0000-0002-7873-0922, Zhang, Jiong, Hu, Yan, Liu, Jiang and Zhao, Yitian (2021) 3D VESSEL RECONSTRUCTION IN OCT-ANGIOGRAPHY VIA DEPTH MAP ESTIMATION. In: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021-4-13 - 2021-4-16.

Chen, Xu, Leak, Melissa, Harding, Simon P ORCID: 0000-0003-4676-1158 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2020) AI-Based Method for Detecting Retinal Haemorrhage in Eyes with Malarial Retinopathy. .

Maunz, Andreas, Benmansour, Fethallah, Li, Yvonna, Albrecht, Thomas, Zhang, Yan-Ping, Arcadu, Filippo, Zheng, Yalin ORCID: 0000-0002-7873-0922, Madhusudhan, Savita and Sahni, Jayashree (2021) Accuracy of a Machine-Learning Algorithm for Detecting and Classifying Choroidal Neovascularization on Spectral-Domain Optical Coherence Tomography. JOURNAL OF PERSONALIZED MEDICINE, 11 (6). 524-.

Lawman, Samuel ORCID: 0000-0003-2695-4366, Mason, Sharon, Kaye, Stephen B ORCID: 0000-0003-0390-0592, Shen, Yao-Chun ORCID: 0000-0002-8915-1993 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2022) Accurate In Vivo Bowman's Thickness Measurement Using Mirau Ultrahigh Axial Resolution Line Field Optical Coherence Tomography. Translational Vision Science & Technology, 11 (8). p. 6.

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MacCormick, Ian JC, Williams, Bryan M ORCID: 0000-0001-5930-287X, Zheng, Yalin ORCID: 0000-0002-7873-0922, Li, Kun, Al-Bander, Baidaa, Czanner, Silvester, Cheeseman, Rob, Willoughby, Colin E, Brown, Emery N, Spaeth, George L et al (show 1 more authors) and Czanner, Gabriela (2019) Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile. PLOS ONE, 14 (1). e0209409-.

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MacCormick, Ian JC, Williams, Bryan M ORCID: 0000-0001-5930-287X, Zheng, Yalin ORCID: 0000-0002-7873-0922, Li, Kun, Al-Bander, Baidaa, Czanner, Silvester, Cheeseman, Rob, Willoughby, Colin E, Brown, Emery N, Spaeth, George L et al (show 1 more authors) and Czanner, Gabriela (2019) Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile (vol 14, e0209409, 2019). PLOS ONE, 14 (4). e0215056-.

Aldosari, Hanadi, Coenen, Frans ORCID: 0000-0003-1026-6649, Lip, Gregory YH ORCID: 0000-0002-7566-1626 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2021) Addressing the Challenge of Data Heterogeneity Using a Homogeneous Feature Vector Representation: A Study Using Time Series and Cardiovascular Disease Classification. .

Baumann, Carmen ORCID: 0000-0001-8662-0582, Sabatino, Francesco, Zheng, Yalin ORCID: 0000-0002-7873-0922, Johannigmann-Malek, Navid, Maier, Mathias, Kaye, Stephen B ORCID: 0000-0003-0390-0592 and Patton, Niall (2022) Anatomical and functional outcomes of pneumatic vitreolysis for treatment of vitreomacular traction with and without macular holes. Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie, 260 (7). pp. 2209-2215.

Lourenco, Elizabeth AJ, Shaw, Liam, Pratt, Harry, Duffy, Georgia L ORCID: 0000-0002-6272-0471, Czanner, Gabriela, Zheng, Yalin ORCID: 0000-0002-7873-0922, Hamill, Kevin J ORCID: 0000-0002-7852-1944 and McCormick, Austin G (2019) Application of SPF moisturisers is inferior to sunscreens in coverage of facial and eyelid regions. PLOS ONE, 14 (4). e0212548-.

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-.

Chen, Xu (2022) Artificial Intelligence in Endovascular Aneurysm Repair Surveillance. Doctor of Philosophy thesis, University of Liverpool.

Bridge, Joshua, Fu, Lu, Lin, Weidong, Xue, Yumei, Lip, Gregory YH ORCID: 0000-0002-7566-1626 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2022) Artificial intelligence to detect abnormal heart rhythm from scanned electrocardiogram tracings. Journal of Arrhythmia, 38 (3). pp. 425-431.

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.

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Mojarrad, Neema Ghorbani, Plotnikov, Denis, Williams, Cathy, Guggenheim, Jeremy A, Aslam, Tariq, Barman, Sarah A, Barrett, Jenny H, Bishop, Paul, Blows, Peter, Bunce, Catey et al (show 66 more authors) , Carare, Roxana O, Chakravarthy, Usha, Chan, Michelle, Chua, Sharon YL, Crabb, David P, Cumberland, Philippa M, Day, Alexander, Desai, Parul, Dhillon, Bal, Dick, Andrew D, Egan, Cathy, Ennis, Sarah, Foster, Paul, Fruttiger, Marcus, Gallacher, John EJ, Garway-Heath, David F, Gibson, Jane, Gore, Dan, Guggenheim, Jeremy A, Hammond, Chris J, Hardcastle, Alison, Harding, Simon P ORCID: 0000-0003-4676-1158, Hogg, Ruth E, Hysi, Pirro, Keane, Pearse A, Khaw, Sir Peng T, Khawaja, Anthony P, Lascaratos, Gerassimos, Lotery, Andrew J, Macgillivray, Tom, Mackie, Sarah, Martin, Keith, McGaughey, Michelle, McGuinness, Bernadette, Mckay, Gareth J, McKibbin, Martin, Mitry, Danny, Moore, Tony, Morgan, James E, Muthy, Zaynah A, O'Sullivan, Eoin, Owen, Chris G, Patel, Praveen, Paterson, Euan, Peto, Tunde, Petzold, Axel, Rahi, Jugnoo S, Rudnikca, Alicja R, Self, Jay, Sivaprasad, Sobha, Steel, David, Stratton, Irene, Strouthidis, Nicholas, Sudlow, Cathie, Thomas, Dhanes, Trucco, Emanuele, Tufail, Adnan, Vitart, Veronique, Vernon, Stephen A, Viswanathan, Ananth C, Williams, Cathy, Williams, Katie, Woodside, Jayne V, Yates, Max M, Yip, Jennifer and Zheng, Yalin (2020) Association Between Polygenic Risk Score and Risk of Myopia. , United States.

