2022 American Transplant Congress » Machine Learning, Artificial Intelligence and Social Media in Transplantation

Date: Tuesday, June 7, 2022

Time: 7:00pm-8:00pm

Location: Hynes Halls C & D

Session Type: Poster Abstract

Meeting: 2022 American Transplant Congress

7:00pm-8:00pm: 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

7:00pm-8:00pm: Deep Learning Identifies Arterial Intimal Fibrosis in Kidney Transplant Biopsies

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

7:00pm-8:00pm: 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

7:00pm-8:00pm: 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

7:00pm-8:00pm: Distinct Phenotypes of Kidney Transplant Recipients Aged 80 Years or Older in the United States by Machine Learning Consensus Clustering

S. A. Mao¹, C. Thongprayoon², M. A. Mao³, C. C. Jadlowiec⁴, N. Leeaphorn⁵, M. Cooper⁶, W. Cheungpasitporn²

7:00pm-8:00pm: Distinct Phenotypes of Kidney Transplant Recipients with Delayed Graft Function Identified Through Machine Learning Consensus Clustering

C. Jadlowiec¹, C. Thongprayoon², N. Leeaphorn³, W. Kaewput⁴, P. Pattharanitima⁵, M. Cooper⁶, W. Cheungpasitporn²

7:00pm-8:00pm: Evaluating the Performance and External Validity of Machine Learning-Based Prediction Models in Liver Transplantation: An International Study

T. Ivanics¹, D. So², M. P. Claasen³, D. Wallace⁴, M. Patel⁵, A. Gravely⁶, K. Walker⁷, T. Cowling⁷, L. Erdman⁸, G. Sapisochin³

7:00pm-8:00pm: Influence of the Competing Risk of Recipient Death on the Risk Estimation of Kidney Transplant Failure

M. Coemans¹, G. Verbeke², B. Döhler³, C. Süsal³, M. Naesens¹

7:00pm-8:00pm: Multidimensional Prognostication Tool for Kidney Transplant Patient Survival: The Mortality Mbox

C. Debiais-Deschamps¹, O. Aubert¹, D. Yoo¹, G. Divard¹, C. Lefaucheur², C. Legendre³, A. Loupy¹

7:00pm-8:00pm: Organ Tracking Combined with Real-Time Communication to Reduce Organ Shipment Delays and Cit: The First Report of a Comprehensive, Scalable System for Organ Tracking and Communication in the United States

A. Melia¹, S. Pankow¹, C. Paydenkar¹, P. Summers¹, J. Scalea²

7:00pm-8:00pm: Prediction of Delayed Graft Function After Deceased Donor Kidney Transplantation Using Machine Learning and Sequential Donor Data

J. Sageshima¹, J. Yu¹, H. Lala Gul¹, F. De Leon¹, N. Goussous¹, N. Mineyev¹, P. Than¹, K. Jen², R. Perez¹

7:00pm-8:00pm: Predictors of Short and Long Term Outcomes of Donor After Cardiac Death (DCD) versus Donor After Brain Death (DBD) Kidney Transplantation from Supra Marginal Donors ( D4). A Machine Learning Analysis (MLA) of NHSBT Registry Data Since Year 2000

H. Sharma¹, A. Sharma², T. Gunawardhane¹, B. Devkaran¹, K. Kapoor¹, S. Mehra¹

7:00pm-8:00pm: Revolutionizing Clinical Diagnostic Models for Acute Rejection Using Generative Adversarial Networks

W. Yazar¹, R. Nijor¹, R. Sarwal¹, N. Titzler¹, M. Sarwal², S. Ghosh¹

7:00pm-8:00pm: Streamlining Donation Transplantation Communication Via HIPAA-compliant App

J. Piano, W. Liu

7:00pm-8:00pm: Telemedical Surveillance and Optimized Treatment of Blood Pressure in Kidney Transplant Recipients

W. Düttmann¹, M. G. Naik¹, B. Zukunft¹, B. Osmanodja¹, G. Eleftheriadis¹, S. Ronicke², M. Choi¹, F. Bachmann¹, F. Halleck¹, K. Budde¹