ArticleJournal of medical systems2012
Using recommendation to support adaptive clinical pathways.
Article in Journal of medical systems, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
What it found
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Characterizing treatment pathways at scale using the OHDSI network.Proceedings of the National Academy of Sciences of the United States of America · 2016Pooled it
- Developing a Data-Driven Approach in Order to Improve the Safety and Quality of Patient Care.Frontiers in public health · 2021Article
- Treatment effect prediction with adversarial deep learning using electronic health records.BMC medical informatics and decision making · 2020Article
- User Interface Requirements for Web-Based Integrated Care Pathways: Evidence from the Evaluation of an Online Care Pathway Investigation Tool.Journal of medical systems · 2015Article
- Online treatment compliance checking for clinical pathways.Journal of medical systems · 2014Article
- Developing a semantic web model for medical differential diagnosis recommendation.Journal of medical systems · 2014Article
- Latent treatment pattern discovery for clinical processes.Journal of medical systems · 2013Article
- Anomaly detection in clinical processes.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2012Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Clinical pathways are among the main tools used to manage the quality in health-care concerning the standardization of care processes. This paper deals with a recommendation service to support adaptive clinical pathways. The proposed approach can guide physicians in clinical pathways by providing recommendations on possible next steps based on the measurement of the target patient status and medical knowledge from completed clinical cases. The efficiency and usability of the proposed method is validated by experiments referring to a real data set extracted from Electronic Patient Records. The experimental results indicate that the recommendation service can provide its users with advice rationales that remain consistent even when patient status has changed. This makes adaptive clinical pathways possible.
Indexed as
Identifiers
21207121What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.