Table 4.

Examples of nearest neighbor words from the ranking based word embeddings.

Word	Top ten nearest neighbors
one	two three four several five six another long 0 large
year	week month weeks yr years days yo old months wk
stopped	restarted initiated discontinued held started begun added weaned titrated diuresed
female	male woman man gentleman ga gestation boy m infant
mildly	moderately markedly slightly severely grossly diffusely somewhat widely relatively extremely
enlarged	prominent edematous thickened widened collapsed dilated opacified atrophic calcified imaged
right	left l r bilateral anterior rt proximal posterior lower upper
atrium	ventricle subclavian arm calf forearm jugular thigh orbit flank elbow
warfarin	allopurinol decadron methadone labetalol hydrochlorothiazide captopril spironolactone fluconazole haldol metformin