AIMC Topic: Graft Survival

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Identify Hard-to-Place Kidneys for Early Engagement in Accelerated Placement With a Deep Learning Optimization Approach.

Transplantation proceedings Jan 12, 2023
Recommended practices that follow match-run sequences for hard-to-place kidneys succumb to many declines, accruing cold ischemic time and exacerbating kidney quality that may lead to unnecessary kidney discard. Hard-to-place deceased donor kidneys ac...
Tissue Donors Graft Survival Kidney Tissue and Organ Procurement Donor Selection Humans Kidney Transplantation Risk Factors Deep Learning
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Deep learning identified pathological abnormalities predictive of graft loss in kidney transplant biopsies.

Kidney international Oct 30, 2021
Interstitial fibrosis, tubular atrophy, and inflammation are major contributors to kidney allograft failure. Here we sought an objective, quantitative pathological assessment of these lesions to improve predictive utility and constructed a deep-learn...
Kidney Transplantation Deep Learning Graft Survival Kidney Graft Rejection Humans Biopsy
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Machine Learning Applications in Solid Organ Transplantation and Related Complications.

Frontiers in immunology Sep 16, 2021
The complexity of transplant medicine pushes the boundaries of innate, human reasoning. From networks of immune modulators to dynamic pharmacokinetics to variable postoperative graft survival to equitable allocation of scarce organs, machine learning...
Humans Machine Learning Decision Support Techniques Diagnosis, Computer-Assisted Time Factors Graft Survival Treatment Outcome Predictive Value of Tests Clinical Decision-Making Risk Factors Risk Assessment Postoperative Complications Organ Transplantation Data Mining Therapy, Computer-Assisted
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An Unbiased Machine Learning Exploration Reveals Gene Sets Predictive of Allograft Tolerance After Kidney Transplantation.

Frontiers in immunology Jul 8, 2021
Efforts at finding potential biomarkers of tolerance after kidney transplantation have been hindered by limited sample size, as well as the complicated mechanisms underlying tolerance and the potential risk of rejection after immunosuppressant withdr...
Patient Selection Oligonucleotide Array Sequence Analysis Transplantation Tolerance Gene Expression Profiling Transcriptome Time Factors Graft Survival Machine Learning Treatment Outcome Kidney Transplantation Databases, Genetic Clinical Decision-Making Humans Immunosuppressive Agents Risk Factors Predictive Value of Tests Risk Assessment Graft Rejection
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Patterns of 1,748 Unique Human Alloimmune Responses Seen by Simple Machine Learning Algorithms.

Frontiers in immunology Jul 28, 2020
Allele specific antibody response against the polymorphic system of HLA is the allogeneic response marker determining the immunological risk for graft acceptance before and after organ transplantation and therefore routinely studied during the patien...
Histocompatibility Histocompatibility Testing Isoantigens Adult Flow Cytometry Male HLA Antigens Humans Middle Aged Pattern Recognition, Automated Machine Learning Graft Survival Isoantibodies Kidney Transplantation Treatment Outcome Female Cluster Analysis Immunosuppressive Agents Principal Component Analysis Graft Rejection
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Development and Evaluation of a Machine Learning Prediction Model for Flap Failure in Microvascular Breast Reconstruction.

Annals of surgical oncology Mar 9, 2020
BACKGROUND: Despite high success rates, flap failure remains an inherent risk in microvascular breast reconstruction. Identifying patients who are at high risk for flap failure would enable us to recommend alternative reconstructive techniques. Howev...
Microcirculation Clinical Decision Rules Graft Survival Decision Trees Surgical Flaps Mammaplasty Machine Learning Prognosis Retrospective Studies Female Risk Factors Aged Adult Breast Neoplasms Middle Aged Humans Artificial Intelligence
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Autologous fat graft assisted by stromal vascular fraction improves facial skin quality: A randomized controlled trial.

Journal of plastic, reconstructive & aesthetic surgery : JPRAS Nov 29, 2019
BACKGROUND: Cell-assisted lipotransfer (CAL) promotes the survival of fat grafts with high vascular density and improves skin quality by increasing collagen content. However, no study has quantified the changes on the skin surface, and rigorous metho...
Humans Face Middle Aged Female Stromal Cells Graft Survival Young Adult Transplantation, Autologous Adipose Tissue Adult Plastic Surgery Procedures Dermatologic Surgical Procedures
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Using machine learning techniques to develop risk prediction models to predict graft failure following kidney transplantation: protocol for a retrospective cohort study.

F1000Research Oct 29, 2019
A mechanism to predict graft failure before the actual kidney transplantation occurs is crucial to clinical management of chronic kidney disease patients.  Several kidney graft outcome prediction models, developed using machine learning methods, are...
Retrospective Studies Humans Graft Survival Machine Learning Australia Kidney Transplantation Graft Rejection Prognosis New Zealand
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[Renal graft survival in patients transplanted from organs of deceased donors].

Revista medica del Instituto Mexicano del Seguro Social Jul 1, 2019
BACKGROUND: In Mexico, out of the total number of transplants it was reported, in 2014, a frequency of 29% of deceased donor renal transplantation (DDRT). The use of kidneys from deceased elderly donors is increasing over the years. Currently, some a...
Kidney Transplantation Cadaver Retrospective Studies Time Factors Female Tissue Donors Humans Aged Graft Survival Young Adult Glomerular Filtration Rate Adult Creatinine Male Middle Aged Postoperative Complications
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A Novel CNN-Based CAD System for Early Assessment of Transplanted Kidney Dysfunction.

Scientific reports Apr 11, 2019
This paper introduces a deep-learning based computer-aided diagnostic (CAD) system for the early detection of acute renal transplant rejection. For noninvasive detection of kidney rejection at an early stage, the proposed CAD system is based on the f...
Young Adult Adult Male Kidney Transplantation Middle Aged Diffusion Magnetic Resonance Imaging Postoperative Complications Prognosis Humans Kidney Function Tests Diagnosis, Computer-Assisted Female Neural Networks, Computer Follow-Up Studies Risk Factors Algorithms Adolescent Graft Rejection Aged Graft Survival Image Interpretation, Computer-Assisted Glomerular Filtration Rate
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