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Zhang, Bing, Shweikh, Yusrah, Khawaja, Anthony P, Gallacher, John, Bauermeister, Sarah, Foster, Paul J, Aslam, Tariq, Barman, Sarah A, Barrett, Jenny H, Bishop, Paul et al (show 67 more authors) , Blows, Peter, Bunce, Catey, Carare, Roxana O, Chakravarthy, Usha, Chan, Michelle, Chua, Sharon YL, Crabb, David P, Cumberland, Philippa M, Day, Alexander, Desai, Parul, Dhillon, Bal, Dick, Andrew D, Egan, Cathy, Ennis, Sarah, Foster, Paul, Fruttiger, Marcus, Gallacher, John EJ, Garway-Heath, David F, Gibson, Jane, Gore, Dan, Guggenheim, Jeremy A, Hammond, Chris J, Hardcastle, Alison, Harding, Simon P ORCID: 0000-0003-4676-1158, Hogg, Ruth E, Hysi, Pirro, Keane, Pearse A, Khaw, Sir Peng T, dos Lascaratos, Gerassim, Lotery, Andrew J, Macgillivray, Tom, Mackie, Sarah, Martin, Keith, McGaughey, Michelle, McGuinness, Bernadette, McKay, Gareth J, McKibbin, Martin, Mitry, Danny, Moore, Tony, Morgan, James E, Muthy, Zaynah A, O'Sullivan, Eoin, Owen, Chris G, Patel, Praveen, Paterson, Euan, Peto, Tunde, Petzold, Axel, Rahi, Jugnoo S, Rudnikca, Alicja R, Self, Jay, Sivaprasad, Sobha, Steel, David, Stratton, Irene, Strouthidis, Nicholas, Sudlow, Cathie, Thomas, Dhanes, Trucco, Emanuele, Tufail, Adnan, Vitart, Veronique, Vernon, Stephen A, Viswanathan, Ananth C, Williams, Cathy, Williams, Katie, Woodside, Jayne V, Yates, Max M, Yip, Jennifer and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2019) Associations with Corneal Hysteresis in a Population Cohort <i>Results from 96 010 UK Biobank Participants</i>. OPHTHALMOLOGY, 126 (11). pp. 1500-1510.

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Chua, Sharon YL, Dhillon, Baljean, Aslam, Tariq, Balaskas, Konstantinos, Yang, Qi, Keane, Pearse A, Tufail, Adnan, Reisman, Charles, Foster, Paul J, Patel, Praveen J et al (show 67 more authors) , Bishop, Paul, Barman, Sarah A, Barrett, Jenny H, Blows, Peter, Bunce, Catey, Carare, Roxana O, Chakravarthy, Usha, Chan, Michelle, Crabb, David P, Cumberland, Philippa M, Day, Alexander, Desai, Parul, Sudlow, Cathie, Dick, Andrew D, Egan, Cathy, Ennis, Sarah, Fruttiger, Marcus, Gallacher, John EJ, Garway-Heath, David F, Gibson, Jane, Gore, Dan, Guggenheim, Jeremy A, Hammond, Chris J, Hardcastle, Alison, Harding, Simon P ORCID: 0000-0003-4676-1158, Hogg, Ruth E, Hysi, Pirro, Khaw, Sir Peng T, Khawaja, Anthony P, Lascaratos, Gerassimos, Lotery, Andrew J, Macgillivray, Tom, Mackie, Sarah, Martin, Keith, Mcgaughey, Michelle, Mcguinness, Bernadette, Mckay, Gareth J, Mckibbin, Martin, Mitry, Danny, Moore, Tony, Morgan, James E, Muthy, Zaynah A, O'Sullivan, Eoin, Owen, Chris G, Paterson, Euan, Peto, Tunde, Petzold, Axel, Rahi, Jugnoo S, Rudnicka, Alicja R, Self, Jay, Sivaprasad, Sobha, Steel, David, Stratton, Irene, Strouthidis, Nicholas, Thaung, Caroline, Thomas, Dhanes, Trucco, Emanuele, Vitart, Veronique, Vernon, Stephen A, Viswanathan, Ananth C, Williams, Cathy, Williams, Katie, Woodside, Jayne V, Yates, Max M, Yip, Jennifer, Zheng, Yalin ORCID: 0000-0002-7873-0922 and Tapp, Robyn (2019) Associations with photoreceptor thickness measures in the UK Biobank. SCIENTIFIC REPORTS, 9 (1). 19440-.

Zhao, Kun, Zhang, Hui, Zhao, Yitian, Xie, Jianyang ORCID: 0000-0002-4565-5807, Zheng, Yalin ORCID: 0000-0002-7873-0922, Borroni, David ORCID: 0000-0001-6952-5647, Qi, Hong and Liu, Jiang (2020) Automated Corneal Nerve Segmentation Using Weighted Local Phase Tensor. .

Zhao, Yitian, MacCormick, Ian JC, Parry, David ORCID: 0000-0002-9114-774X, Leach, Sophie, Beare, Nicholas AV ORCID: 0000-0001-8086-990X, Harding, Simon ORCID: 0000-0003-4676-1158 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2015) Automated Detection of Leakage in Fluorescein Angiography Images with Application to Malarial Retinopathy. Scientific Reports, 5 (1). 10425-.

