Cancer Profiles by Affinity Propagation

: The affinity propagation algorithm is applied to various problems of breast and cutaneous tumours subtyping using traditional biologic markers. The algorithm provides a procedure to determine the number of profiles to be considered. Well-known breast cancer case series and cutaneous melanoma were used to compare the results of the affinity propagation with the results obtained with standard algorithms and indexes for the optimal choice of the number of clusters. Results from affinity propagation are consistent with the results already obtained having the advantage of providing an indication about the number of clusters.

• Type: Conference
• Year: 2008
• Where: ICMLA
• Authors: Federico Ambrogi, Elena Raimondi, Daniele Soria, Patrizia Boracchi, Elia Biganzoli
• Keywords: Affinity Propagation, Affinity Propagation Algorithm, ICMLA 2008, Machine Learning, Traditional Biologic Markers