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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.

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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, 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]

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. .

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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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. .

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. .

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]

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.

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Harwood, Rachel ORCID: 0000-0003-3440-3142, Bridge, Joshua, Ressel, Lorenzo ORCID: 0000-0002-6614-1223, Scarfe, Lauren, Sharkey, Jack, Czanner, Gabriela, Kalra, Philip A, Odudu, Aghogho, Kenny, Simon, Wilm, Bettina ORCID: 0000-0002-9245-993X et al (show 1 more authors) and Murray, Patricia (2022) Murine models of renal ischemia reperfusion injury: An opportunity for refinement using noninvasive monitoring methods. Physiological Reports, 10 (5). e15211-.

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.

Bridge, Joshua, Blakey, John D and Bonnett, Laura J ORCID: 0000-0002-6981-9212 (2020) A systematic review of methodology used in the development of prediction models for future asthma exacerbation. BMC MEDICAL RESEARCH METHODOLOGY, 20 (1). 22-.