%0 Conference Paper %1 Moeller2010a %A Möller, Manuel %A Ernst, Patrick %A Dengel, Andreas %B Proc. of the 2nd Malaysian Joint Conference on Artificial Intelligence (MJCAI) %C Kuching, Sarawak, Malaysia %D 2010 %K checks medical medico plausibility reasoning spatial %T Spatial Reasoning for Plausibility Checks of Medical Object Recognition Results Using the Foundational Model of Anatomy %X We present a rule-based system using medical expert knowledge represented in a formal ontology to check the results of automatic medical object recognition algorithms for anatomical plausibility. Our system is based on the comprehensive Foundation Model of Anatomy ontology and uses a set of forward rules executed by a Prolog engine. In our evaluation we describe how this approach can be used to check the results of a state-of-the-art medical object recognition system for 3D CT volume data sets for anatomical plausibility. Our results show that the combination of sub-symbolic object recognition, medical domain knowledge represented in formal ontologies and yields an improved overall recognition precision.

@inproceedings{Moeller2010a, abstract = {We present a rule-based system using medical expert knowledge represented in a formal ontology to check the results of automatic medical object recognition algorithms for anatomical plausibility. Our system is based on the comprehensive Foundation Model of Anatomy ontology and uses a set of forward rules executed by a Prolog engine. In our evaluation we describe how this approach can be used to check the results of a state-of-the-art medical object recognition system for 3D CT volume data sets for anatomical plausibility. Our results show that the combination of sub-symbolic object recognition, medical domain knowledge represented in formal ontologies and yields an improved overall recognition precision.}, added-at = {2010-08-01T11:56:21.000+0200}, address = {Kuching, Sarawak, Malaysia}, author = {Möller, Manuel and Ernst, Patrick and Dengel, Andreas}, biburl = {https://www.bibsonomy.org/bibtex/2e981979d3175d4fc853e69f86b7cf9ce/patrick6585}, booktitle = {Proc. of the 2nd Malaysian Joint Conference on Artificial Intelligence (MJCAI)}, interhash = {b353bfbf5f286e3dc2a60cba9175bb01}, intrahash = {e981979d3175d4fc853e69f86b7cf9ce}, keywords = {checks medical medico plausibility reasoning spatial}, month = {26th -- 30th}, timestamp = {2010-08-01T11:56:22.000+0200}, title = {Spatial Reasoning for Plausibility Checks of Medical Object Recognition Results Using the Foundational Model of Anatomy}, year = 2010 }