… Clinical pathways (CPs) play an important role in clinical … due to complications, comorbidity
or infections, etc., which in … work by explicitly incorporating patient-related information into …

… a lot research work on clinical treatment pattern mining based on … a word, and the latent
treatment patterns were mined by the topic … of the treatment data was used to detect latent CPs. In …

… which refers to using data mining technologies to discover the … extract latent topics as the
treatment patterns from clinical data. … [4], and comorbidities [5] into LDA to enhance the ability of …

… uses the pathway mining software ProM for discovering the appendicectomy pathways from
… model incorporates activities representing antibiotics. The model indicates that 42 patients …

… a patient’s comorbidities, genetic predispositions, and treatment … mining has been
investigated for discovering treatment … clinical pathways in that they identified the same treatment …

… that combined clustering, process mining and frequent pattern mining to improve existing
CP… Duan, “Incorporating comorbidities into latent treatment pattern mining for clinical pathways,…

… beset by multifarious comorbidities and resulting polypharmacy. … Incorporating a wealth of
clinical data—ranging from diagnoses … delves into unlabeled data, extracting latent features.…

… does not incorporate background knowledge and support for … , data-driven method to uncover
latent treatment patterns. These … comorbidities, as derived from clinical pathway execution …

… was incorporated into the pathways as other relevant features of the studies. From the … in
clinical pathways. In posterior work, they have enriched the method to consider initial comorbid …

… interaction data, disease pathway information, gene ontology, and … Data mining techniques
can be employed to unveil … similar patients and incorporating patient-specific data. This is …