Guilan L. Kong

38 Xueyuan Road
Haidian, 100191, China

Last Updated: 09/26/2026

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Found 49 publications

AKI-Detector: A Multi-Agent Framework by Integrating Machine Learning and Large Language Models for Early Prediction of Acute Kidney Injury in ICU.

AKI-Detector: A Multi-Agent Framework by Integrating Machine Learning and Large Language Models for Early Prediction of Acute Kidney Injury in ICU.

Journal: AMIA ... Annual Symposium proceedings. AMIA Symposium

Published: February 23, 2026

Subphenotype Identification for Sepsis-Associated Acute Kidney Injury Using Graph Bidirectional Mamba Networks.

Subphenotype Identification for Sepsis-Associated Acute Kidney Injury Using Graph Bidirectional Mamba Networks.

Journal: IEEE journal of biomedical and health informatics

Published: January 20, 2026

A large language model-driven multidisciplinary AI agent system predicts delirium in emergency critically ill patients.

A large language model-driven multidisciplinary AI agent system predicts delirium in emergency critically ill patients.

Journal: Cell reports. Medicine

Published: December 18, 2025

AKI Subtyping and Prognostic Analysis Based on Serum Electrolyte Features in ICU.

AKI Subtyping and Prognostic Analysis Based on Serum Electrolyte Features in ICU.

Journal: Journal of clinical medicine

Published: August 15, 2025

Neural Granger Causal Discovery for Derangements in ICU-Acquired Acute Kidney Injury Patients.

Neural Granger Causal Discovery for Derangements in ICU-Acquired Acute Kidney Injury Patients.

Journal: AMIA ... Annual Symposium proceedings. AMIA Symposium

Published: May 26, 2025

Identifying acute kidney injury subtypes based on serum electrolyte data in ICU via K-medoids clustering.

Identifying acute kidney injury subtypes based on serum electrolyte data in ICU via K-medoids clustering.

Journal: AMIA ... Annual Symposium proceedings. AMIA Symposium

Published: May 26, 2025

Machine Learning-based Early Detection of Intraoperative Anaphylaxis Among Patients with Hypotension Using Real-World Physiological Time Series Data.

Machine Learning-based Early Detection of Intraoperative Anaphylaxis Among Patients with Hypotension Using Real-World Physiological Time Series Data.

Journal: Journal of medical systems

Published: May 19, 2025

Large Language Models in Critical Care Medicine: Scoping Review.

Large Language Models in Critical Care Medicine: Scoping Review.

Journal: JMIR medical informatics

Published: April 23, 2025

Associations Between Hearing Loss and Depressive Symptom Trajectories in Middle-Aged and Older People in China: Retrospective Analysis.

Associations Between Hearing Loss and Depressive Symptom Trajectories in Middle-Aged and Older People in China: Retrospective Analysis.

Journal: JMIR aging

Published: April 07, 2025

Artificial intelligence models for predicting acute kidney injury in the intensive care unit: a systematic review of modeling methods, data utilization, and clinical applicability.

Artificial intelligence models for predicting acute kidney injury in the intensive care unit: a systematic review of modeling methods, data utilization, and clinical applicability.

Journal: JAMIA open

Published: March 01, 2025

Acute Kidney Injury Prognosis Prediction Using Machine Learning Methods: A Systematic Review.

Acute Kidney Injury Prognosis Prediction Using Machine Learning Methods: A Systematic Review.

Journal: Kidney medicine

Published: January 06, 2025

Identifying subtypes of type 2 diabetes mellitus based on real-world electronic medical record data in China.

Identifying subtypes of type 2 diabetes mellitus based on real-world electronic medical record data in China.

Journal: Diabetes research and clinical practice

Published: June 21, 2024

Showing 1-12 of 49

Last Updated: 09/26/2026