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American Transplant Congress abstracts

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2022 American Transplant Congress

TOPIC: Clinical Science » Organ Inclusive » 72 - Machine Learning, Artificial Intelligence and Social Media in Transplantation

  • A Hybrid Model Combining Survival Analysis, Knapsack Optimization and Supervised Learning to Extrapolate the Evolution of Kidney Transplantation Patients from Donors with Expanded Criteria After Controlled Circulatory Death

    F. Santos Arteaga1, D. Di Caprio2, O. Bestard3, N. Montero4, F. Moreso3, M. Crespo5, C. Facundo6, J. Reinoso-Moreno7, D. Cucchiari7, B. Bayes7, E. Poch7, J. M. Campistol7, F. Oppenheimer7, F. Diekmann7, I. Revuelta7

  • A Machine Learning Approach to Estimating Anticipated Waiting Time and Survival Benefit in Older Kidney Transplant Candidates

    D. M. Vock1, E. S. Helgeson2, A. J. Matas2

  • A Machine Learning Model for Predicting Antibody Response to 2-Dose Sars-cov-2 MRNA Vaccine Series in Transplant Recipients

    J. L. Alejo1, J. Mitchell1, T. Chiang1, A. Abedon1, W. Werbel1, R. Avery1, A. Tobian1, A. Massie1, J. Garonzik-Wang2, D. Segev1, S. Bae1

  • Artificial Intelligence Based Dosing of Tacrolimus in Liver Transplantation: Prospective, Randomized Phase 2 Trial

    A. Zarrinpar1, C. Ho2, C. Warren1, J. Khong2, M. Lee2, S. Duarte1, K. Andreoni1, M. Johnson1, N. Battula3, D. McKimmy1, T. Beduschi1

  • Augmented Reality in Hand-Assisted Retroperitoneal Donor Nephrectomy – Procedure Step Adjusted Evaluation for the Surgeons’ Benefits

    R. Wahba1, L. Krames2, J. Hogervorst3, R. R. Datta1, M. N. Thomas1, P. Suppa3, D. L. Stippel1

  • Deep Learning Identifies Arterial Intimal Fibrosis in Kidney Transplant Biopsies

    K. Liu1, Z. Yi2, S. Ward3, F. Salem3, W. Zhang2

  • Development and Validation of a Machine Learning Based Virtual Biopsy System in Kidney Transplant Patients

    D. Yoo1, G. Divard1, M. Raynaud1, A. Bentall2, M. Stegall3, M. Naesens4, I. Batal5, S. Coley6, J. Gill7, M. Mengel8, L. Cornell3, M. P. Alexander2, T. Coates9, C. Legendre10, P. Reese11, c. lefaucheur12, O. Aubert1, A. Loupy1

  • Development of a Comprehensive Banff Automation System for Kidney Allograft Precision Diagnostics

    D. Yoo1, J. Gueguen1, G. Divard1, M. Raynaud1, V. Goutaudier1, M. Rabant1, M. Haas2, M. Mengel3, O. Aubert1, A. Loupy1

  • Development of Diagnostic Algorithms for Peri-Operative Error Cause and Effect Analysis in Renal Transplant Surgery

    P. Gogalniceanu1, H. Maple1, G. Papadakis1, P. Chandak1, I. Loukopoulos1, J. Olsburgh1, N. Kessaris1, F. Calder1, N. Sevdalis2, N. Mamode1

  • Discovery of Risk Factor Control Targets Using Machine Learning and Network Analysis for One-Year Renal Allograft Dysfunction

    Y. Lee1, M. Hong2, J. Kong3, O. Kwon4, C. Jung5, J. Yang6, M. Kim7, H. Han8, S. Nam9

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