Zhao, Yitian, MacCormick, Ian, Parry, David ORCID: 0000-0002-9114-774X, Beare, Nicholas ORCID: 0000-0001-8086-990X, Harding, Simon ORCID: 0000-0003-4676-1158 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2015) Automated Detection of Vessel Abnormalities on Fluorescein Angiogram in Malarial Retinopathy. Scientific Reports, 5 (1). 11154-.

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Zhao, Yitian, Liu, Jiang, Liu, Yonghuai, Zhang, Jiong, Pereira, Ella, Zheng, Yalin ORCID: 0000-0002-7873-0922, Su, Pan, Xie, Jianyang ORCID: 0000-0002-4565-5807, Zhao, Yifan, Shi, Yonggang et al (show 1 more authors) and Qi, Hong (2020) Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy. IEEE Transactions on Medical Imaging, 39 (9). p. 1.

Zhao, Yitian, Rada, Lavdie, Chen, Ke ORCID: 0000-0002-6093-6623, Harding, Simon ORCID: 0000-0003-4676-1158 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2015) Automated Vessel Segmentation Using Infinite Perimeter Active Contour Model with Hybrid Region Information with Application to Retinal Images. IEEE Transactions on Medical Imaging, 34 (9). pp. 1797-1807.

Gao, Zhijun, Bu, Wei, Zheng, Yalin ORCID: 0000-0002-7873-0922 and Wu, Xiangqian (2017) Automated layer segmentation of macular OCT images via graph-based SLIC superpixels and manifold ranking approach. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 55. pp. 42-53.

Yan, Qifeng, Zhao, Yitian, Zheng, Yalin ORCID: 0000-0002-7873-0922, Liu, Yonghuai, Zhou, Kang, Frangi, Alejandro and Liu, Jiang (2019) Automated retinal lesion detection via image saliency analysis. MEDICAL PHYSICS, 46 (10). pp. 4531-4544.

Pratt, Harry, Williams, Bryan M ORCID: 0000-0001-5930-287X, Ku, Jae Yee, Vas, Charles, McCann, Emma, Al-Bander, Baidaa, Zhao, Yitian, Coenen, Frans ORCID: 0000-0003-1026-6649 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2018) Automatic Detection and Distinction of Retinal Vessel Bifurcations and Crossings in Colour Fundus Photography. JOURNAL OF IMAGING, 4 (1). p. 4.

Al-Bander, Baidaa, Al-Nuaimy, Waleed ORCID: 0000-0001-8927-2368, Al-Taee, Majid A ORCID: 0000-0002-3252-3637, Al-Ataby, Ali and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2016) Automatic Feature Learning Method for Detection of Retinal Landmarks. In: 2016 9th International Conference on Developments in eSystems Engineering (DeSE), 2016-8-31 - 2016-9-2.

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Hao, Jinkui, Xie, Jianyang ORCID: 0000-0002-4565-5807, Liu, Ri, Hao, Huaying, Ma, Yuhui, Yan, Kun, Liu, Ruirui, Zheng, Yalin ORCID: 0000-0002-7873-0922, Zheng, Jianjun, Liu, Jiang et al (show 2 more authors) , Zhang, Jingfeng and Zhao, Yitian (2021) Automatic Sequence-Based Network for Lung Diseases Detection in Chest CT. FRONTIERS IN ONCOLOGY, 11. 781798-.

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-.

Yang, Xingyu (2023) Breaking the accessibility barrier: the development of low-cost dual-modal ophthalmic imaging and remote vital sign monitoring technologies. PhD thesis, University of Liverpool.

Shipley, Emily, Joddrell, Martha, Lip, Gregory YH ORCID: 0000-0002-7566-1626 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2022) Bridging the Gap Between Artificial Intelligence Research and Clinical Practice in Cardiovascular Science: What the Clinician Needs to Know. Arrhythmia and Electrophysiology Review, 11 (1). e03-.

Luo, Lingling, Zhao, Yitian, Yang, Jian, Zheng, Yalin ORCID: 0000-0002-7873-0922, Yang, Siyuan, Ai, Danni and Wang, Yongtian (2017) CEREBRAL VASCULAR ENHANCEMENT USING A WEIGHTED 3D SYMMETRY FILTER. In: 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), 2017-4-18 - 2017-4-21, Melbourne, Australia.

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.

Mou, Lei, Zhao, Yitian, Chen, Li, Cheng, Jun, Gu, Zaiwang, Hao, Huaying, Qi, Hong, Zheng, Yalin ORCID: 0000-0002-7873-0922, Frangi, Alejandro and Liu, Jiang (2019) CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation. In: 22nd International Conference, 2019-10-13 - 2019-10-17, Shenzhen, China.

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Mou, Lei, Zhao, Yitian, Fu, Huazhu, Liu, Yonghuai, Cheng, Jun, Zheng, Yalin ORCID: 0000-0002-7873-0922, Su, Pan, Yang, Jianlong, Chen, Li, Frangi, Alejandro F et al (show 2 more authors) , Akiba, Masahiro and Liu, Jiang (2021) CS<SUP>2</SUP>-Net: Deep learning segmentation of curvilinear structures in medical imaging. MEDICAL IMAGE ANALYSIS, 67. 101874-.

Xie, Jianyang ORCID: 0000-0002-4565-5807, Liu, Yonghuai, Zheng, Yalin ORCID: 0000-0002-7873-0922, Su, Pan, Hu, Yan, Yang, Jianlong, Liu, Jiang and Zhao, Yitian (2020) Classification of Retinal Vessels into Artery-Vein in OCT Angiography Guided by Fundus Images. In: MICCAI2020.

