id sid tid token lemma pos 8s45q813k70 1 1 this this DET 8s45q813k70 1 2 thesis thesis NOUN 8s45q813k70 1 3 develops develop VERB 8s45q813k70 1 4 a a DET 8s45q813k70 1 5 mechanistic mechanistic ADJ 8s45q813k70 1 6 model model NOUN 8s45q813k70 1 7 of of ADP 8s45q813k70 1 8 glucose glucose NOUN 8s45q813k70 1 9 metabolism metabolism NOUN 8s45q813k70 1 10 in in ADP 8s45q813k70 1 11 the the DET 8s45q813k70 1 12 human human ADJ 8s45q813k70 1 13 body body NOUN 8s45q813k70 1 14 , , PUNCT 8s45q813k70 1 15 representing represent VERB 8s45q813k70 1 16 transport transport NOUN 8s45q813k70 1 17 and and CCONJ 8s45q813k70 1 18 oxidization oxidization NOUN 8s45q813k70 1 19 of of ADP 8s45q813k70 1 20 glucose glucose NOUN 8s45q813k70 1 21 to to PART 8s45q813k70 1 22 maintain maintain VERB 8s45q813k70 1 23 energy energy NOUN 8s45q813k70 1 24 balance balance NOUN 8s45q813k70 1 25 . . PUNCT 8s45q813k70 2 1 the the DET 8s45q813k70 2 2 model model NOUN 8s45q813k70 2 3 is be AUX 8s45q813k70 2 4 a a DET 8s45q813k70 2 5 set set NOUN 8s45q813k70 2 6 of of ADP 8s45q813k70 2 7 differential differential ADJ 8s45q813k70 2 8 equations equation NOUN 8s45q813k70 2 9 . . PUNCT 8s45q813k70 3 1 the the DET 8s45q813k70 3 2 forms form NOUN 8s45q813k70 3 3 of of ADP 8s45q813k70 3 4 these these DET 8s45q813k70 3 5 equations equation NOUN 8s45q813k70 3 6 are be AUX 8s45q813k70 3 7 primarily primarily ADV 8s45q813k70 3 8 based base VERB 8s45q813k70 3 9 on on ADP 8s45q813k70 3 10 qualitative qualitative ADJ 8s45q813k70 3 11 understanding understanding NOUN 8s45q813k70 3 12 of of ADP 8s45q813k70 3 13 the the DET 8s45q813k70 3 14 relevant relevant ADJ 8s45q813k70 3 15 physiological physiological ADJ 8s45q813k70 3 16 process process NOUN 8s45q813k70 3 17 and and CCONJ 8s45q813k70 3 18 the the DET 8s45q813k70 3 19 related related ADJ 8s45q813k70 3 20 chemical chemical NOUN 8s45q813k70 3 21 reactions reaction NOUN 8s45q813k70 3 22 and and CCONJ 8s45q813k70 3 23 experimental experimental ADJ 8s45q813k70 3 24 data datum NOUN 8s45q813k70 3 25 . . PUNCT 8s45q813k70 4 1 the the DET 8s45q813k70 4 2 parameters parameter NOUN 8s45q813k70 4 3 in in ADP 8s45q813k70 4 4 these these DET 8s45q813k70 4 5 differential differential ADJ 8s45q813k70 4 6 equations equation NOUN 8s45q813k70 4 7 represent represent VERB 8s45q813k70 4 8 physiological physiological ADJ 8s45q813k70 4 9 characteristics characteristic NOUN 8s45q813k70 4 10 and and CCONJ 8s45q813k70 4 11 therefore therefore ADV 8s45q813k70 4 12 have have VERB 8s45q813k70 4 13 physical physical ADJ 8s45q813k70 4 14 meanings meaning NOUN 8s45q813k70 4 15 . . PUNCT 8s45q813k70 5 1 the the DET 8s45q813k70 5 2 first first ADJ 8s45q813k70 5 3 part part NOUN 8s45q813k70 5 4 of of ADP 8s45q813k70 5 5 this this DET 8s45q813k70 5 6 thesis thesis NOUN 8s45q813k70 5 7 develops develop VERB 8s45q813k70 5 8 a a DET 8s45q813k70 5 9 model model NOUN 8s45q813k70 5 10 of of ADP 8s45q813k70 5 11 glucose glucose NOUN 8s45q813k70 5 12 metabolism metabolism NOUN 8s45q813k70 5 13 , , PUNCT 8s45q813k70 5 14 which which PRON 8s45q813k70 5 15 includes include VERB 8s45q813k70 5 16 the the DET 8s45q813k70 5 17 brain brain NOUN 8s45q813k70 5 18 , , PUNCT 8s45q813k70 5 19 the the DET 8s45q813k70 5 20 liver liver NOUN 8s45q813k70 5 21 , , PUNCT 8s45q813k70 5 22 skeletal skeletal ADJ 8s45q813k70 5 23 muscle muscle NOUN 8s45q813k70 5 24 and and CCONJ 8s45q813k70 5 25 the the DET 8s45q813k70 5 26 pancreas pancrea NOUN 8s45q813k70 5 27 . . PUNCT 8s45q813k70 6 1 the the DET 8s45q813k70 6 2 model model NOUN 8s45q813k70 6 3 is be AUX 8s45q813k70 6 4 mechanistic mechanistic ADJ 8s45q813k70 6 5 because because SCONJ 8s45q813k70 6 6 it it PRON 8s45q813k70 6 7 includes include VERB 8s45q813k70 6 8 , , PUNCT 8s45q813k70 6 9 among among ADP 8s45q813k70 6 10 other other ADJ 8s45q813k70 6 11 things thing NOUN 8s45q813k70 6 12 , , PUNCT 8s45q813k70 6 13 detailed detailed ADJ 8s45q813k70 6 14 representations representation NOUN 8s45q813k70 6 15 of of ADP 8s45q813k70 6 16 glucose glucose NOUN 8s45q813k70 6 17 transporters transporter NOUN 8s45q813k70 6 18 and and CCONJ 8s45q813k70 6 19 the the DET 8s45q813k70 6 20 metabolic metabolic NOUN 8s45q813k70 6 21 pathways pathway NOUN 8s45q813k70 6 22 . . PUNCT 8s45q813k70 7 1 the the DET 8s45q813k70 7 2 transporters transporter NOUN 8s45q813k70 7 3 have have VERB 8s45q813k70 7 4 different different ADJ 8s45q813k70 7 5 properties property NOUN 8s45q813k70 7 6 in in ADP 8s45q813k70 7 7 different different ADJ 8s45q813k70 7 8 organs organ NOUN 8s45q813k70 7 9 . . PUNCT 8s45q813k70 8 1 the the DET 8s45q813k70 8 2 parameters parameter NOUN 8s45q813k70 8 3 in in ADP 8s45q813k70 8 4 the the DET 8s45q813k70 8 5 model model NOUN 8s45q813k70 8 6 come come VERB 8s45q813k70 8 7 from from ADP 8s45q813k70 8 8 chemical chemical ADJ 8s45q813k70 8 9 balances balance NOUN 8s45q813k70 8 10 , , PUNCT 8s45q813k70 8 11 ranges range NOUN 8s45q813k70 8 12 of of ADP 8s45q813k70 8 13 normal normal ADJ 8s45q813k70 8 14 values value NOUN 8s45q813k70 8 15 published publish VERB 8s45q813k70 8 16 in in ADP 8s45q813k70 8 17 the the DET 8s45q813k70 8 18 literature literature NOUN 8s45q813k70 8 19 , , PUNCT 8s45q813k70 8 20 curve curve NOUN 8s45q813k70 8 21 fitting fitting NOUN 8s45q813k70 8 22 of of ADP 8s45q813k70 8 23 experimental experimental ADJ 8s45q813k70 8 24 data datum NOUN 8s45q813k70 8 25 and and CCONJ 8s45q813k70 8 26 tuning tuning NOUN 8s45q813k70 8 27 . . PUNCT 8s45q813k70 9 1 in in ADP 8s45q813k70 9 2 simulation simulation NOUN 8s45q813k70 9 3 protocols protocol NOUN 8s45q813k70 9 4 of of ADP 8s45q813k70 9 5 meals meal NOUN 8s45q813k70 9 6 and and CCONJ 8s45q813k70 9 7 various various ADJ 8s45q813k70 9 8 exercise exercise NOUN 8s45q813k70 9 9 intensities intensity NOUN 8s45q813k70 9 10 , , PUNCT 8s45q813k70 9 11 the the DET 8s45q813k70 9 12 results result NOUN 8s45q813k70 9 13 demonstrate demonstrate VERB 8s45q813k70 9 14 a a DET 8s45q813k70 9 15 qualitative qualitative ADJ 8s45q813k70 9 16 agreement agreement NOUN 8s45q813k70 9 17 with with ADP 8s45q813k70 9 18 the the DET 8s45q813k70 9 19 dynamics dynamic NOUN 8s45q813k70 9 20 of of ADP 8s45q813k70 9 21 glucose glucose NOUN 8s45q813k70 9 22 metabolism metabolism NOUN 8s45q813k70 9 23 in in ADP 8s45q813k70 9 24 healthy healthy ADJ 8s45q813k70 9 25 