id sid tid token lemma pos sf26833944j 1 1 hemodialysis hemodialysis NOUN sf26833944j 1 2 ( ( PUNCT sf26833944j 1 3 hd hd PROPN sf26833944j 1 4 ) ) PUNCT sf26833944j 1 5 is be AUX sf26833944j 1 6 required require VERB sf26833944j 1 7 for for ADP sf26833944j 1 8 patients patient NOUN sf26833944j 1 9 experiencing experience VERB sf26833944j 1 10 end end NOUN sf26833944j 1 11 - - PUNCT sf26833944j 1 12 stage stage NOUN sf26833944j 1 13 renal renal ADJ sf26833944j 1 14 disease disease NOUN sf26833944j 1 15 ( ( PUNCT sf26833944j 1 16 esrd esrd PROPN sf26833944j 1 17 ) ) PUNCT sf26833944j 1 18 . . PUNCT sf26833944j 2 1 the the DET sf26833944j 2 2 most most ADV sf26833944j 2 3 common common ADJ sf26833944j 2 4 long long ADJ sf26833944j 2 5 - - PUNCT sf26833944j 2 6 term term NOUN sf26833944j 2 7 failure failure NOUN sf26833944j 2 8 mode mode NOUN sf26833944j 2 9 for for ADP sf26833944j 2 10 a a DET sf26833944j 2 11 hd hd NOUN sf26833944j 2 12 vascular vascular ADJ sf26833944j 2 13 access access NOUN sf26833944j 2 14 is be AUX sf26833944j 2 15 occlusion occlusion NOUN sf26833944j 2 16 of of ADP sf26833944j 2 17 the the DET sf26833944j 2 18 outflow outflow NOUN sf26833944j 2 19 vein vein NOUN sf26833944j 2 20 , , PUNCT sf26833944j 2 21 initiated initiate VERB sf26833944j 2 22 by by ADP sf26833944j 2 23 intimal intimal ADJ sf26833944j 2 24 hyperplasia hyperplasia NOUN sf26833944j 2 25 ( ( PUNCT sf26833944j 2 26 ih ih X sf26833944j 2 27 ) ) PUNCT sf26833944j 2 28 . . PUNCT sf26833944j 3 1 ih ih PROPN sf26833944j 3 2 has have AUX sf26833944j 3 3 been be AUX sf26833944j 3 4 associated associate VERB sf26833944j 3 5 with with ADP sf26833944j 3 6 locations location NOUN sf26833944j 3 7 of of ADP sf26833944j 3 8 low low ADJ sf26833944j 3 9 oscillatory oscillatory ADJ sf26833944j 3 10 wall wall NOUN sf26833944j 3 11 shear shear PROPN sf26833944j 3 12 stress stress NOUN sf26833944j 3 13 ( ( PUNCT sf26833944j 3 14 wss wss ADJ sf26833944j 3 15 ) ) PUNCT sf26833944j 3 16 in in ADP sf26833944j 3 17 the the DET sf26833944j 3 18 vein vein NOUN sf26833944j 3 19 . . PUNCT sf26833944j 4 1 improvement improvement NOUN sf26833944j 4 2 of of ADP sf26833944j 4 3 vascular vascular ADJ sf26833944j 4 4 access access NOUN sf26833944j 4 5 patency patency NOUN sf26833944j 4 6 could could AUX sf26833944j 4 7 be be AUX sf26833944j 4 8 sought seek VERB sf26833944j 4 9 through through ADP sf26833944j 4 10 strategies strategy NOUN sf26833944j 4 11 aimed aim VERB sf26833944j 4 12 at at ADP sf26833944j 4 13 preserving preserve VERB sf26833944j 4 14 normal normal ADJ sf26833944j 4 15 venous venous ADJ sf26833944j 4 16 hemodynamics hemodynamic NOUN sf26833944j 4 17 in in ADP sf26833944j 4 18 hd hd NOUN sf26833944j 4 19 patients patient NOUN sf26833944j 4 20 . . PUNCT sf26833944j 5 1 a a DET sf26833944j 5 2 modular modular ADJ sf26833944j 5 3 anastomotic anastomotic ADJ sf26833944j 5 4 valve valve NOUN sf26833944j 5 5 device device NOUN sf26833944j 5 6 ( ( PUNCT sf26833944j 5 7 mavd mavd NOUN sf26833944j 5 8 ) ) PUNCT sf26833944j 5 9 has have AUX sf26833944j 5 10 been be AUX sf26833944j 5 11 proposed propose VERB sf26833944j 5 12 to to PART sf26833944j 5 13 limit limit VERB sf26833944j 5 14 venous venous ADJ sf26833944j 5 15 access access NOUN sf26833944j 5 16 to to ADP sf26833944j 5 17 arteriovenous arteriovenous ADJ sf26833944j 5 18 graft graft NOUN sf26833944j 5 19 ( ( PUNCT sf26833944j 5 20 avg avg NOUN sf26833944j 5 21 ) ) PUNCT sf26833944j 5 22 flow flow NOUN sf26833944j 5 23 . . PUNCT sf26833944j 6 1 the the DET sf26833944j 6 2 objective objective NOUN sf26833944j 6 3 of of ADP sf26833944j 6 4 this this DET sf26833944j 6 5 thesis thesis NOUN sf26833944j 6 6 is be AUX sf26833944j 6 7 to to PART sf26833944j 6 8 use use VERB sf26833944j 6 9 ex ex NOUN sf26833944j 6 10 vivo vivo NOUN sf26833944j 6 11 and and CCONJ sf26833944j 6 12 computational computational ADJ sf26833944j 6 13 techniques technique NOUN sf26833944j 6 14 to to PART sf26833944j 6 15 assess assess VERB sf26833944j 6 16 the the DET sf26833944j 6 17 ability ability NOUN sf26833944j 6 18 of of ADP sf26833944j 6 19 the the DET sf26833944j 6 20 mavd mavd NOUN sf26833944j 6 21 to to PART sf26833944j 6 22 reduce reduce VERB sf26833944j 6 23 wss wss ADJ sf26833944j 6 24 abnormalities abnormality NOUN sf26833944j 6 25 within within ADP sf26833944j 6 26 the the DET sf26833944j 6 27 venous venous ADJ sf26833944j 6 28 anastomosis anastomosis NOUN sf26833944j 6 29 of of ADP sf26833944j 6 30 an an DET sf26833944j 6 31 avg avg NOUN sf26833944j 6 32 . . PUNCT sf26833944j 7 1 the the DET sf26833944j 7 2 assessment assessment NOUN sf26833944j 7 3 of of ADP sf26833944j 7 4 mavd mavd NOUN sf26833944j 7 5 hemodynamics hemodynamic NOUN sf26833944j 7 6 will will AUX sf26833944j 7 7 serve serve VERB sf26833944j 7 8 as as ADP sf26833944j 7 9 a a DET sf26833944j 7 10 first first ADJ sf26833944j 7 11 step step NOUN sf26833944j 7 12 toward toward ADP sf26833944j 7 13 increasing increase VERB sf26833944j 7 14 the the DET sf26833944j 7 15 quality quality NOUN sf26833944j 7 16 of of ADP sf26833944j 7 17 life life NOUN sf26833944j 7 18 for for ADP sf26833944j 7 19 patients patient NOUN sf26833944j 7 20 living live VERB sf26833944j 7 21 with with ADP sf26833944j 7 22 esrd esrd PROPN sf26833944j 7 23 . . PUNCT