Pratt, Harry, Coenen, Frans ORCID: 0000-0003-1026-6649, Broadbent, Deborah M, Harding, Simon P ORCID: 0000-0003-4676-1158 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2016) Convolutional Neural Networks for Diabetic Retinopathy. In: International Conference On Medical Imaging Understanding and Analysis 2016, MIUA 2016, 6-8 July 2016,, 2016-7-6 - 2016-7-8, Loughbrough University.

Wu, Xiyin, Gao, Dongxu ORCID: 0000-0001-7008-0737, Borroni, David, Madhusudhan, Savita, Jin, Zhong and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2020) Cooperative Low-Rank Models for Removing Stripe Noise From OCTA Images. IEEE J. Biomed. Health Informatics, 24. 3480 - 3490.

Wu, Xiyin, Gao, Dongxu ORCID: 0000-0001-7008-0737, Borroni, Davide ORCID: 0000-0001-6952-5647, Madhusudhan, Savita, Jin, Zhong and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2020) Cooperative low-rank models for removing stripe noise from OCTA images. IEEE Journal of Biomedical and Health Informatics, 24 (12). pp. 3480-3490.

Spiteri, Natasha, Romano, Vito ORCID: 0000-0002-5148-7643, Zheng, Yalin ORCID: 0000-0002-7873-0922, Yadav, Sohraab, Dwivedi, Rahul, Chen, Jern, Ahmad, Sajjad, Willoughby, Colin E and Kaye, Stephen B ORCID: 0000-0003-0390-0592 (2015) Corneal Angiography for Guiding and Evaluating Fine-Needle Diathermy Treatment of Corneal Neovascularization. OPHTHALMOLOGY, 122 (6). pp. 1079-1084.

Su, Pan, Chen, Tianhua, Xie, Jianyang ORCID: 0000-0002-4565-5807, Zheng, Yalin ORCID: 0000-0002-7873-0922, Qi, Hong, Borroni, Davide ORCID: 0000-0001-6952-5647, Zhao, Yitian and Liu, Jiang (2020) Corneal nerve tortuosity grading via ordered weighted averaging-based feature extraction. Medical Physics, 47 (10). pp. 4983-4996.

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Zhao, Yitian, Zhang, Jiong, Pereira, Ella, Zheng, Yalin ORCID: 0000-0002-7873-0922, Su, Pan, Xie, Jianyang ORCID: 0000-0002-4565-5807, Zhao, Yifan, Shi, Yonggang, Qi, Hong, Liu, Jiang et al (show 1 more authors) and Liu, Yonghuai (2020) Corrections to “Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy”. IEEE TRANSACTIONS ON MEDICAL IMAGING, 39 (11). p. 3758.

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]

Yu, Shuai, Liu, Yonghuai, Zhang, Jiong, Xie, Jianyang ORCID: 0000-0002-4565-5807, Zheng, Yalin ORCID: 0000-0002-7873-0922, Liu, Jiang and Zhao, Yitian (2021) Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography. .

Ma, Yuhui, Liu, Yonghuai, Cheng, Jun, Zheng, Yalin ORCID: 0000-0002-7873-0922, Ghahremani, Morteza, Chen, Honghan, Liu, Jiang and Zhao, Yitian (2020) Cycle Structure and Illumination Constrained GAN for Medical Image Enhancement. .

Bridge, Joshua, Harding, Simon P ORCID: 0000-0003-4676-1158 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2020) DAISY Descriptors Combined with Deep Learning to Diagnose Retinal Disease from High Resolution 2D OCT Images. .

Chen, Xu, Luo, Xiangde, Wang, Guotai and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2021) DEEP ELASTICA FOR IMAGE SEGMENTATION. In: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021-4-13 - 2021-4-16.

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.

Bridge, Joshua (2022) Deep Learning Prognostic Models using Longitudinal Imaging Data with Applications to Age-Related Macular Degeneration. Doctor of Philosophy thesis, University of Liverpool.

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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-.

Pratt, H (2019) Deep Learning for Diabetic Retinopathy Diagnosis & Analysis. PhD thesis, University of Liverpool.

Kidsumran, Varakorn and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2020) Deep Vectorization Convolutional Neural Networks for Denoising in Mammogram Using Enhanced Image. .

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Xie, Jianyang ORCID: 0000-0002-4565-5807, Yi, Quanyong, Wu, Yufei, Zheng, Yalin ORCID: 0000-0002-7873-0922, Liu, Yonghuai, Macerollo, Antonella ORCID: 0000-0003-4322-2706, Fu, Huazhu, Xu, Yanwu, Zhang, Jiong, Behera, Ardhendu et al (show 6 more authors) , Fan, Chenlei, Frangi, Alejandro F, Liu, Jiang, Lu, Qinkang, Qi, Hong and Zhao, Yitian (2023) Deep segmentation of OCTA for evaluation and association of changes of retinal microvasculature with Alzheimer's disease and mild cognitive impairment. BRITISH JOURNAL OF OPHTHALMOLOGY. bjophthalmol-2022-321399-.

Celik, Numan ORCID: 0000-0003-1813-1036, O’Brien, Fiona, Brennan, Sean ORCID: 0000-0002-7604-9842, Rainbow, Richard D ORCID: 0000-0002-0532-1992, Dart, Caroline ORCID: 0000-0002-3509-8349, Zheng, Yalin ORCID: 0000-0002-7873-0922, Coenen, Frans ORCID: 0000-0003-1026-6649 and Barrett-Jolley, Richard ORCID: 0000-0003-0449-9972 (2020) Deep-Channel uses deep neural networks to detect single-molecule events from patch-clamp data. Communications Biology, 3 (1). pp. 1-10.