subjects subject NOUN 8s45q813k70 9 26 . . PUNCT 8s45q813k70 10 1 the the DET 8s45q813k70 10 2 next next ADJ 8s45q813k70 10 3 part part NOUN 8s45q813k70 10 4 of of ADP 8s45q813k70 10 5 this this DET 8s45q813k70 10 6 thesis thesis NOUN 8s45q813k70 10 7 develops develop VERB 8s45q813k70 10 8 a a DET 8s45q813k70 10 9 sub sub NOUN 8s45q813k70 10 10 - - NOUN 8s45q813k70 10 11 model model NOUN 8s45q813k70 10 12 of of ADP 8s45q813k70 10 13 the the DET 8s45q813k70 10 14 pancreas pancrea NOUN 8s45q813k70 10 15 which which PRON 8s45q813k70 10 16 includes include VERB 8s45q813k70 10 17 more more ADJ 8s45q813k70 10 18 differential differential ADJ 8s45q813k70 10 19 equations equation NOUN 8s45q813k70 10 20 representing represent VERB 8s45q813k70 10 21 additional additional ADJ 8s45q813k70 10 22 physiological physiological ADJ 8s45q813k70 10 23 processes process NOUN 8s45q813k70 10 24 . . PUNCT 8s45q813k70 11 1 the the DET 8s45q813k70 11 2 parameters parameter NOUN 8s45q813k70 11 3 of of ADP 8s45q813k70 11 4 this this DET 8s45q813k70 11 5 pancreas pancreas ADJ 8s45q813k70 11 6 model model NOUN 8s45q813k70 11 7 are be AUX 8s45q813k70 11 8 obtained obtain VERB 8s45q813k70 11 9 by by ADP 8s45q813k70 11 10 a a DET 8s45q813k70 11 11 global global ADJ 8s45q813k70 11 12 optimization optimization NOUN 8s45q813k70 11 13 method method NOUN 8s45q813k70 11 14 . . PUNCT 8s45q813k70 12 1 parallel parallel ADJ 8s45q813k70 12 2 computing computing NOUN 8s45q813k70 12 3 is be AUX 8s45q813k70 12 4 implemented implement VERB 8s45q813k70 12 5 to to PART 8s45q813k70 12 6 handle handle VERB 8s45q813k70 12 7 the the DET 8s45q813k70 12 8 large large ADJ 8s45q813k70 12 9 computational computational ADJ 8s45q813k70 12 10 cost cost NOUN 8s45q813k70 12 11 of of ADP 8s45q813k70 12 12 the the DET 8s45q813k70 12 13 optimization optimization NOUN 8s45q813k70 12 14 method method NOUN 8s45q813k70 12 15 . . PUNCT 8s45q813k70 13 1 the the DET 8s45q813k70 13 2 simulation simulation NOUN 8s45q813k70 13 3 results result NOUN 8s45q813k70 13 4 demonstrate demonstrate VERB 8s45q813k70 13 5 that that SCONJ 8s45q813k70 13 6 this this DET 8s45q813k70 13 7 pancreas pancreas ADJ 8s45q813k70 13 8 model model NOUN 8s45q813k70 13 9 can can AUX 8s45q813k70 13 10 capture capture VERB 8s45q813k70 13 11 the the DET 8s45q813k70 13 12 transient transient ADJ 8s45q813k70 13 13 response response NOUN 8s45q813k70 13 14 in in ADP 8s45q813k70 13 15 intravenous intravenous ADJ 8s45q813k70 13 16 glucose glucose NOUN 8s45q813k70 13 17 tolerance tolerance NOUN 8s45q813k70 13 18 tests test NOUN 8s45q813k70 13 19 ( ( PUNCT 8s45q813k70 13 20 ivgtt ivgtt PROPN 8s45q813k70 13 21 ) ) PUNCT 8s45q813k70 13 22 , , PUNCT 8s45q813k70 13 23 which which PRON 8s45q813k70 13 24 is be AUX 8s45q813k70 13 25 an an DET 8s45q813k70 13 26 important important ADJ 8s45q813k70 13 27 characteristic characteristic NOUN 8s45q813k70 13 28 of of ADP 8s45q813k70 13 29 a a DET 8s45q813k70 13 30 healthy healthy ADJ 8s45q813k70 13 31 pancreas pancrea NOUN 8s45q813k70 13 32 . . PUNCT 8s45q813k70 14 1 the the DET 8s45q813k70 14 2 values value NOUN 8s45q813k70 14 3 of of ADP 8s45q813k70 14 4 the the DET 