Analytical methods for identifying sequences of utilization in health data: a scoping review
A Flothow, A Novelli, L Sundmacher - BMC Medical Research …, 2023 - Springer
Background Healthcare, as with other sectors, has undergone progressive digitalization,
generating an ever-increasing wealth of data that enables research and the analysis of …
generating an ever-increasing wealth of data that enables research and the analysis of …
Discrimination detection by causal effect estimation
With more and more decisions being made by learnt algorithms from data, algorithmic
discriminations have become a risk for civil rights. The detection of discrimination is a …
discriminations have become a risk for civil rights. The detection of discrimination is a …
Methods for analyzing medical-order sequence variants in sequential pattern mining for electronic medical record systems
HH Le, T Yamada, Y Honda, T Sakamoto… - ACM Transactions on …, 2023 - dl.acm.org
Electronic medical record systems have been adopted by many large hospitals worldwide,
enabling the recorded data to be analyzed by various computer-based techniques to gain a …
enabling the recorded data to be analyzed by various computer-based techniques to gain a …
Fast generation of clinical pathways including time intervals in sequential pattern mining on electronic medical record systems
HH Le, H Edman, Y Honda, M Kushima… - 2017 International …, 2017 - ieeexplore.ieee.org
Machine-based generation of clinical pathways that utilizes sequential pattern mining to
extract the pathways from historical electronic medical record (EMR) systems has gained …
extract the pathways from historical electronic medical record (EMR) systems has gained …
Analyzing sequence pattern variants in sequential pattern mining and its application to electronic medical record systems
HH Le, T Yamada, Y Honda, M Kayahara… - Database and Expert …, 2019 - Springer
Sequential pattern mining (SPM) is widely used for data mining and knowledge discovery in
various application domains, such as medicine, e-commerce, and the World Wide Web …
various application domains, such as medicine, e-commerce, and the World Wide Web …
Comparison of sequence variants and the application in electronic medical records
A sequence variant is a data structure that represents elements with partial order, and it can
be regarded as a sequence with branches. The comparison of sequence variants is an …
be regarded as a sequence with branches. The comparison of sequence variants is an …
Analysis of Transitions in Differences between Frequent Medical-order Sequences for COVID-19
Z Zhao, Y Yasumitsu, HH Le… - 2023 IEEE 36th …, 2023 - ieeexplore.ieee.org
With the increasing use of electronic medical records, medical support from analysis of the
accumulated medical information is expected. Currently, new treatment methods and drugs …
accumulated medical information is expected. Currently, new treatment methods and drugs …
[PDF][PDF] Visualization and analysis of variants in catheter ablation's clinical pathways from electronic medical record logs
M Kushima, Y Honda, HH Le, T Yamazaki… - Proceedings of the …, 2018 - academia.edu
In this research, common parts of frequent sequences were detected from medical
instructions for catheter ablation described in the clinical pathways of University of Miyazaki …
instructions for catheter ablation described in the clinical pathways of University of Miyazaki …
Extraction and graph structuring of variants by detecting common parts of frequent clinical pathways
M Kushima, Y Honda, HH Le, T Yamazaki… - … of Engineers and …, 2020 - Springer
In this research, common parts of frequent sequences were detected from medical
instructions for catheter ablation described in the clinical pathways of University of Miyazaki …
instructions for catheter ablation described in the clinical pathways of University of Miyazaki …
Effects of Mining Parameters on the Performance of the Sequence Pattern Variants Analyzing Method Applied to Electronic Medical Record Systems
HH Le, T Yamada, Y Honda, M Kayahara… - Proceedings of the 21st …, 2019 - dl.acm.org
Sequential pattern mining (SPM) is widely used for data mining and knowledge discovery in
various application domains. Recently, we have proposed an analyzing method to evaluate …
various application domains. Recently, we have proposed an analyzing method to evaluate …