id sid tid token lemma pos tm70ms38b3q 1 1 radiation radiation NOUN tm70ms38b3q 1 2 dose dose NOUN tm70ms38b3q 1 3 calculation calculation NOUN tm70ms38b3q 1 4 is be AUX tm70ms38b3q 1 5 an an DET tm70ms38b3q 1 6 important important ADJ tm70ms38b3q 1 7 step step NOUN tm70ms38b3q 1 8 in in ADP tm70ms38b3q 1 9 the the DET tm70ms38b3q 1 10 treatment treatment NOUN tm70ms38b3q 1 11 of of ADP tm70ms38b3q 1 12 patients patient NOUN tm70ms38b3q 1 13 requiring require VERB tm70ms38b3q 1 14 radiation radiation NOUN tm70ms38b3q 1 15 therapy therapy NOUN tm70ms38b3q 1 16 . . PUNCT tm70ms38b3q 2 1 it it PRON tm70ms38b3q 2 2 ensures ensure VERB tm70ms38b3q 2 3 that that SCONJ tm70ms38b3q 2 4 the the DET tm70ms38b3q 2 5 physician physician NOUN tm70ms38b3q 2 6 prescribed prescribe VERB tm70ms38b3q 2 7 dose dose NOUN tm70ms38b3q 2 8 agrees agree VERB tm70ms38b3q 2 9 with with ADP tm70ms38b3q 2 10 the the DET tm70ms38b3q 2 11 dose dose NOUN tm70ms38b3q 2 12 delivered deliver VERB tm70ms38b3q 2 13 to to ADP tm70ms38b3q 2 14 the the DET tm70ms38b3q 2 15 patient patient NOUN tm70ms38b3q 2 16 . . PUNCT tm70ms38b3q 3 1 current current ADJ tm70ms38b3q 3 2 methods method NOUN tm70ms38b3q 3 3 use use VERB tm70ms38b3q 3 4 software software NOUN tm70ms38b3q 3 5 implementing implement VERB tm70ms38b3q 3 6 either either CCONJ tm70ms38b3q 3 7 three three NUM tm70ms38b3q 3 8 - - PUNCT tm70ms38b3q 3 9 dimensional dimensional ADJ tm70ms38b3q 3 10 ( ( PUNCT tm70ms38b3q 3 11 3 3 NUM tm70ms38b3q 3 12 - - SYM tm70ms38b3q 3 13 d d NOUN tm70ms38b3q 3 14 ) ) PUNCT tm70ms38b3q 3 15 convolution convolution NOUN tm70ms38b3q 3 16 / / SYM tm70ms38b3q 3 17 superposition superposition NOUN tm70ms38b3q 3 18 algorithms algorithm NOUN tm70ms38b3q 3 19 or or CCONJ tm70ms38b3q 3 20 monte monte PROPN tm70ms38b3q 3 21 carlo carlo PROPN tm70ms38b3q 3 22 analysis analysis PROPN tm70ms38b3q 3 23 . . PUNCT tm70ms38b3q 4 1 these these DET tm70ms38b3q 4 2 software software NOUN tm70ms38b3q 4 3 methods method NOUN tm70ms38b3q 4 4 create create VERB tm70ms38b3q 4 5 a a DET tm70ms38b3q 4 6 bottleneck bottleneck NOUN tm70ms38b3q 4 7 in in ADP tm70ms38b3q 4 8 the the DET tm70ms38b3q 4 9 radiation radiation NOUN tm70ms38b3q 4 10 therapy therapy NOUN tm70ms38b3q 4 11 process process NOUN tm70ms38b3q 4 12 . . PUNCT tm70ms38b3q 5 1 the the DET tm70ms38b3q 5 2 required required ADJ tm70ms38b3q 5 3 computation computation NOUN tm70ms38b3q 5 4 time time NOUN tm70ms38b3q 5 5 limits limit NOUN tm70ms38b3q 5 6 both both CCONJ tm70ms38b3q 5 7 the the DET tm70ms38b3q 5 8 accuracy accuracy NOUN tm70ms38b3q 5 9 of of ADP tm70ms38b3q 5 10 the the DET tm70ms38b3q 5 11 calculation calculation NOUN tm70ms38b3q 5 12 and and CCONJ tm70ms38b3q 5 13 the the DET tm70ms38b3q 5 14 number number NOUN tm70ms38b3q 5 15 of of ADP tm70ms38b3q 5 16 patients patient NOUN tm70ms38b3q 5 17 who who PRON tm70ms38b3q 5 18 can can AUX tm70ms38b3q 5 19 be be AUX tm70ms38b3q 5 20 treated