Menglin Lu

An evaluation of time series summary statistics as features for clinical prediction tasks

Chonghui Guo, Menglin Lu, Jingfeng Chen · BMC Medical Informatics and Decision Making · 2020 · 63 citations · Full text

Computing, Health Informatics, Clinical Informatics +16

An Improved LDA Topic Modeling Method Based on Partition for Medium and Long Texts

Chonghui Guo, Menglin Lu, Wei Wei · Annals of Data Science · 2019 · 41 citations

Computing, Computer Science, Computational Linguistics +8

A Dynamic Ensemble Learning Algorithm based on K-means for ICU mortality prediction

Chonghui Guo, Mucan Liu, Menglin Lu · Applied Soft Computing · 2021 · 35 citations

Computing, Data Science, Health Informatics +14

Comparative Effectiveness of Digital Cognitive Behavioral Therapy vs Medication Therapy Among Patients With Insomnia

Menglin Lu, Yaoyun Zhang, Junhang Zhang et al. · JAMA Network Open · 2023 · 34 citations · Full text

Medicine, Behavioral Sciences, Pharmacotherapy +17

An Ensemble Machine Learning Model for the Early Detection of Sepsis from Clinical Data

Mengsha Fu, Jiabin Yuan, Menglin Lu et al. · Computing in cardiology · 2019 · 18 citations · Full text

Computing, Cardiology, Health Informatics +17