Fifth Workshop on Case-Based Reasoning in the Health Sciences Isabelle Bichindaritz

A CBR Solution for Missing Medical Data

Summary

• Application domain dialysis medicine effects of fitness on dialysis

• System context ISOR, a CBR system that explains the exceptional cases – those for which fitness does not improve renal function

• Task / problem addressed restoration of missing data

• Research hypothesis case-based reasoning can be applied to restore missing data in a dataset/case base

• Main contribution synergy between CBR and statistics (statistical modeling).

Summary

• Application domain dose planning in radiotherapy for prostate cancer

• System context trade-off between the benefit in terms of cancer control and the risk in terms of harmful side effects to neighboring tissues

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