Celik, Numan ORCID: 0000-0003-1813-1036, O’Brien, Fiona, Brennan, Sean ORCID: 0000-0002-7604-9842, Rainbow, Richard ORCID: 0000-0002-0532-1992, Dart, Caroline ORCID: 0000-0002-3509-8349, Zheng, Yalin ORCID: 0000-0002-7873-0922, Coenen, Frans ORCID: 0000-0003-1026-6649 and Barrett-Jolley, Richard (2019) Deep-Channel uses deep neural networks to detect single-molecule events from patch-clamp data. BioRxiv.

Mou, Lei, Qi, Hong, Liu, Yonghuai, Zheng, Yalin ORCID: 0000-0002-7873-0922, Matthew, Peter, Su, Pan, Liu, Jiang, Zhang, Jiong and Zhao, Yitian (2022) DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity. IEEE TRANSACTIONS ON MEDICAL IMAGING, 41 (8). pp. 2079-2091.

Romano, Vito ORCID: 0000-0002-5148-7643, Steger, Bernhard, Brunner, Matthias, Kaye, Abigail, Zheng, Yalin ORCID: 0000-0002-7873-0922, Willoughby, Colin E and Kaye, Stephen B ORCID: 0000-0003-0390-0592 (2019) Detecting Change in Conjunctival Hyperemia Using a Pixel Densitometry Index. OCULAR IMMUNOLOGY AND INFLAMMATION, 27 (2). pp. 276-281.

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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.

Bridge, Joshua, Harding, Simon ORCID: 0000-0003-4676-1158 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2020) Development and validation of a novel prognostic model for predicting AMD progression using longitudinal fundus images. BMJ Open Ophthalmology, 5 (1). e000569-e000569.

Bridge, Joshua, Harding, Simon P ORCID: 0000-0003-4676-1158, Zhao, Yitian and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2019) Dictionary Learning Informed Deep Neural Network with Application to OCT Images. .

Zhang, Zijian ORCID: 0000-0002-3004-6697, Williams, Bryan ORCID: 0000-0001-5930-287X, Zheng, Yalin ORCID: 0000-0002-7873-0922, Lin, Hungyen and Shen, Yaochun ORCID: 0000-0002-8915-1993 (2019) Differentiating Generic versus Branded Pharmaceutical Tablets Using Ultra-High-Resolution Optical Coherence Tomography. COATINGS, 9 (5). p. 326.

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.

Ferrara, Mariantonia, Zheng, Yalin ORCID: 0000-0002-7873-0922 and Romano, Vito ORCID: 0000-0002-5148-7643 (2022) Editorial: Imaging in Ophthalmology. JOURNAL OF CLINICAL MEDICINE, 11 (18). 5433-.

Aldosari, Hanadi, Coenen, Frans ORCID: 0000-0003-1026-6649, Lip, Gregory YH ORCID: 0000-0002-7566-1626 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2023) Electrocardiogram Two-Dimensional Motifs: A Study Directed at Cardio Vascular Disease Classification. In: Communications in Computer and Information Science. Springer Nature Switzerland, pp. 3-27. ISBN 9783031434709

Bridge, Joshua, Harding, Simon ORCID: 0000-0003-4676-1158 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2021) End-to-End Deep Learning Vector Autoregressive Prognostic Models to Predict Disease Progression with Uneven Time Intervals. .

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Harrison, Stephanie L ORCID: 0000-0002-8846-0946, Buckley, Benjamin JR ORCID: 0000-0002-1479-8872, Zheng, Yalin ORCID: 0000-0002-7873-0922, Hill, Andrew, Hlaing, Thant, Davies, Ruth, Guo, Yutao, Lane, Deirdre A ORCID: 0000-0002-5604-9378, Lip, Gregory YH ORCID: 0000-0002-7566-1626, Choi, Sylvia et al (show 18 more authors) , Elsheikh, Sandra, Sagris, Dimitrios, Joddrell, Martha, Alobaida, Muath ORCID: 0000-0003-1257-1428, McCarthy, E, McCarthy, Elizabeth, Eustace, I, Eustace, Ian, Hoad, K, Hoad, SJ Katie, Logantha, Sunil Jit RJ, McDowell, Garry, Shantsila, Alena ORCID: 0000-0002-0594-8576, Gue, Ying, Isanejad, M, Jones, I, Isanejad, Masoud ORCID: 0000-0002-3720-5152 and Jones, Ian (2022) Evaluation of Huawei Smart Wearables for Detection of Atrial Fibrillation in Patients Following Ischaemic Stroke: The Liverpool-Huawei Stroke Study. American Heart Journal, 257. pp. 103-110.

Su, Pan, Zhao, Yitian, Chen, Tianhua, Xie, Jianyang ORCID: 0000-0002-4565-5807, Zhao, Yifan, Qi, Hong, Zheng, Yalin ORCID: 0000-0002-7873-0922 and Liu, Jiang (2019) Exploiting Reliability-Guided Aggregation for the Assessment of Curvilinear Structure Tortuosity. In: MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2019, 2019-10-13 - 2019-10-17, Shenzhen.

Zheng, Yalin ORCID: 0000-0002-7873-0922, Yao, Hanjie, Shen, Yaochun ORCID: 0000-0002-8915-1993, Zhao, Yitian and Williams, Bryan ORCID: 0000-0001-5930-287X (2019) Fully Convolutional Segmentation of Corneal Limbus and Foveal Blood Vessels in Fluorescein Angiography. [Poster]

Zheng, Yalin ORCID: 0000-0002-7873-0922, Zhao, Yitian, Chen, Xu, Gao, Dongxu ORCID: 0000-0001-7008-0737, Bridge, Joshua, Zhu, Wenyue ORCID: 0000-0002-5731-4364 and Williams, Bryan ORCID: 0000-0001-5930-287X (2019) Fully automatic localisation of the optic disc using YOLO in colour fundus photographs. [Poster]

Hernandez, Remi ORCID: 0000-0001-7757-553X, Madhusudhan, Savita, Zheng, Yalin ORCID: 0000-0002-7873-0922 and El-Bouri, Wahbi ORCID: 0000-0002-2732-5927 (2022) GENERATION OF ARTIFICIAL RETINAL MICROVASCULAR NETWORKS: VIRTUAL POPULATIONS FOR IN SILICO TRIALS. In: 7th International Conference on Computational and Mathematical Biomedical Engineering, 2022-6-27 - 2022-6-29, Milan, Italy.

