by Lena Spitz, Uli Niemann, Oliver Beuing, Belal Neyazi, I. Erol Sandalcioglu, Bernhard Preim, Sylvia Saalfeld
Abstract:
Medical case-based reasoning solves problems by applying experience gained from the outcome of previous treatments of the same kind. Particularly for complex treatment decisions, for example, incidentally found intracranial aneurysms (IAs), it can support the medical expert. IAs bear the risk of rupture and may lead to subarachnoidal hemorrhages. Treatment needs to be considered carefully, since it may entail unnecessary complications for IAs with low rupture risk. With a rupture risk prediction based on previous cases, the treatment decision can be supported.
Reference:
Combining visual analytics and case-based reasoning for rupture risk assessment of intracranial aneurysms (Lena Spitz, Uli Niemann, Oliver Beuing, Belal Neyazi, I. Erol Sandalcioglu, Bernhard Preim, Sylvia Saalfeld), In International Journal of Computer Assisted Radiology and Surgery, volume 15, 2020.
Bibtex Entry:
@article{spitz_combining_2020,
	title = {Combining visual analytics and case-based reasoning for rupture risk assessment of intracranial aneurysms},
	volume = {15},
	issn = {1861-6429},
	url = {https://doi.org/10.1007/s11548-020-02217-9},
	doi = {10.1007/s11548-020-02217-9},
	abstract = {Medical case-based reasoning solves problems by applying experience gained from the outcome of previous treatments of the same kind. Particularly for complex treatment decisions, for example, incidentally found intracranial aneurysms (IAs), it can support the medical expert. IAs bear the risk of rupture and may lead to subarachnoidal hemorrhages. Treatment needs to be considered carefully, since it may entail unnecessary complications for IAs with low rupture risk. With a rupture risk prediction based on previous cases, the treatment decision can be supported.},
	number = {9},
	journal = {International Journal of Computer Assisted Radiology and Surgery},
	author = {Spitz, Lena and Niemann, Uli and Beuing, Oliver and Neyazi, Belal and Sandalcioglu, I. Erol and Preim, Bernhard and Saalfeld, Sylvia},
	month = sep,
	year = {2020},
	pages = {1525--1535}
}