Fuzzy Approach Topic Discovery in Health and Medical Corpora

Predicting inpatient clinical order patterns with probabilistic topic models vs conventional order sets

(2016) Jonathan H Chen et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Learning probabilistic phenotypes from heterogeneous EHR data

(2015) Rimma Pivovarov et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Temporal representation of care trajectories of cancer patients using data from a regional information system: an application in breast cancer

(2014) Gautier Defossez et al.   BMC Medical Informatics and Decision Making

Redundancy-Aware Topic Modeling for Patient Record Notes

(2014) Raphael Cohen et al.   PLoS One

Redundancy in electronic health record corpora: analysis, impact on text mining performance and mitigation strategies

(2013) Raphael Cohen et al.   BMC BIOINFORMATICS

Similarity Measure Between Patient Traces for Clinical Pathway Analysis: Problem, Method, and Applications

(2013) Zhengxing Huang et al.   IEEE Journal of Biomedical and Health Informatics

Breast Tumor Classification Using Fuzzy Clustering for Breast Elastography

(2011) Woo Kyung Moon et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

Quantifying clinical narrative redundancy in an electronic health record

(2010) J. O Wrenn et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION