id sid tid token lemma pos r207tm7322j 1 1 developing develop VERB r207tm7322j 1 2 a a DET r207tm7322j 1 3 novel novel ADJ r207tm7322j 1 4 biosensor biosensor NOUN r207tm7322j 1 5 with with ADP r207tm7322j 1 6 high high ADJ r207tm7322j 1 7 sensitivity sensitivity NOUN r207tm7322j 1 8 and and CCONJ r207tm7322j 1 9 specificity specificity NOUN r207tm7322j 1 10 , , PUNCT r207tm7322j 1 11 fast fast ADJ r207tm7322j 1 12 assay assay NOUN r207tm7322j 1 13 time time NOUN r207tm7322j 1 14 , , PUNCT r207tm7322j 1 15 large large ADJ r207tm7322j 1 16 target target NOUN r207tm7322j 1 17 number number NOUN r207tm7322j 1 18 and and CCONJ r207tm7322j 1 19 low low ADJ r207tm7322j 1 20 cost cost NOUN r207tm7322j 1 21 is be AUX r207tm7322j 1 22 an an DET r207tm7322j 1 23 important important ADJ r207tm7322j 1 24 goal goal NOUN r207tm7322j 1 25 of of ADP r207tm7322j 1 26 the the DET r207tm7322j 1 27 biosensing biosense VERB r207tm7322j 1 28 community community NOUN r207tm7322j 1 29 [ [ X r207tm7322j 1 30 19 19 NUM r207tm7322j 1 31 ] ] PUNCT r207tm7322j 1 32 . . PUNCT r207tm7322j 2 1 it it PRON r207tm7322j 2 2 may may AUX r207tm7322j 2 3 fundamentally fundamentally ADV r207tm7322j 2 4 transform transform VERB r207tm7322j 2 5 healthcare healthcare NOUN r207tm7322j 2 6 and and CCONJ r207tm7322j 2 7 catalyze catalyze INTJ r207tm7322j 2 8 a a DET r207tm7322j 2 9 new new ADJ r207tm7322j 2 10 high high ADJ r207tm7322j 2 11 - - PUNCT r207tm7322j 2 12 tech tech NOUN r207tm7322j 2 13 industry industry NOUN r207tm7322j 2 14 . . PUNCT r207tm7322j 3 1 my my PRON r207tm7322j 3 2 thesis thesis NOUN r207tm7322j 3 3 goal goal NOUN r207tm7322j 3 4 is be AUX r207tm7322j 3 5 to to PART r207tm7322j 3 6 develop develop VERB r207tm7322j 3 7 new new ADJ r207tm7322j 3 8 low low ADJ r207tm7322j 3 9 - - PUNCT r207tm7322j 3 10 cost cost NOUN r207tm7322j 3 11 label label NOUN r207tm7322j 3 12 - - PUNCT r207tm7322j 3 13 free free ADJ r207tm7322j 3 14 nanotechnologies nanotechnology NOUN r207tm7322j 3 15 that that PRON r207tm7322j 3 16 can can AUX r207tm7322j 3 17 render render VERB r207tm7322j 3 18 such such ADJ r207tm7322j 3 19 sensitive sensitive ADJ r207tm7322j 3 20 optical optical ADJ r207tm7322j 3 21 sensors sensor NOUN r207tm7322j 3 22 practical practical ADJ r207tm7322j 3 23 for for ADP r207tm7322j 3 24 poc poc ADJ r207tm7322j 3 25 applications application NOUN r207tm7322j 3 26 . . PUNCT r207tm7322j 4 1 i i PRON r207tm7322j 4 2 studied study VERB r207tm7322j 4 3 various various ADJ r207tm7322j 4 4 types type NOUN r207tm7322j 4 5 of of ADP r207tm7322j 4 6 nanostructures nanostructure NOUN r207tm7322j 4 7 , , PUNCT r207tm7322j 4 8 including include VERB r207tm7322j 4 9 nanocones nanocone NOUN r207tm7322j 4 10 , , PUNCT r207tm7322j 4 11 nanowedges nanowedge NOUN r207tm7322j 4 12 , , PUNCT r207tm7322j 4 13 nanogaps nanogap NOUN r207tm7322j 4 14 and and CCONJ r207tm7322j 4 15 nanospheres nanosphere NOUN r207tm7322j 4 16 , , PUNCT r207tm7322j 4 17 and and CCONJ r207tm7322j 4 18 use use VERB r207tm7322j 4 19 the the DET r207tm7322j 4 20 singular singular ADJ r207tm7322j 4 21 optical optical ADJ r207tm7322j 4 22 field field NOUN r207tm7322j 4 23 [ [ PUNCT r207tm7322j 4 24 10 10 NUM r207tm7322j 4 25 - - SYM r207tm7322j 4 26 14 14 NUM r207tm7322j 4 27 ] ] PUNCT r207tm7322j 4 28 near near ADP r207tm7322j 4 29 them they PRON r207tm7322j 4 30 to to PART r207tm7322j 4 31 enhance enhance VERB r207tm7322j 4 32 the the DET r207tm7322j 4 33 optical optical ADJ r207tm7322j 4 34 signals signal NOUN r207tm7322j 4 35 from from ADP r207tm7322j 4 36 the the DET r207tm7322j 4 37 probes probe NOUN r207tm7322j 4 38 , , PUNCT r207tm7322j 4 39 thus thus ADV r207tm7322j 4 40 eliminating eliminate VERB r207tm7322j 4 41 the the DET r207tm7322j 4 42 need need NOUN r207tm7322j 4 43 for for ADP r207tm7322j 4 44 expensive expensive ADJ r207tm7322j 4 45 detectors detector NOUN r207tm7322j 4 46 . . PUNCT r207tm7322j 5 1 all all DET r207tm7322j 5 2 the the DET r207tm7322j 5 3 sensors sensor NOUN r207tm7322j 5 4 do do AUX r207tm7322j 5 5 not not PART r207tm7322j 5 6 require require VERB r207tm7322j 5 7 nanofabrication nanofabrication NOUN r207tm7322j 5 8 techniques technique NOUN r207tm7322j 5 9 and and CCONJ r207tm7322j 5 10 can can AUX r207tm7322j 5 11 be be AUX r207tm7322j 5 12 integrated integrate VERB r207tm7322j 5 13 to to ADP r207tm7322j 5 14 a a DET r207tm7322j 5 15 handheld handheld ADJ r207tm7322j 5 16 portable portable ADJ r207tm7322j 5 17 platform platform NOUN r207tm7322j 5 18 that that PRON r207tm7322j 5 19 is be AUX r207tm7322j 5 20 low low ADJ r207tm7322j 5 21 - - PUNCT r207tm7322j 5 22 cost cost NOUN r207tm7322j 5 23 and and CCONJ r207tm7322j 5 24 easy easy ADJ r207tm7322j 5 25 to to PART r207tm7322j 5 26 use use VERB r207tm7322j 5 27 . . PUNCT r207tm7322j 6 1 the the DET r207tm7322j 6 2 specific specific ADJ r207tm7322j 6 3 molecules molecule NOUN r207tm7322j 6 4 quantified quantify VERB r207tm7322j 6 5 in in ADP r207tm7322j 6 6 my my PRON r207tm7322j 6 7 biosensors biosensor NOUN r207tm7322j 6 8 are be AUX r207tm7322j 6 9 micrornas microrna NOUN r207tm7322j 6 10 , , PUNCT r207tm7322j 6 11 whose whose DET r207tm7322j 6 12 irregular irregular ADJ r207tm7322j 6 13 expression expression NOUN r207tm7322j 6 14 has have AUX r207tm7322j 6 15 been be AUX r207tm7322j 6 16 linked link VERB r207tm7322j 6 17 to to ADP r207tm7322j 6 18 several several ADJ r207tm7322j 6 19 cancer cancer NOUN r207tm7322j 6 20 and and CCONJ r207tm7322j 6 21 chronic chronic ADJ r207tm7322j 6 22 diseases disease NOUN r207tm7322j 6 23 . . PUNCT r207tm7322j 7 1 to to PART r207tm7322j 7 2 eliminate eliminate VERB r207tm7322j 7 3 target target NOUN r207tm7322j 7 4 labeling labeling NOUN r207tm7322j 7 5 , , PUNCT r207tm7322j 7 6 i i PRON r207tm7322j 7 7 have have AUX r207tm7322j 7 8 integrated integrate VERB r207tm7322j 7 9 a a DET r207tm7322j 7 10 new new ADJ r207tm7322j 7 11 hairpin hairpin NOUN r207tm7322j 7 12 oligo oligo ADJ r207tm7322j 7 13 probe probe NOUN r207tm7322j 7 14 with with ADP r207tm7322j 7 15 switchable switchable ADJ r207tm7322j 7 16 fluorescent fluorescent NOUN r207tm7322j 7 17 reporters reporter NOUN r207tm7322j 7 18 to to ADP r207tm7322j 7 19 these these DET r207tm7322j 7 20 nanostructures nanostructure NOUN r207tm7322j 7 21 . . PUNCT r207tm7322j 8 1 to to PART r207tm7322j 8 2 reduce reduce VERB r207tm7322j 8 3 assay assay NOUN r207tm7322j 8 4 time time NOUN r207tm7322j 8 5 , , PUNCT r207tm7322j 8 6 i i PRON r207tm7322j 8 7 use use VERB r207tm7322j 8 8 dielectrophoresis dielectrophoresis NOUN r207tm7322j 8 9 ( ( PUNCT r207tm7322j 8 10 dep dep NOUN r207tm7322j 8 11 ) ) PUNCT r207tm7322j 8 12 force force NOUN r207tm7322j 8 13 and and CCONJ r207tm7322j 8 14 electrophoretic electrophoretic ADJ r207tm7322j 8 15 force force NOUN r207tm7322j 8 16 to to PART r207tm7322j 8 17 trap trap VERB r207tm7322j 8 18 molecules molecule NOUN r207tm7322j 8 19 , , PUNCT r207tm7322j 8 20 which which PRON r207tm7322j 