International Conference on Artificial Intelligence · 2004 · 20 citations · 5 references
ComputingAutonomous SystemsAutonomous VehiclesMotion PlanningMulti-robot SystemsJoint Planning ProcessesMulti-agent SystemsMulti-robot CoordinationAgent CoordinationMulti-agent PlanningPlan FormationTask Dependencies
Breast cancer (BC) prevalence has reached an epidemic scale with half a million deaths annually. Current deficits in BC management include predictive and preventive approaches, optimized screening programs, individualized patient profiling, highly sensitive detection technologies for more precise diagnostics and therapy monitoring, individualized prediction and effective treatment of BC metastatic disease. To advance BC management, paradigm shift from delayed to predictive, preventive and personalized medical services is essential. Corresponding step forwards requires innovative multilevel diagnostics procuring specific panels of validated biomarkers. Here, we discuss current instrumental advancements including genomics, proteomics, epigenetics, miRNA, metabolomics, circulating tumor cells and cancer stem cells with a focus on biomarker discovery and multilevel diagnostic panels. A list of the recommended biomarker candidates is provided.
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Methods for task allocation via agent coalition formation
Onn Shehory, Sarit Kraus · Artificial Intelligence · 1998 · 1.1K citations
Approximating Minimum Feedback Sets and Multicuts in Directed Graphs
Guy Even, Joseph Naor, Baruch Schieber et al. · Algorithmica · 1998 · 313 citations
Packing directed circuits fractionally
Paul Seymour · COMBINATORICA · 1995 · 227 citations