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.

Zhao, Jingyu, Zhang, Jiong, Deng, Bin, Zheng, Yalin ORCID: 0000-0002-7873-0922, Liu, Jiang, Song, Ran and Zhao, Yitian (2021) Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation. .

Ahmad Hijazi, Mohd Hanafi Image classification : a study in age-related macular degeneration screening. Doctor of Philosophy thesis, University of Liverpool.

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Brunner, Matthias, Romano, Vito ORCID: 0000-0002-5148-7643, Steger, Bernhard, Vinciguerra, Riccardo, Lawman, Samuel, Williams, Bryan ORCID: 0000-0001-5930-287X, Hicks, Nicholas, Czanner, Gabriela, Zheng, Yalin ORCID: 0000-0002-7873-0922, Willoughby, Colin E et al (show 1 more authors) and Kaye, Stephen B ORCID: 0000-0003-0390-0592 (2018) Imaging of Corneal Neovascularization: Optical Coherence Tomography Angiography and Fluorescence Angiography. INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 59 (3). pp. 1263-1269.

Romano, Vito ORCID: 0000-0002-5148-7643, Steger, Bernhard, Ahmad, Mohammad ORCID: 0000-0002-5972-0358, Coco, Giulia, Pagano, Luca, Ahmad, Sajjad, Zhao, Yitian, Zheng, Yalin ORCID: 0000-0002-7873-0922 and Kaye, Stephen B ORCID: 0000-0003-0390-0592 (2022) Imaging of vascular abnormalities in ocular surface disease. SURVEY OF OPHTHALMOLOGY, 67 (1). pp. 31-51.

Al-Bander, Baidaa, Alzahrani, Theiab, Alzahrani, Saeed, Williams, Bryan M ORCID: 0000-0001-5930-287X and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2020) Improving Fetal Head Contour Detection by Object Localisation with Deep Learning. .

Xu, Ying, Williams, BM ORCID: 0000-0001-5930-287X, Al-Bander, Baidaa, Yan, Zheping, Shen, Yaochun ORCID: 0000-0002-8915-1993 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2018) Improving the Resolution of Retinal OCT with Deep Learning. In: Medical Image Understanding and Analysis, 2018-7-9 - 2018-7-11, Southampton.

Romano, Vito ORCID: 0000-0002-5148-7643, Borroni, Davide ORCID: 0000-0001-6952-5647, Geraghty, Brendan ORCID: 0000-0003-0561-6667, Lipari, Eugenio, Sborgia, Alessandra, Zheng, Yalin ORCID: 0000-0002-7873-0922, Kaye, Stephen B ORCID: 0000-0003-0390-0592 and Williams, Bryan ORCID: 0000-0001-5930-287X (2019) In-vivo evaluation of corneal collagen fibrils pattern to detect keratoconus. [Poster]

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.

Wu, Xiyin, Gao, Dongxu ORCID: 0000-0001-7008-0737, Williams, Bryan M ORCID: 0000-0001-5930-287X, Stylianides, Amira, Zheng, Yalin ORCID: 0000-0002-7873-0922 and Jin, Zhong (2020) Joint Destriping and Segmentation of OCTA Images. .

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Chen, Xu, Zhao, Jiaxin, Iselin, Katja C, Borroni, Davide ORCID: 0000-0001-6952-5647, Romano, Davide, Gokul, Akilesh, McGhee, Charles NJ, Zhao, Yitian, Sedaghat, Mohammad-Reza, Momeni-Moghaddam, Hamed et al (show 4 more authors) , Ziaei, Mohammed, Kaye, Stephen ORCID: 0000-0003-0390-0592, Romano, Vito ORCID: 0000-0002-5148-7643 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2021) Keratoconus detection of changes using deep learning of colour-coded maps. BMJ Open Ophthalmology, 6 (1). e000824-e000824.

Chen, Xu, Williams, Bryan M ORCID: 0000-0001-5930-287X, Vallabhaneni, Srinivasa R, Czanner, Gabriela, Williams, Rachel ORCID: 0000-0002-1954-0256 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2019) Learning Active Contour Models for Medical Image Segmentation. In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019-06-15 - 2019-06-20.

Chen, Xu, Williams, Bryan M ORCID: 0000-0001-5930-287X, Vallabhaneni, Srinivasa R, Czanner, Gabriela, Williams, Rachel ORCID: 0000-0002-1954-0256 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2019) Learning Active Contour Models for Medical Image Segmentation. In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019-6-15 - 2019-6-20, Long Beach, CA, USA.

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.

Lawman, Samuel, Zhang, Zijian ORCID: 0000-0002-3004-6697, Shen, Yao-Chun ORCID: 0000-0002-8915-1993 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2022) Line Field Optical Coherence Tomography. Photonics, 9 (12). p. 946.

Kazaili, Ahmed, Lawman, Samuel, Geraghty, Brendan ORCID: 0000-0003-0561-6667, Eliasy, A ORCID: 0000-0002-4473-1900, Zheng, Yalin ORCID: 0000-0002-7873-0922, Shen, Yaochun ORCID: 0000-0002-8915-1993 and Akhtar, Riaz ORCID: 0000-0002-7963-6874 (2019) Line-Field Optical Coherence Tomography as a tool for In vitro characterization of corneal biomechanics under physiological pressures. Scientific Reports, 9 (1). 6321-.

