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What I need or require: Written general background and description of different Artificial Intelligence algorithms in EACH of the general categories of (1) statistical estimation, (2) optimization and (3) control theory applied to the clinical diagnosis and treatment planning process. At this time I do not need the mathematical formulas, rather the written descriptions from a computer science perspective. An explanation and recommendation of the BEST approach is required. Efficiency and speed of the algorithm are considerations.
Other context/requirements that providers will need to know: Algorithm must take into account relative weighting of available scientific evidence (rated 1 to 10 with 10 as highest level) AND clinician's priorities (rated 1-10, with 10 as highest priority). Overall this project goal is to create a Clinical Decision Tree that utilizes scientific evidence AND the clinician's priorities to arrive at a probable diagnosis(or diagnoses) and treatment plan(s), expr...
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