AIMC Topic: Lung Transplantation

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Predicting Primary Graft Dysfunction in Systemic Sclerosis Lung Transplantation Using Machine-Learning and CT Features.

Clinical transplantation Jul 1, 2025
INTRODUCTION: Primary graft dysfunction (PGD) is a significant barrier to survival in lung transplant (LTx) recipients. PGD in patients with systemic sclerosis (SSc) remains especially underrepresented in research.
Humans Machine Learning Prognosis Retrospective Studies Tomography, X-Ray Computed Female Risk Factors Adult Male Middle Aged Graft Survival Follow-Up Studies Lung Transplantation Scleroderma, Systemic Primary Graft Dysfunction
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Analysis of the most influential factors affecting outcomes of lung transplant recipients: a multivariate prediction model based on UNOS Data.

BMJ open May 16, 2025
OBJECTIVES: In lung transplantation (LTx), a priority is assigned to each candidate on the waiting list. Our primary objective was to identify the key factors that influence the allocation of priorities in LTx using machine learning (ML) techniques t...
Humans Machine Learning Databases, Factual Female Male Middle Aged Lung Transplantation Transplant Recipients Tissue and Organ Procurement Waiting Lists Multivariate Analysis
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Predictive Value of Immune Cell Functional Assay for Non-Cytomegalovirus Infection in Lung Transplant Recipients: A Multicenter Prospective Observational Study.

Archivos de bronconeumologia Nov 1, 2021
INTRODUCTION: Immune cell functional assay (ImmuKnow®) is a non-invasive method that measures the state of cellular immunity in immunosuppressed patients. We studied the prognostic value of the assay for predicting non-cytomegalovirus (CMV) infection...
Humans Lung Immunocompromised Host Adenosine Triphosphate Lung Transplantation Transplant Recipients
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Liver and Lung Transplant Advances.

JAMA Mar 12, 2019
Humans Machine Learning Prognosis Female Male Severity of Illness Index Delayed Graft Function Cell-Free Nucleic Acids Graft Rejection Lung Diseases Liver Transplantation Lung Transplantation Waiting Lists End Stage Liver Disease
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