8s45q813k70 14 5 parameters parameter NOUN 8s45q813k70 14 6 can can AUX 8s45q813k70 14 7 categorize categorize VERB 8s45q813k70 14 8 subjects subject NOUN 8s45q813k70 14 9 such such ADJ 8s45q813k70 14 10 as as ADP 8s45q813k70 14 11 normal normal ADJ 8s45q813k70 14 12 ones one NOUN 8s45q813k70 14 13 , , PUNCT 8s45q813k70 14 14 as as ADV 8s45q813k70 14 15 well well ADV 8s45q813k70 14 16 as as ADP 8s45q813k70 14 17 mild mild ADJ 8s45q813k70 14 18 , , PUNCT 8s45q813k70 14 19 moderate moderate ADJ 8s45q813k70 14 20 and and CCONJ 8s45q813k70 14 21 treated treated ADJ 8s45q813k70 14 22 type type NOUN 8s45q813k70 14 23 2 2 NUM 8s45q813k70 14 24 diabetics diabetic NOUN 8s45q813k70 14 25 . . PUNCT 8s45q813k70 15 1 unlike unlike ADP 8s45q813k70 15 2 much much ADJ 8s45q813k70 15 3 of of ADP 8s45q813k70 15 4 the the DET 8s45q813k70 15 5 literature literature NOUN 8s45q813k70 15 6 , , PUNCT 8s45q813k70 15 7 the the DET 8s45q813k70 15 8 model model NOUN 8s45q813k70 15 9 is be AUX 8s45q813k70 15 10 validated validate VERB 8s45q813k70 15 11 by by ADP 8s45q813k70 15 12 comparison comparison NOUN 8s45q813k70 15 13 to to ADP 8s45q813k70 15 14 experimental experimental ADJ 8s45q813k70 15 15 results result NOUN 8s45q813k70 15 16 that that PRON 8s45q813k70 15 17 are be AUX 8s45q813k70 15 18 not not PART 8s45q813k70 15 19 used use VERB 8s45q813k70 15 20 in in ADP 8s45q813k70 15 21 the the DET 8s45q813k70 15 22 parameters parameter NOUN 8s45q813k70 15 23 identification identification NOUN 8s45q813k70 15 24 process process NOUN 8s45q813k70 15 25 . . PUNCT 8s45q813k70 16 1 the the DET 8s45q813k70 16 2 sub sub NOUN 8s45q813k70 16 3 - - NOUN 8s45q813k70 16 4 model model NOUN 8s45q813k70 16 5 of of ADP 8s45q813k70 16 6 glucose glucose NOUN 8s45q813k70 16 7 transport transport NOUN 8s45q813k70 16 8 in in ADP 8s45q813k70 16 9 skeletal skeletal ADJ 8s45q813k70 16 10 muscle muscle NOUN 8s45q813k70 16 11 is be AUX 8s45q813k70 16 12 also also ADV 8s45q813k70 16 13 refined refine VERB 8s45q813k70 16 14 to to PART 8s45q813k70 16 15 incorporate incorporate VERB 8s45q813k70 16 16 more more ADJ 8s45q813k70 16 17 physiological physiological ADJ 8s45q813k70 16 18 information information NOUN 8s45q813k70 16 19 . . PUNCT 8s45q813k70 17 1 its its PRON 8s45q813k70 17 2 parameters parameter NOUN 8s45q813k70 17 3 are be AUX 8s45q813k70 17 4 also also ADV 8s45q813k70 17 5 obtained obtain VERB 8s45q813k70 17 6 by by ADP 8s45q813k70 17 7 the the DET 8s45q813k70 17 8 optimization optimization NOUN 8s45q813k70 17 9 method method NOUN 8s45q813k70 17 10 . . PUNCT 8s45q813k70 18 1 the the DET 8s45q813k70 18 2 simulation simulation NOUN 8s45q813k70 18 3 results result NOUN 8s45q813k70 18 4 demonstrate demonstrate VERB 8s45q813k70 18 5 varied varied ADJ 8s45q813k70 18 6 rates rate NOUN 8s45q813k70 18 7 of of ADP 8s45q813k70 18 8 glucose glucose NOUN 8s45q813k70 18 9 transport transport NOUN 8s45q813k70 18 10 into into ADP 8s45q813k70 18 11 muscle muscle NOUN 8s45q813k70 18 12 under under ADP 8s45q813k70 18 13 different different ADJ 8s45q813k70 18 14 exercise exercise NOUN 8s45q813k70 18 15 intensities intensity NOUN 8s45q813k70 18 16 . . PUNCT