8 21 drastically drastically ADV r207tm7322j 8 22 speeds speed VERB r207tm7322j 8 23 up up ADP r207tm7322j 8 24 detection detection NOUN r207tm7322j 8 25 process process NOUN r207tm7322j 8 26 . . PUNCT r207tm7322j 9 1 i i PRON r207tm7322j 9 2 have have AUX r207tm7322j 9 3 demonstrated demonstrate VERB r207tm7322j 9 4 detection detection NOUN r207tm7322j 9 5 of of ADP r207tm7322j 9 6 a a DET r207tm7322j 9 7 hundred hundred NUM r207tm7322j 9 8 molecules molecule NOUN r207tm7322j 9 9 within within ADP r207tm7322j 9 10 fifteen fifteen NUM r207tm7322j 9 11 minutes minute NOUN r207tm7322j 9 12 by by ADP r207tm7322j 9 13 driving drive VERB r207tm7322j 9 14 molecules molecule NOUN r207tm7322j 9 15 into into ADP r207tm7322j 9 16 detection detection NOUN r207tm7322j 9 17 region region NOUN r207tm7322j 9 18 using use VERB r207tm7322j 9 19 electrophoretic electrophoretic ADJ r207tm7322j 9 20 force force NOUN r207tm7322j 9 21 . . PUNCT r207tm7322j 10 1 in in ADP r207tm7322j 10 2 addition addition NOUN r207tm7322j 10 3 , , PUNCT r207tm7322j 10 4 i i PRON r207tm7322j 10 5 integrated integrate VERB r207tm7322j 10 6 a a DET r207tm7322j 10 7 molecule molecule NOUN r207tm7322j 10 8 concentrator concentrator NOUN r207tm7322j 10 9 [ [ X r207tm7322j 10 10 6 6 NUM r207tm7322j 10 11 ] ] PUNCT r207tm7322j 10 12 with with ADP r207tm7322j 10 13 cone cone NOUN r207tm7322j 10 14 array array NOUN r207tm7322j 10 15 sensor sensor NOUN r207tm7322j 10 16 and and CCONJ r207tm7322j 10 17 reduced reduce VERB r207tm7322j 10 18 assay assay NOUN r207tm7322j 10 19 time time NOUN r207tm7322j 10 20 from from ADP r207tm7322j 10 21 more more ADJ r207tm7322j 10 22 than than ADP r207tm7322j 10 23 ten ten NUM r207tm7322j 10 24 hours hour NOUN r207tm7322j 10 25 to to ADP r207tm7322j 10 26 less less ADJ r207tm7322j 10 27 than than ADP r207tm7322j 10 28 one one NUM r207tm7322j 10 29 hour hour NOUN r207tm7322j 10 30 . . PUNCT r207tm7322j 11 1 i i PRON r207tm7322j 11 2 also also ADV r207tm7322j 11 3 employ employ VERB r207tm7322j 11 4 singular singular ADJ r207tm7322j 11 5 electric electric ADJ r207tm7322j 11 6 field field NOUN r207tm7322j 11 7 at at ADP r207tm7322j 11 8 geometric geometric ADJ r207tm7322j 11 9 singularities singularity NOUN r207tm7322j 11 10 to to PART r207tm7322j 11 11 generate generate VERB r207tm7322j 11 12 nanodrops nanodrop NOUN r207tm7322j 11 13 for for ADP r207tm7322j 11 14 a a DET r207tm7322j 11 15 future future ADJ r207tm7322j 11 16 massively massively ADV r207tm7322j 11 17 large large ADJ r207tm7322j 11 18 ( ( PUNCT r207tm7322j 11 19 billions billion NOUN r207tm7322j 11 20 ) ) PUNCT r207tm7322j 11 21 molecular molecular ADJ r207tm7322j 11 22 screening screening NOUN r207tm7322j 11 23 platform platform NOUN r207tm7322j 11 24 . . PUNCT r207tm7322j 12 1 i i PRON r207tm7322j 12 2 conclude conclude VERB r207tm7322j 12 3 in in ADP r207tm7322j 12 4 the the DET r207tm7322j 12 5 final final ADJ r207tm7322j 12 6 chapter chapter NOUN r207tm7322j 12 7 with with ADP r207tm7322j 12 8 a a DET r207tm7322j 12 9 discussion discussion NOUN r207tm7322j 12 10 on on ADP r207tm7322j 12 11 possible possible ADJ r207tm7322j 12 12 improvements improvement NOUN r207tm7322j 12 13 and and CCONJ r207tm7322j 12 14 integration integration NOUN r207tm7322j 12 15 issues issue NOUN r207tm7322j 12 16 to to PART r207tm7322j 12 17 realize realize VERB r207tm7322j 12 18 integrated integrated ADJ r207tm7322j 12 19 platforms platform NOUN r207tm7322j 12 20 . . PUNCT