Magdaleno, Gustavo Daniel Vega, Bespalov, Vladislav, Zheng, Yalin ORCID: 0000-0002-7873-0922, Freitas, Alex A and de Magalhaes, Joao Pedro ORCID: 0000-0002-6363-2465 (2022) Machine learning-based predictions of dietary restriction associations across ageing-related genes. BMC BIOINFORMATICS, 23 (1). 10-.

Lin, Hungyen, Dong, Yue, Markl, Daniel, Williams, Bryan M ORCID: 0000-0001-5930-287X, Zheng, Yalin ORCID: 0000-0002-7873-0922, Shen, Yaochun ORCID: 0000-0002-8915-1993 and Zeitler, J Axel (2017) Measurement of the Intertablet Coating Uniformity of a Pharmaceutical Pan Coating Process With Combined Terahertz and Optical Coherence Tomography In-Line Sensing. JOURNAL OF PHARMACEUTICAL SCIENCES, 106 (4). pp. 1075-1084.

Aldosari, Hanadi, Coenen, Frans ORCID: 0000-0003-1026-6649, Lip, Gregory YH ORCID: 0000-0002-7566-1626 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2021) Motif Based Feature Vectors: Towards a Homogeneous Data Representation for Cardiovascular Diseases Classification. .

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Al-Bander, Baidaa, Al-Nuaimy, Waleed ORCID: 0000-0001-8927-2368, Williams, Bryan M ORCID: 0000-0001-5930-287X and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2018) Multiscale sequential convolutional neural networks for simultaneous detection of fovea and optic disc. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 40. pp. 91-101.

Chen, Jiayu, Mou, Lei, Ma, Shaodong, Fu, Huazhu, Guo, Lijun, Zheng, Yalin ORCID: 0000-0002-7873-0922, Zhang, Jiong and Zhao, Yitian (2022) NerveFormer: A Cross-Sample Aggregation Network for Corneal Nerve Segmentation. .

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Barrera, Valentina, MacCormick, Ian James Callum, Czanner, Gabriela, Hiscott, Paul Stephenson ORCID: 0000-0002-4273-2387, White, Valerie Ann, Craig, Alister Gordon ORCID: 0000-0003-0914-6164, Beare, Nicholas Alexander Venton ORCID: 0000-0001-8086-990X, Culshaw, Lucy Hazel, Zheng, Yalin ORCID: 0000-0002-7873-0922, Biddolph, Simon Charles et al (show 5 more authors) , Milner, Danny Arnold, Kamiza, Steve, Molyneux, Malcolm Edward, Taylor, Terrie Ellen and Harding, Simon Peter ORCID: 0000-0003-4676-1158 (2018) Neurovascular sequestration in paediatric P. falciparum malaria is visible clinically in the retina. eLife, 7. e32208-.

Williams, Bryan M ORCID: 0000-0001-5930-287X, Chen, Ke ORCID: 0000-0002-6093-6623, Harding, Simon P ORCID: 0000-0003-4676-1158 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2015) A New Method of Blind Deconvolution for Colour Fundus Retinal Images. In: Ophthalmic Medical Image Analysis Second International Workshop, 2015-10-9 - 2015-10-9.

Dong, Yue, Lawman, Samuel, Zheng, Yalin ORCID: 0000-0002-7873-0922, Williams, Dominic ORCID: 0000-0002-0758-3152, Zhang, Jinke and Shen, Yao-Chun ORCID: 0000-0002-8915-1993 (2016) Nondestructive analysis of automotive paints with spectral domain optical coherence tomography. APPLIED OPTICS, 55 (13). pp. 3695-3700.

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Hart, Colby, Chen, Xu, Ahmed, Mahmoud, McLean, Keri ORCID: 0000-0002-8907-1176, Somerville, Tobi, Hulpus, Adela, Butt, Gibran, Coco, Giulia, Romano, Vito ORCID: 0000-0002-5148-7643, Rauz, Saaeha et al (show 3 more authors) , Zhao, Sam, Zheng, Yalin ORCID: 0000-0002-7873-0922 and Kaye, Stephen ORCID: 0000-0003-0390-0592 (2023) OP-3 The effectiveness of artificial intelligence in annotating and measuring corneal pathology on OCT. In: 2023 Proceeding of the XXIII Bowman Club Annual Meeting, 3rd March 2023, England.

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Hart, Colby, Chen, Xu, Ahmed, Mahmoud, McLean, Keri ORCID: 0000-0002-8907-1176, Somerville, Tobi, Hulpus, Adela, Butt, Gibran, Coco, Giulia, Romano, Vito, Rauz, Saaeha et al (show 3 more authors) , Zhao, Sam, Zheng, Yalin ORCID: 0000-0002-7873-0922 and Kaye, Stephen ORCID: 0000-0003-0390-0592 (2023) OP-3 The effectiveness of artificial intelligence in annotating and measuring corneal pathology on OCT. BMJ open ophthalmology, 8 (Suppl ). A1-A2.

Kaye, Stephen, Lawman, Sam, Undan, Alexander, Madden, Andrea, Pagano, Luca, Romano, Vito, Mason, Sharon, Shen, Yaochun ORCID: 0000-0002-8915-1993 and Zheng, Yalin (2023) OP-5 Measuring Bowman's layer in the clinic. In: 2023 Proceeding of the XXIII Bowman Club Annual Meeting, 3rd March 2023, England.

