Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Measuring Outcomes in Healthcare Economics using Artificial
  Intelligence: with Application to Resource Management   The quality of service in healthcare is constantly challenged by outlier
events such as pandemics (i.e. Covid-19) and natural disasters (such as
hurricanes and earthquakes). In most cases, such events lead to critical
uncertainties in decision making, as well as in multiple medical and economic
aspects at a hospital. External (geographic) or internal factors (medical and
managerial), lead to shifts in planning and budgeting, but most importantly,
reduces confidence in conventional processes. In some cases, support from other
hospitals proves necessary, which exacerbates the planning aspect. This
manuscript presents three data-driven methods that provide data-driven
indicators to help healthcare managers organize their economics and identify
the most optimum plan for resources allocation and sharing. Conventional
decision-making methods fall short in recommending validated policies for
managers. Using reinforcement learning, genetic algorithms, traveling salesman,
and clustering, we experimented with different healthcare variables and
presented tools and outcomes that could be applied at health institutes.
Experiments are performed; the results are recorded, evaluated, and presented.

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The categories of this paper are: chem-ph
10
The categories of this paper are: q-bio
17
The categories of this paper are: q-fin
5
The categories of this paper are: gr-qc
20
The categories of this paper are: acc-phys
27
The categories of this paper are: comp-gas
11
The categories of this paper are: hep-lat
0
The categories of this paper are: hep-ph
6
The categories of this paper are: astro-ph
23
The categories of this paper are: solv-int
29
The categories of this paper are: funct-an
19
The categories of this paper are: eess
15
The categories of this paper are: nucl-ex
28
The categories of this paper are: alg-geom
31
The categories of this paper are: ao-sci
18
The categories of this paper are: econ