Because
the default analysis (analysis 1) of our 22 spreadsheets listed all
the literature values used that included multiple listings of
abstracts/articles both within spreadsheets (e.g., both in the
diagnosis/staging and staging applications of a particular cancer)
and across spreadsheets, some overlapping of patient studies
occurred. To analyze the effects of listing the broad view of the
literature values used we performed 5 additional data analyses to
study the effects on PET sens/spec/acc by selecting out certain
studies according to the following criteria:
(1) Analysis 1 (default analysis): Included all literature used
that had some overlap of total patient studies within and across
spreadsheets.
(2) Analysis 2: Used data from only those studies that reported
jointly the sensitivity and specificity values for PET and PET
accuracy values that included one other PET statistical ratio
column (e.g., reported PET accuracy and also PET sensitivity).
(3) Analysis 3: Repeated the default analysis, including data from
only full research articles. All abstracts were specifically
excluded.
(4) Analysis 4: Repeated analysis 2, including data from only full
research articles. All abstracts were excluded.
(5) Analysis 5: Pooled sens/spec/acc values for PET across all
available studies that provided TP/TN/FP/FN values for each
cancer and for all cancers together. This is a formal pooling
analysis, using data from each study to construct a large 2
x 2 table. Note that all four cells
(TP/TN/FP/FN) must be available, that is, information for patients
both with and without disease is required. Therefore, some studies
used in some of the weighted averaging subanalysis formulations
(e.g., reporting sens only) could not be included in the pooling
subanalysis, and thus slight discrepancies exist between the article
subsets used in the weighted averages and those used in the
pooling.
(6) Analysis 6: Repeated the default analysis excluding all data
from nondedicated PET machines (e.g., coincidence imaging).
Results are provided in Table
25.
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