id sid tid token lemma pos 2n49t150c4c 1 1 this this DET 2n49t150c4c 1 2 dissertation dissertation NOUN 2n49t150c4c 1 3 focuses focus VERB 2n49t150c4c 1 4 on on ADP 2n49t150c4c 1 5 the the DET 2n49t150c4c 1 6 development development NOUN 2n49t150c4c 1 7 of of ADP 2n49t150c4c 1 8 a a DET 2n49t150c4c 1 9 unique unique ADJ 2n49t150c4c 1 10 microfluidic microfluidic ADJ 2n49t150c4c 1 11 approach approach NOUN 2n49t150c4c 1 12 , , PUNCT 2n49t150c4c 1 13 using use VERB 2n49t150c4c 1 14 hydrodynamic hydrodynamic ADJ 2n49t150c4c 1 15 focusing focus VERB 2n49t150c4c 1 16 , , PUNCT 2n49t150c4c 1 17 to to PART 2n49t150c4c 1 18 enable enable VERB 2n49t150c4c 1 19 both both DET 2n49t150c4c 1 20 surface surface NOUN 2n49t150c4c 1 21 enhanced enhance VERB 2n49t150c4c 1 22 raman raman NOUN 2n49t150c4c 1 23 scattering scattering NOUN 2n49t150c4c 1 24 ( ( PUNCT 2n49t150c4c 1 25 sers ser NOUN 2n49t150c4c 1 26 ) ) PUNCT 2n49t150c4c 1 27 and and CCONJ 2n49t150c4c 1 28 electrochemical electrochemical ADJ 2n49t150c4c 1 29 characterization characterization NOUN 2n49t150c4c 1 30 of of ADP 2n49t150c4c 1 31 analytes analyte NOUN 2n49t150c4c 1 32 at at ADP 2n49t150c4c 1 33 nanomolar nanomolar ADJ 2n49t150c4c 1 34 concentration concentration NOUN 2n49t150c4c 1 35 in in ADP 2n49t150c4c 1 36 flow flow NOUN 2n49t150c4c 1 37 . . PUNCT 2n49t150c4c 2 1 the the DET 2n49t150c4c 2 2 approach approach NOUN 2n49t150c4c 2 3 utilizes utilize VERB 2n49t150c4c 2 4 a a DET 2n49t150c4c 2 5 versatile versatile ADJ 2n49t150c4c 2 6 polystyrene polystyrene NOUN 2n49t150c4c 2 7 chip chip NOUN 2n49t150c4c 2 8 that that PRON 2n49t150c4c 2 9 contains contain VERB 2n49t150c4c 2 10 an an DET 2n49t150c4c 2 11 encapsulated encapsulate VERB 2n49t150c4c 2 12 microelectrode microelectrode ADJ 2n49t150c4c 2 13 and and CCONJ 2n49t150c4c 2 14 fluidic fluidic ADJ 2n49t150c4c 2 15 tubing tubing NOUN 2n49t150c4c 2 16 with with ADP 2n49t150c4c 2 17 a a DET 2n49t150c4c 2 18 polydimethylsiloxane polydimethylsiloxane NOUN 2n49t150c4c 2 19 ( ( PUNCT 2n49t150c4c 2 20 pdms pdms ADJ 2n49t150c4c 2 21 ) ) PUNCT 2n49t150c4c 2 22 microchannel microchannel NOUN 2n49t150c4c 2 23 positioned position VERB 2n49t150c4c 2 24 over over ADP 2n49t150c4c 2 25 both both PRON 2n49t150c4c 2 26 to to PART 2n49t150c4c 2 27 generate generate VERB 2n49t150c4c 2 28 a a DET 2n49t150c4c 2 29 sheath sheath NOUN 2n49t150c4c 2 30 - - PUNCT 2n49t150c4c 2 31 flow flow NOUN 2n49t150c4c 2 32 that that PRON 2n49t150c4c 2 33 confines confine VERB 2n49t150c4c 2 34 and and CCONJ 2n49t150c4c 2 35 increase increase VERB 2n49t150c4c 2 36 the the DET 2n49t150c4c 2 37 interaction interaction NOUN 2n49t150c4c 2 38 between between ADP 2n49t150c4c 2 39 the the DET 2n49t150c4c 2 40 analyte analyte NOUN 2n49t150c4c 2 41 and and CCONJ 2n49t150c4c 2 42 the the DET 2n49t150c4c 2 43 surface surface NOUN 2n49t150c4c 2 44 to to PART 2n49t150c4c 2 45 improve improve VERB 2n49t150c4c 2 46 detection detection NOUN 2n49t150c4c 2 47 . . PUNCT 2n49t150c4c 3 1 the the DET 2n49t150c4c 3 2 microfluidic microfluidic ADJ 2n49t150c4c 3 3 device device NOUN 2n49t150c4c 3 4 was be AUX 2n49t150c4c 3 5 characterized characterize VERB 2n49t150c4c 3 6 using use VERB 2n49t150c4c 3 7 finite finite ADJ 2n49t150c4c 3 8 element element NOUN 2n49t150c4c 3 