TY - JOUR
T1 - Analyzing interactions on combining multiple clinical guidelines
AU - Zamborlini, Veruska
AU - da Silveira, Marcos
AU - Pruski, Cedric
AU - ten Teije, Annette
AU - Geleijn, Edwin
AU - van der Leeden, Marike
AU - Stuiver, Martijn
AU - van Harmelen, Frank
PY - 2017/9/1
Y1 - 2017/9/1
N2 - Accounting for patients with multiple health conditions is a complex task that requires analysing potential interactions among recommendations meant to address each condition. Although some approaches have been proposed to address this issue, important features still require more investigation, such as (re)usability and scalability. To this end, this paper presents an approach that relies on reusable rules for detecting interactions among recommendations coming from various guidelines. It extends a previously proposed knowledge representation model (TMR) to enhance the detection of interactions and it provides a systematic analysis of relevant interactions in the context of multimorbidity. The approach is evaluated in a case study on rehabilitation of breast cancer patients, developed in collaboration with experts. The results are considered promising to support the experts in this task.
AB - Accounting for patients with multiple health conditions is a complex task that requires analysing potential interactions among recommendations meant to address each condition. Although some approaches have been proposed to address this issue, important features still require more investigation, such as (re)usability and scalability. To this end, this paper presents an approach that relies on reusable rules for detecting interactions among recommendations coming from various guidelines. It extends a previously proposed knowledge representation model (TMR) to enhance the detection of interactions and it provides a systematic analysis of relevant interactions in the context of multimorbidity. The approach is evaluated in a case study on rehabilitation of breast cancer patients, developed in collaboration with experts. The results are considered promising to support the experts in this task.
KW - Clinical knowledge representation
KW - Combining clinical guidelines
KW - Comorbidity
KW - Interactions among guidelines
KW - Multimorbidity
UR - http://www.scopus.com/inward/record.url?scp=85017390758&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85017390758&partnerID=8YFLogxK
U2 - https://doi.org/10.1016/j.artmed.2017.03.012
DO - https://doi.org/10.1016/j.artmed.2017.03.012
M3 - Article
C2 - 28410780
SN - 0933-3657
VL - 81
SP - 78
EP - 93
JO - Artificial Intelligence in Medicine
JF - Artificial Intelligence in Medicine
ER -