A Machine-learning Approach to Human Ex Vivo Lung Perfusion Predicts Transplantation Outcomes and Promotes Organ Utilization

被引:0
|
作者
Husain, Irma [1 ]
Luo, Xunrong [1 ]
机构
[1] Duke Univ, Dept Med, Div Nephrol, 2 Genome Ct, Durham, NC 27705 USA
关键词
D O I
10.1097/TP.0000000000004836
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
引用
收藏
页码:2290 / 2291
页数:2
相关论文
共 50 条
  • [1] A machine-learning approach to human ex vivo lung perfusion predicts transplantation outcomes and promotes organ utilization
    Andrew T. Sage
    Laura L. Donahoe
    Alaa A. Shamandy
    S. Hossein Mousavi
    Bonnie T. Chao
    Xuanzi Zhou
    Jerome Valero
    Sharaniyaa Balachandran
    Aadil Ali
    Tereza Martinu
    George Tomlinson
    Lorenzo Del Sorbo
    Jonathan C. Yeung
    Mingyao Liu
    Marcelo Cypel
    Bo Wang
    Shaf Keshavjee
    Nature Communications, 14
  • [2] A machine-learning approach to human ex vivo lung perfusion predicts transplantation outcomes and promotes organ utilization
    Sage, Andrew T.
    Donahoe, Laura L.
    Shamandy, Alaa A.
    Mousavi, S. Hossein
    Chao, Bonnie T.
    Zhou, Xuanzi
    Valero, Jerome
    Balachandran, Sharaniyaa
    Ali, Aadil
    Martinu, Tereza
    Tomlinson, George
    Del Sorbo, Lorenzo
    Yeung, Jonathan C.
    Liu, Mingyao
    Cypel, Marcelo
    Wang, Bo
    Keshavjee, Shaf
    NATURE COMMUNICATIONS, 2023, 14 (01)
  • [3] InsighTx: A Machine-Learning Model That Accurately Predicts Transplant Outcomes During Ex Vivo Lung Perfusion
    Sage, A. T.
    Shamandy, A. A.
    Mousavi, S. H.
    Chao, B. T.
    Nitski, O.
    Zhou, X.
    Del Sorbo, L.
    Yeung, J. C.
    Liu, M.
    Cypel, M.
    Wang, B.
    Keshavjee, S.
    JOURNAL OF HEART AND LUNG TRANSPLANTATION, 2022, 41 (04): : S15 - S15
  • [4] Normothermic ex vivo lung perfusion: Does the indication impact organ utilization and patient outcomes after transplantation?
    Cypel, Marcelo
    Yeung, Jonathan C.
    Donahoe, Laura
    Chen, Manyin
    Zamel, Ricardo
    Hoetzenecker, Konrad
    Yasufuku, Kazuhiro
    de Perrot, Marc
    Pierre, Andrew F.
    Waddell, Thomas K.
    Keshavjee, Shaf
    JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 2020, 159 (01): : 346 - +
  • [5] A Machine Learning Approach to Processing and Interpreting Ex Vivo Lung Radiographs Predicts Transplant Outcomes
    Chao, B. T.
    Ma, J.
    Zhou, X.
    McInnis, M.
    Yeung, J.
    Cypel, M.
    Liu, M.
    Sage, A.
    Wang, B.
    Keshavjee, S.
    JOURNAL OF HEART AND LUNG TRANSPLANTATION, 2023, 42 (04): : S122 - S122
  • [6] A radiographic score for human donor lungs on ex vivo lung perfusion predicts transplant outcomes
    Chao, Bonnie T.
    McInnis, Micheal C.
    Sage, Andrew T.
    Yeung, Jonathan C.
    Cypel, Marcelo
    Liu, Mingyao
    Wang, Bo
    Keshavjee, Shaf
    JOURNAL OF HEART AND LUNG TRANSPLANTATION, 2024, 43 (05): : 797 - 805
  • [7] A Multi-Modal Machine-Learning Approach that Combines Imaging and Functional Data Obtained During Ex Vivo Lung Perfusion Significantly Improves Prediction of Transplant Outcomes
    Chao, B. T.
    Ma, J.
    Van Iderstine, M. G.
    McInnis, M. C.
    Zhou, X.
    Valero, J.
    Cypel, M.
    Liu, M.
    Wang, B.
    Sage, A. T.
    Keshavjee, S.
    JOURNAL OF HEART AND LUNG TRANSPLANTATION, 2024, 43 (04): : S81 - S81
  • [8] Lung Compliance During Ex Vivo Lung Perfusion Predicts Early Post Transplant Outcomes
    Sanchez, P. G.
    Bittle, G. J.
    Cantu, E., III
    Ovidio, F. D.
    Weyant, M.
    Davis, R. D.
    Griffith, B. P.
    JOURNAL OF HEART AND LUNG TRANSPLANTATION, 2015, 34 (04): : S97 - S97
  • [9] Utilization and Outcomes with Single Lung Transplantation Following Ex Vivo Lung Perfusion Using a Centralized Lung Evaluation System at a Dedicated Facility
    Mallea, J.
    Kon, Z.
    Brown, A.
    Hartwig, M.
    Sanchez, P.
    Keller, C.
    Erasmus, D.
    Dilling, D.
    D'Cunha, J.
    Roberts, M.
    Sketch, M. R.
    Johnson, D.
    McCurry, K.
    JOURNAL OF HEART AND LUNG TRANSPLANTATION, 2023, 42 (04): : S526 - S527
  • [10] Evaluating the Impact of Ex Vivo Lung Perfusion on Organ Transplantation A Retrospective Cohort Study
    Peel, John K.
    Pullenayegum, Eleanor M.
    Naimark, David
    Aversa, Meghan
    Liu, Mingyao
    Del Sorbo, Lorenzo
    Barrett, Kali
    Sander, Beate
    Keshavjee, Shaf
    ANNALS OF SURGERY, 2023, 278 (02) : 288 - 296