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Hamill, Barbra, Peto, Tunde, Gao, Dongxu, Patri, Godhuli, Madhusudhan, Savita, Zheng, Yalin ORCID: 0000-0002-7873-0922, Foster, Paul, Balaskas, Konstantinos, Quinn, Michael Joseph, Lenfestey, Pauline et al (show 6 more authors) , Parry, David ORCID: 0000-0002-9114-774X, Leach, Sophie, Alyson, Muldrew, Cushley, Laura, Sproule, Alan and Jamison, Catherine (2022) Optic disc features in UKBIOBANK (UKBB) and the novel deep learning (DL) algorithm for automated prediction of cup-disc ratio (CDR) from colour fundus (CF) images. .

Zhang, Hongrun (2023) Pathology Whole Slide Image Analysis Using Deep Learning, With Particular Applications on Uveal Melanoma. PhD thesis, University of Liverpool.

Zhang, Hongrun, Kalirai, Helen ORCID: 0000-0002-4440-2576, Acha-Sagredo, Amelia, Yang, Xiaoyun, Zheng, Yalin ORCID: 0000-0002-7873-0922 and Coupland, Sarah E ORCID: 0000-0002-1464-2069 (2020) Piloting a Deep Learning Model for Predicting Nuclear BAP1 Immunohistochemical Expression of Uveal Melanoma from Hematoxylin-and-Eosin Sections. Translational Vision Science & Technology, 9 (2). 50-.

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Wilson, Kyle ORCID: 0000-0003-0151-7530, Tu, Zhanhan, Mbale, Emmie, Mhango, Priscilla, Kayange, Petros, Gladstone, Melissa ORCID: 0000-0002-2579-9301, Harding, Simon ORCID: 0000-0003-4676-1158, Gottlob, Irene, Garcia-Finana, Marta ORCID: 0000-0003-4939-0575, Shen, Yaochun ORCID: 0000-0002-8915-1993 et al (show 4 more authors) , Taylor, Terrie, Seydel, Karl, Zheng, Yalin ORCID: 0000-0002-7873-0922 and Beare, Nicholas AV ORCID: 0000-0001-8086-990X (2023) Predicting Acute and Post-Recovery Outcomes in Cerebral Malaria and Other Comas by Optical Coherence Tomography (OCT in CM) – A protocol for an observational cohort study of Malawian children. Wellcome Open Research, 8. p. 172.

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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.

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Yang, Xingyu, Zhang, Zijian ORCID: 0000-0002-3004-6697, Huang, Yi ORCID: 0000-0001-7774-1024, Zheng, Yalin ORCID: 0000-0002-7873-0922 and Shen, Yaochun ORCID: 0000-0002-8915-1993 (2022) Using a graph-based image segmentation algorithm for remote vital sign estimation and monitoring. Scientific Reports, 12 (1). 15197-.

Albarrak, Abdulrahman, Coenen, Frans ORCID: 0000-0003-1026-6649 and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2017) Volumetric image classification using homogeneous decomposition and dictionary learning: A study using retinal optical coherence tomography for detecting age-related macular degeneration. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 55. pp. 113-123.

Browning, Nigel D ORCID: 0000-0003-0491-251X, Castagna, Jony, Kirkland, Angus I, Moshtaghpour, Amirafshar ORCID: 0000-0002-6751-2698, Nicholls, Daniel ORCID: 0000-0003-1677-701X, Robinson, Alex W ORCID: 0000-0002-1901-2509, Wells, Jack and Zheng, Yalin ORCID: 0000-0002-7873-0922 (2023) The advantages of sub-sampling and Inpainting for scanning transmission electron microscopy. APPLIED PHYSICS LETTERS, 122 (5). 050501-050501.

Zhao, Yitian, Su, Pan, Yang, Jian, Zhao, Yifan, Zheng, Yalin ORCID: 0000-0002-7873-0922 and Wang, Yongtian (2017) A compactness based saliency approach for leakages detection in fluorescein angiogram. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 8 (6). pp. 1971-1979.

Williams, Bryan M ORCID: 0000-0001-5930-287X, Spencer, Jack A, Chen, Ke ORCID: 0000-0002-6093-6623, Zheng, Yalin ORCID: 0000-0002-7873-0922 and Harding, Simon ORCID: 0000-0003-4676-1158 (2016) An effective variational model for simultaneous reconstruction and segmentation of blurred images. JOURNAL OF ALGORITHMS & COMPUTATIONAL TECHNOLOGY, 10 (4). pp. 244-264.

Gao, D ORCID: 0000-0001-7008-0737, Celik, N ORCID: 0000-0003-1813-1036, wu, xiyin, Williams, bryan ORCID: 0000-0001-5930-287X, Stylianides, A and Zheng, yalin ORCID: 0000-0002-7873-0922 (2020) A novel deep learning based OCTA de-striping method. .

Foulkes, Daniel M, McLean, Keri ORCID: 0000-0002-8907-1176, Zheng, Yalin, Sarsby, Joscelyn, Haneef, Atikah S ORCID: 0000-0001-7422-9594, Fernig, David G ORCID: 0000-0003-4875-4293, Winstanley, Craig ORCID: 0000-0002-2662-8053, Berry, Neil ORCID: 0000-0003-1928-0738 and Kaye, Stephen B ORCID: 0000-0003-0390-0592 (2021) A pipeline to evaluate inhibitors of the <i>Pseudomonas</i> <i>aeruginosa</i> exotoxin U. BIOCHEMICAL JOURNAL, 478 (3). pp. 647-668.

Dhirachaikulpanich, Dhanach ORCID: 0000-0003-2234-1837, Chanthongdee, Kanat, Zheng, Yalin ORCID: 0000-0002-7873-0922 and Beare, Nicholas AV ORCID: 0000-0001-8086-990X (2023) A systematic review of OCT and OCT angiography in retinal vasculitis. Journal of ophthalmic inflammation and infection, 13 (1). p. 1.