Process mining techniques and applications–A systematic map** study

C dos Santos Garcia, A Meincheim, ERF Junior… - Expert Systems with …, 2019 - Elsevier
Process mining is a growing and promising study area focused on understanding processes
and to help capture the more significant findings during real execution rather than, those …

Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey

H Jelodar, Y Wang, C Yuan, X Feng, X Jiang… - Multimedia tools and …, 2019 - Springer
Topic modeling is one of the most powerful techniques in text mining for data mining, latent
data discovery, and finding relationships among data and text documents. Researchers …

[HTML][HTML] Process mining in healthcare–An updated perspective on the state of the art

E De Roock, N Martin - Journal of biomedical informatics, 2022 - Elsevier
Process mining is the research domain focusing on the development of innovative methods
to gather insights from event logs. It has been used for various use cases within the …

: A Convolutional Net for Medical Records

P Nguyen, T Tran, N Wickramasinghe… - IEEE journal of …, 2016 - ieeexplore.ieee.org
Feature engineering remains a major bottleneck when creating predictive systems from
electronic medical records. At present, an important missing element is detecting predictive …

Topic analysis of online reviews for two competitive products using latent Dirichlet allocation

W Wang, Y Feng, W Dai - Electronic Commerce Research and Applications, 2018 - Elsevier
The voice of the customer plays an important role in product competition. Traditional
methods in the area have largely focused on market research and questionnaire surveys to …

Evaluation of clustering and topic modeling methods over health-related tweets and emails

JA Lossio-Ventura, S Gonzales, J Morzan… - Artificial intelligence in …, 2021 - Elsevier
Background Internet provides different tools for communicating with patients, such as social
media (eg, Twitter) and email platforms. These platforms provided new data sources to shed …

Systematic map** of process mining studies in healthcare

TG Erdogan, A Tarhan - IEEE Access, 2018 - ieeexplore.ieee.org
In the last decade, as an emerging technique for business processes management, process
mining (PM) has been applied in many domains, including manufacturing, supply-chain …

Opportunities and challenges for applying process mining in healthcare: a systematic map** study

MR Dallagassa, C dos Santos Garcia… - Journal of Ambient …, 2022 - Springer
Process mining applies robust methodologies using data mining and machine learning for
pattern recognition, using models that represent the process flow identified by the sequence …

Mining health social media with sentiment analysis

FC Yang, AJT Lee, SC Kuo - Journal of medical systems, 2016 - Springer
With the rapid development of the Internet, more and more users utilize health communities
(known as forums) to find health-related information, share their medical stories and …

[HTML][HTML] Probabilistic modeling personalized treatment pathways using electronic health records

Z Huang, Z Ge, W Dong, K He, H Duan - Journal of biomedical informatics, 2018 - Elsevier
Background Modeling personalized treatment pathways plays an important role in
understanding essential/critical treatment behaviors performed on patients during their …