The algorithm journey map: a tangible approach to implementing AI solutions in healthcare.
William BoagAlifia HasanJee Young KimMike RevoirMarshall NicholsWilliam RatliffMichael GaoShira ZilbersteinZainab SamadZahra HoodbhoyMushyada AliNida Saddaf KhanManesh PatelSuresh BaluMark P. SendakPublished in: npj Digit. Medicine (2024)
Keyphrases
- optimal solution
- dynamic programming
- k means
- preprocessing
- learning algorithm
- simulated annealing
- np hard
- optimal or near optimal
- similarity measure
- significant improvement
- artificial intelligence
- computational cost
- segmentation algorithm
- detection algorithm
- high accuracy
- feasible solution
- benchmark problems
- experimental evaluation
- information systems
- improved algorithm
- computational complexity
- objective function
- convex hull
- times faster
- computational efficiency
- theoretical analysis
- linear programming
- optimization algorithm
- em algorithm
- clustering method
- tree structure
- augmented reality
- expectation maximization
- neural network
- worst case
- solution space
- probabilistic model
- solution quality
- cost function
- information technology