Junyi Fan

According to our database, Junyi Fan authored at least 14 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Aligning Language Models with Clinical Expertise: DPO for Heart Failure Nursing Documentation in Critical Care.

Junyi Fan, Li Sun, Negin Ashrafi, Kamiar Alaei, Maryam Pishgar

CoRR, October, 2025

Interpretable Machine Learning Model for Early Prediction of Acute Kidney Injury in Critically Ill Patients with Cirrhosis: A Retrospective Study.

Li Sun, Shuheng Chen, Junyi Fan, Yong Si, Minoo Ahmadi, Elham Pishgar, Kamiar Alaei, Maryam Pishgar

CoRR, August, 2025

Prediction of Significant Creatinine Elevation in First ICU Stays with Vancomycin Use: A retrospective study through Catboost.

Junyi Fan, Li Sun, Shuheng Chen, Yong Si, Minoo Ahmadi, Greg Placencia, Elham Pishgar, Kamiar Alaei, Maryam Pishgar

CoRR, July, 2025

Early Mortality Prediction in ICU Patients with Hypertensive Kidney Disease Using Interpretable Machine Learning.

Yong Si, Junyi Fan, Li Sun, Shuheng Chen, Minoo Ahmadi, Elham Pishgar, Kamiar Alaei, Greg Placencia, Maryam Pishgar

CoRR, July, 2025

Clinically Interpretable Mortality Prediction for ICU Patients with Diabetes and Atrial Fibrillation: A Machine Learning Approach.

Li Sun, Shuheng Chen, Yong Si, Junyi Fan, Maryam Pishgar, Elham Pishgar, Kamiar Alaei, Greg Placencia

CoRR, June, 2025

Predicting Postoperative Stroke in Elderly SICU Patients: An Interpretable Machine Learning Model Using MIMIC Data.

Tinghuan Li, Shuheng Chen, Junyi Fan, Elham Pishgar, Kamiar Alaei, Greg Placencia, Maryam Pishgar

CoRR, June, 2025

Development of Interactive Nomograms for Predicting Short-Term Survival in ICU Patients with Aplastic Anemia.

Junyi Fan, Shuheng Chen, Li Sun, Yong Si, Elham Pishgar, Kamiar Alaei, Greg Placencia, Maryam Pishgar

CoRR, May, 2025

XGBoost-Based Prediction of ICU Mortality in Sepsis-Associated Acute Kidney Injury Patients Using MIMIC-IV Database with Validation from eICU Database.

Shuheng Chen, Junyi Fan, Elham Pishgar, Kamiar Alaei, Greg Placencia, Maryam Pishgar

CoRR, February, 2025

Machine Learning-Based Prediction of ICU Readmissions in Intracerebral Hemorrhage Patients: Insights from the MIMIC Databases.

Shuheng Chen, Junyi Fan, Armin Abdollahi, Negin Ashrafi, Kamiar Alaei, Greg Placencia, Maryam Pishgar

CoRR, January, 2025

Learning-Based Multiview Stereo for Remote Sensed Imagery With Relative Depth.

Anzhu Yu, Danyang Hong, Xuanbei Lu, Song Ji, Junyi Fan

IEEE Geosci. Remote. Sens. Lett., 2025

JSQA: Speech Quality Assessment with Perceptually-Inspired Contrastive Pretraining Based on JND Audio Pairs.

Junyi Fan, Donald Williamson

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2025

2024

On the Convergence of Projected Bures-Wasserstein Gradient Descent under Euclidean Strong Convexity.

Junyi Fan, Yuxuan Han, Zijian Liu, Jian-Feng Cai, Yang Wang, Zhengyuan Zhou

Proceedings of the Forty-first International Conference on Machine Learning, 2024

RL in Markov Games with Independent Function Approximation: Improved Sample Complexity Bound under the Local Access Model.

Junyi Fan, Yuxuan Han, Jialin Zeng, Jian-Feng Cai, Yang Wang, Yang Xiang, Jiheng Zhang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2013

A statistical simulation model for positional error of line features in Geographic Information Systems (GIS).

Xiaohua Tong, Tong Sun, Junyi Fan, Michael F. Goodchild, Wenzhong Shi

Int. J. Appl. Earth Obs. Geoinformation, 2013