treat VERB tm70ms38b3q 5 21 . . PUNCT tm70ms38b3q 6 1 in in ADP tm70ms38b3q 6 2 this this DET tm70ms38b3q 6 3 thesis thesis NOUN tm70ms38b3q 6 4 , , PUNCT tm70ms38b3q 6 5 two two NUM tm70ms38b3q 6 6 different different ADJ tm70ms38b3q 6 7 methods method NOUN tm70ms38b3q 6 8 of of ADP tm70ms38b3q 6 9 radiation radiation NOUN tm70ms38b3q 6 10 dose dose NOUN tm70ms38b3q 6 11 calculation calculation NOUN tm70ms38b3q 6 12 have have AUX tm70ms38b3q 6 13 been be AUX tm70ms38b3q 6 14 implemented implement VERB tm70ms38b3q 6 15 in in ADP tm70ms38b3q 6 16 hardware hardware NOUN tm70ms38b3q 6 17 . . PUNCT tm70ms38b3q 7 1 one one NUM tm70ms38b3q 7 2 is be AUX tm70ms38b3q 7 3 a a DET tm70ms38b3q 7 4 direct direct ADJ tm70ms38b3q 7 5 convolution convolution NOUN tm70ms38b3q 7 6 approach approach NOUN tm70ms38b3q 7 7 and and CCONJ tm70ms38b3q 7 8 the the DET tm70ms38b3q 7 9 other other ADJ tm70ms38b3q 7 10 is be AUX tm70ms38b3q 7 11 a a DET tm70ms38b3q 7 12 3 3 NUM tm70ms38b3q 7 13 - - PUNCT tm70ms38b3q 7 14 d d NOUN tm70ms38b3q 7 15 convolution convolution NOUN tm70ms38b3q 7 16 / / SYM tm70ms38b3q 7 17 superposition superposition NOUN tm70ms38b3q 7 18 collapse collapse NOUN tm70ms38b3q 7 19 cone cone NOUN tm70ms38b3q 7 20 algorithm algorithm PROPN tm70ms38b3q 7 21 . . PUNCT tm70ms38b3q 8 1 both both PRON tm70ms38b3q 8 2 have have AUX tm70ms38b3q 8 3 been be AUX tm70ms38b3q 8 4 implemented implement VERB tm70ms38b3q 8 5 on on ADP tm70ms38b3q 8 6 an an DET tm70ms38b3q 8 7 fpga fpga NOUN tm70ms38b3q 8 8 ( ( PUNCT tm70ms38b3q 8 9 field field NOUN tm70ms38b3q 8 10 programmable programmable ADJ tm70ms38b3q 8 11 gate gate PROPN tm70ms38b3q 8 12 array array NOUN tm70ms38b3q 8 13 ) ) PUNCT tm70ms38b3q 8 14 to to PART tm70ms38b3q 8 15 achieve achieve VERB tm70ms38b3q 8 16 performance performance NOUN tm70ms38b3q 8 17 above above ADP tm70ms38b3q 8 18 that that DET tm70ms38b3q 8 19 obtainable obtainable ADJ tm70ms38b3q 8 20 using use VERB tm70ms38b3q 8 21 a a DET tm70ms38b3q 8 22 traditional traditional ADJ tm70ms38b3q 8 23 cpu cpu NOUN tm70ms38b3q 8 24 . . PUNCT tm70ms38b3q 9 1 these these DET tm70ms38b3q 9 2 algorithms algorithm NOUN tm70ms38b3q 9 3 are be AUX tm70ms38b3q 9 4 implemented implement VERB tm70ms38b3q 9 5 as as ADP tm70ms38b3q 9 6 an an DET tm70ms38b3q 9 7 sopc sopc NOUN tm70ms38b3q 9 8 ( ( PUNCT tm70ms38b3q 9 9 system system NOUN tm70ms38b3q 9 10 on on ADP tm70ms38b3q 9 11 a a DET tm70ms38b3q 9 12 programmable programmable ADJ tm70ms38b3q 9 13 chip chip NOUN tm70ms38b3q 9 14 ) ) PUNCT tm70ms38b3q 9 15 utilizing utilize VERB tm70ms38b3q 9 16 double double ADJ tm70ms38b3q 9 17 buffering buffering NOUN tm70ms38b3q 9 18 , , PUNCT tm70ms38b3q 9 19 pipelining pipelining NOUN tm70ms38b3q 9 20 , , PUNCT tm70ms38b3q 9 21 and and CCONJ tm70ms38b3q 9 22 elements element NOUN tm70ms38b3q 9 23 of of ADP tm70ms38b3q 9 24 array array NOUN tm70ms38b3q 9 25 processing processing NOUN tm70ms38b3q 9 26 . . PUNCT