Publications

Publications in reverse chronological order.

2024

  1. arXiv
    Many happy returns: machine learning to support platelet issuing and waste reduction in hospital blood banks
    Farrington, Joseph, Alimam, Samah, Utley, Martin, Li, Kezhi, and Wong, Wai Keong
    arXiv preprint arXiv:2411.14939v1 2024
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  2. JMIR
    Large Language Model for Mental Health: A Systematic Review
    Guo, Zhijun, Lai, Alvina, Thygesen, Johan,  Farrington, Joseph, Keen, Thomas, and Li, Kezhi
    JMIR Mental Health 2024
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2023

  1. Transfusion
    Machine learning in transfusion medicine: A scoping review
    Maynard, Suzanne,  Farrington, Joseph, Alimam, Samah, Evans, Hayley, Li, Kezhi, Wong, Wai Keong, and Stanworth, Simon J.
    Transfusion 2023
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  2. arXiv
    Going faster to see further: GPU-accelerated value iteration and simulation for perishable inventory control using JAX
    Farrington, Joseph, Li, Kezhi, Wong, Wai Keong, and Utley, Martin
    arXiv preprint arXiv:2303.10672 2023
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2022

  1. npj Digit. Med.
    Machine learning for real-time aggregated prediction of hospital admission for emergency patients
    King, Zella,  Farrington, Joseph, Utley, Martin, Kung, Enoch, Elkhodair, Samer, Harris, Steve, Sekula, Richard, Gillham, Jonathan, Li, Kezhi, and Crowe, Sonya
    npj Digital Medicine 2022
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  2. TVST
    A deep learning framework for the detection and quantification of drusen and reticular pseudodrusen on optical coherence tomography
    Schwartz, Roy, Khalid, Hagar, Liakopoulos, Sandra, Ouyang, Yanling, Vente, Coen, González-Gonzalo, Cristina, Lee, Aaron Y., Guymer, Robyn, Chew, Emily Y., Egan, Catherine, Wu, Zhichao, Kumar, Himeesh,  Farrington, Joseph, Sánchez, Clara I., and Tufail, Adnan
    Translational Vision Science & Technology 2022
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