9 simulations simulation NOUN 2n49t150c4c 3 10 , , PUNCT 2n49t150c4c 3 11 amperometry amperometry NOUN 2n49t150c4c 3 12 , , PUNCT 2n49t150c4c 3 13 and and CCONJ 2n49t150c4c 3 14 raman raman ADJ 2n49t150c4c 3 15 experiments experiment NOUN 2n49t150c4c 3 16 . . PUNCT 2n49t150c4c 4 1 an an DET 2n49t150c4c 4 2 examination examination NOUN 2n49t150c4c 4 3 of of ADP 2n49t150c4c 4 4 riboflavin riboflavin NOUN 2n49t150c4c 4 5 ( ( PUNCT 2n49t150c4c 4 6 vitamin vitamin NOUN 2n49t150c4c 4 7 b12 b12 NOUN 2n49t150c4c 4 8 ) ) PUNCT 2n49t150c4c 4 9 and and CCONJ 2n49t150c4c 4 10 catechol catechol PROPN 2n49t150c4c 4 11 demonstrated demonstrate VERB 2n49t150c4c 4 12 a a DET 2n49t150c4c 4 13 sers ser NOUN 2n49t150c4c 4 14 and and CCONJ 2n49t150c4c 4 15 amperometric amperometric NOUN 2n49t150c4c 4 16 detection detection NOUN 2n49t150c4c 4 17 limit limit NOUN 2n49t150c4c 4 18 near near ADP 2n49t150c4c 4 19 1 1 NUM 2n49t150c4c 4 20 and and CCONJ 2n49t150c4c 4 21 25 25 NUM 2n49t150c4c 4 22 nm nm NOUN 2n49t150c4c 4 23 , , PUNCT 2n49t150c4c 4 24 respectively respectively ADV 2n49t150c4c 4 25 . . PUNCT 2n49t150c4c 5 1 this this DET 2n49t150c4c 5 2 combination combination NOUN 2n49t150c4c 5 3 of of ADP 2n49t150c4c 5 4 sers ser NOUN 2n49t150c4c 5 5 and and CCONJ 2n49t150c4c 5 6 amperometry amperometry NOUN 2n49t150c4c 5 7 in in ADP 2n49t150c4c 5 8 a a DET 2n49t150c4c 5 9 single single ADJ 2n49t150c4c 5 10 device device NOUN 2n49t150c4c 5 11 provides provide VERB 2n49t150c4c 5 12 an an DET 2n49t150c4c 5 13 improved improved ADJ 2n49t150c4c 5 14 method method NOUN 2n49t150c4c 5 15 to to PART 2n49t150c4c 5 16 identify identify VERB 2n49t150c4c 5 17 and and CCONJ 2n49t150c4c 5 18 quantify quantify VERB 2n49t150c4c 5 19 electroactive electroactive ADJ 2n49t150c4c 5 20 analytes analyte NOUN 2n49t150c4c 5 21 over over ADP 2n49t150c4c 5 22 either either DET 2n49t150c4c 5 23 technique technique NOUN 2n49t150c4c 5 24 independently independently ADV 2n49t150c4c 5 25 . . PUNCT 2n49t150c4c 6 1 the the DET 2n49t150c4c 6 2 platform platform NOUN 2n49t150c4c 6 3 has have AUX 2n49t150c4c 6 4 also also ADV 2n49t150c4c 6 5 been be AUX 2n49t150c4c 6 6 used use VERB 2n49t150c4c 6 7 to to PART 2n49t150c4c 6 8 investigate investigate VERB 2n49t150c4c 6 9 the the DET 2n49t150c4c 6 10 role role NOUN 2n49t150c4c 6 11 of of ADP 2n49t150c4c 6 12 surface surface NOUN 2n49t150c4c 6 13 adsorption adsorption NOUN 2n49t150c4c 6 14 in in ADP 2n49t150c4c 6 15 the the DET 2n49t150c4c 6 16 sers ser NOUN 2n49t150c4c 6 17 and and CCONJ 2n49t150c4c 6 18 electrochemical electrochemical ADJ 2n49t150c4c 6 19 detection detection NOUN 2n49t150c4c 6 20 of of ADP 2n49t150c4c 6 21 neurotransmitters neurotransmitter NOUN 2n49t150c4c 6 22 , , PUNCT 2n49t150c4c 6 23 as as ADV 2n49t150c4c 6 24 well well ADV 2n49t150c4c 6 25 as as ADP 2n49t150c4c 6 26 examine examine VERB 2n49t150c4c 6 27 reversible reversible ADJ 2n49t150c4c 6 28 changes change NOUN 2n49t150c4c 6 29 in in ADP 2n49t150c4c 6 30 spectral spectral ADJ 2n49t150c4c 6 31 features feature NOUN 2n49t150c4c 6 32 of of ADP 2n49t150c4c 6 33 riboflavin riboflavin NOUN 2n49t150c4c 6 34 based base VERB 2n49t150c4c 6 35 on on ADP 2n49t150c4c 6 36 applied apply VERB 2n49t150c4c 6 37 potential potential NOUN 2n49t150c4c 6 38 . . PUNCT