Algorithms and the data they process play an increasingly important role in decisions with important consequences for human well-being.
While algorithmic decision-making can lead to fairer and more objective decisions, new research suggests that they can also lead to unequal and inequitable treatment and outcomes for certain groups or individuals.
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Bias and Discrimination in AI
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Radiotherapy treatments currently used in the clinical field are rarely modified. They generally consist of a global therapy of 50 grays, fractionated in five treatments of two grays every week for five weeks.
Thus, it could be worthwhile to develop a numeric tool, based on mathematical models found in the literature, in order to compare different types of treatment without having to test them on real tissues. Several parameters are known to alter the tissue response after irradiation including oxygen