Posters
Artificial Intelligence: Clinical Prediction, Decision Support, and Digital Kidney Care
October 23, 2026 | 10:00 AM - 12:00 PM
Location: Exhibit Hall A, Convention Center
Session Description
Poster Session
Posters
Real-Time Cumulative Sum-GFR Trajectory Monitoring Affords a 15-Month Predictive Lead Time for ESKD
Identification of a Strategic "Intervention Window" in Rapid Progression of Diabetic Kidney Disease: A Temporal Cascade Analysis Providing up to 12 Months of Lead Time
NHEM: A Dual-Model Machine Learning Pipeline for Early CKD Progression Detection in Medicaid Populations with Type 2 Diabetes
Long-Term GFR Trajectory Prediction in Patients with CKD Using Neural Network-Based Latent-Space Neighbor Simulation
Predicting Two-Year Risk of Progression to ESKD in Intensive Care Unit Survivors of AKI: A Competing Risk-Random Survival Forest Approach
Prediction of AKI Stage 2+ Within Seven Days of Intubation Using First-Day Intensive Care Unit (ICU) Data
Trajectory-Based Machine Learning Reveals Progressive Mortality Risk Escalation Before Death in Patients on Hemodialysis
Prediction of 30-Day Mortality After Kidney Replacement Therapy Initiation for AKI: An Analysis of the Medical Information Mart for Intensive Care IV Data
External Validation of Temporal XGBoost Model for Predicting Seven-Day CRRT-Free Survival in Critically Ill Patients on CRRT
Development of a Large Language Model-Based Tool for Scoring Nephrology Clinical Reasoning
Prediction of Intradialytic Hypotension Using Machine Learning in Hospitalized Patients Undergoing Intermittent Hemodialysis
A Physiology-Driven Framework for Predicting Hemoglobin Response and Personalizing Erythropoiesis-Stimulating Agent Dosing in Hemodialysis
Competing Risks of Dialysis and Death at eGFR ≤20: Evidence for Risk-Based Kidney Transplant Referral
Advancing Prognostic Models for Competing Risks in Kidney Transplantation Outcomes: Statistical and Machine Learning Approaches
A Multimodel Causal Survival Analysis Framework for Individualized Dialysis Decision Support in Patients with Advanced CKD: A Retrospective Cohort Study
Comparison of Causal Machine Learning (ML) Models on Predicting Survival Benefit with Dialysis in Patients with ESKD: A Retrospective Cohort Study
Competing-Risk Random Survival Forest for First Thrombectomy: A Multicenter Saudi Hemodialysis Cohort
Applying Risk Stratification to Improve Guideline-Directed Medical Therapy Uptake and Albuminuria Testing in a Large US Nephrology Practice
Effectiveness of the Comprehensive Kidney Care Contracting (CKCC) Model on Kidney Treatment Outcomes and Medicare Expenditures
Unmasking Occult CKD in Primary Care: The UC ODISEA Project
Effects of Macroeconomic Indicators on Kidney Transplant Awareness in the United States: A SARIMAX Analysis of Google Search Trends, 2004-2025
Design, Deployment, and Early Adoption of an Electronic Health Record (EHR)-Integrated Longitudinal Visualization Tool for Inpatients with AKI
Context-Aware Classification of Fatigue Status in Electronic Health Record Notes Using Large Language Models in CKD and CVD Cohorts
Evaluation of Large Language Models for AKI Risk Factor Extraction from Hospital Discharge Notes
Tree-of-Thought and Graph-of-Thought Structure Improves Large Language Model Comprehension of Nephrology Graphical Abstracts
Evaluating the Accuracy and Reasoning of Large Language Models (LLM) in Selecting Statistical Methodologies for Nephrology Clinical Trials
Artificial Intelligence (AI)-Assisted Video Education for Patients with Kidney Diseases
Integrating Clinical Context to Improve Large Language Model Interpretation of Image-Based Nephropathology Questions
Evaluating Large Language Models for CKD Medication Review: A Trap-Embedded Benchmark
Evaluating Large Language Models for Detection of Renoprotective Therapy Omissions in CKD: A Synthetic Benchmark Study
Assessment of OpenEvidence vs. ChatGPT-5 for Prior Authorization Letter Generation in Nephrology
Comparing Large Language Model and Human Coding for Qualitative Analysis of Mindfulness in CKD: Insights from "The Mindful Kidney" Project
Artificial Intelligence (AI) in Kidney Care: A Scoping Review of Prediction, Diagnosis, and Treatment Applications
Artificial Intelligence (AI)-Enhanced Extraction of Candida auris Testing Results from Health Information Exchange Data in a Dialysis Population
Artificial Intelligence (AI)-Based Extraction and Temporal Classification of Symptoms and Signs from Hemodialysis Notes
Comparative Performance of Five Large Language Models in Systematic Review Abstract Screening
Improving Literature Screening Efficiency with Large Language Model-Assisted Abstract Triage
A Large Language Model-Driven Strategy for High-Precision Abstract Screening in Systematic Reviews
Large Language Model-Assisted Screening in a Systematic Review on the Use, Administration, and Interpretation of Patient-Reported Outcome Measures in Dialysis Randomized Controlled Trials
Artificial Intelligence (AI)-Assisted Identification of Nephrology Clinical Trials: Automated vs. Manual Screening of ClinicalTrials.gov Repository
A Digital Self-Management Intervention Improves Dietary Behavior in People Living with Nondialysis-Dependent CKD
A Digital Health Self-Management Intervention Improves Physical Function and Reduces Sarcopenia Risk in People Living with Nondialysis-Dependent CKD
Development of a Cloud-Based mHealth Platform for the Scalable Implementation of the KDIGO CKD Guidelines
Exploring Use of a Cloud-Based mHealth Platform in a Young Adult Nephrology Clinic
Development of a Digital Health Solution for People with C3 Glomerulopathy and Immune Complex-Mediated Membranoproliferative Glomerulonephritis
A Digital Enhanced Patient Journey for IgAN: Feasibility of an Artificial Intelligence (AI)-Supported, Multidisciplinary Care Ecosystem
Using Artificial Intelligence (AI)-Assisted Short Message Service (SMS) Text Messaging to Support Patients with CKD: Early Lessons from a Community Nephrology Pilot
Effect of Telemedicine on Nephrology Clinic Use in Correctional Clinic
Patient Portal Messaging Among CKD Patients
Applying the SHARE Framework to Evaluate Shared Decision-Making in KDpredict Implementation: A Qualitative Focus Group Study
Quality of Life in Incident Dialysis: A Global Preview
Artificial Intelligence (AI)-Assisted Generation and Multilingual Translation of Nephrology Patient Education Materials
PhosTrack: Artificial Intelligence (AI)-Assisted Premeal Phosphate Binder Dosing in in Patients with CKD on Dialysis: Dietitian-Validated Accuracy
Longitudinal Benchmarking of GPT-4o and GPT-5.4 for Nutrient Estimation in Culturally Diverse Hemodialysis Meal Plans