id sid tid token lemma pos 1v53jw8579d 1 1 population population PROPN 1v53jw8579d 1 2 genomic genomic NOUN 1v53jw8579d 1 3 data datum NOUN 1v53jw8579d 1 4 are be AUX 1v53jw8579d 1 5 increasingly increasingly ADV 1v53jw8579d 1 6 being be AUX 1v53jw8579d 1 7 used use VERB 1v53jw8579d 1 8 to to PART 1v53jw8579d 1 9 improve improve VERB 1v53jw8579d 1 10 our our PRON 1v53jw8579d 1 11 understanding understanding NOUN 1v53jw8579d 1 12 of of ADP 1v53jw8579d 1 13 malaria malaria NOUN 1v53jw8579d 1 14 epidemiology epidemiology NOUN 1v53jw8579d 1 15 , , PUNCT 1v53jw8579d 1 16 for for ADP 1v53jw8579d 1 17 example example NOUN 1v53jw8579d 1 18 by by ADP 1v53jw8579d 1 19 assessing assess VERB 1v53jw8579d 1 20 connectivity connectivity NOUN 1v53jw8579d 1 21 between between ADP 1v53jw8579d 1 22 populations population NOUN 1v53jw8579d 1 23 and and CCONJ 1v53jw8579d 1 24 providing provide VERB 1v53jw8579d 1 25 key key ADJ 1v53jw8579d 1 26 information information NOUN 1v53jw8579d 1 27 on on ADP 1v53jw8579d 1 28 the the DET 1v53jw8579d 1 29 genetic genetic ADJ 1v53jw8579d 1 30 diversity diversity NOUN 1v53jw8579d 1 31 of of ADP 1v53jw8579d 1 32 plasmodium plasmodium NOUN 1v53jw8579d 1 33 falciparum falciparum NOUN 1v53jw8579d 1 34 and and CCONJ 1v53jw8579d 1 35 the the DET 1v53jw8579d 1 36 prevalence prevalence NOUN 1v53jw8579d 1 37 of of ADP 1v53jw8579d 1 38 antimalarial antimalarial ADJ 1v53jw8579d 1 39 drug drug NOUN 1v53jw8579d 1 40 resistance resistance NOUN 1v53jw8579d 1 41 . . PUNCT 1v53jw8579d 2 1 parasite parasite NOUN 1v53jw8579d 2 2 genetic genetic ADJ 1v53jw8579d 2 3 data datum NOUN 1v53jw8579d 2 4 can can AUX 1v53jw8579d 2 5 inform inform VERB 1v53jw8579d 2 6 malaria malaria NOUN 1v53jw8579d 2 7 elimination elimination NOUN 1v53jw8579d 2 8 strategies strategy NOUN 1v53jw8579d 2 9 by by ADP 1v53jw8579d 2 10 helping help VERB 1v53jw8579d 2 11 to to PART 1v53jw8579d 2 12 identify identify VERB 1v53jw8579d 2 13 factors factor NOUN 1v53jw8579d 2 14 that that PRON 1v53jw8579d 2 15 contribute contribute VERB 1v53jw8579d 2 16 to to ADP 1v53jw8579d 2 17 residual residual ADJ 1v53jw8579d 2 18 transmission transmission NOUN 1v53jw8579d 2 19 . . PUNCT 1v53jw8579d 3 1 this this DET 1v53jw8579d 3 2 dissertation dissertation NOUN 1v53jw8579d 3 3 aimed aim VERB 1v53jw8579d 3 4 to to PART 1v53jw8579d 3 5 characterize characterize VERB 1v53jw8579d 3 6 the the DET 1v53jw8579d 3 7 population population NOUN 1v53jw8579d 3 8 structure structure NOUN 1v53jw8579d 3 9 of of ADP 1v53jw8579d 3 10 p. p. PROPN 1v53jw8579d 3 11 falciparum falciparum PROPN 1v53jw8579d 3 12 parasites parasite NOUN 1v53jw8579d 3 13 , , PUNCT 1v53jw8579d 3 14 map map VERB 1v53jw8579d 3 15 antimalarial antimalarial ADJ 1v53jw8579d 3 16 resistance resistance NOUN 1v53jw8579d 3 17 profiles profile NOUN 1v53jw8579d 3 18 , , PUNCT 1v53jw8579d 3 19 and and CCONJ 1v53jw8579d 3 20 define define VERB 1v53jw8579d 3 21 parasite parasite NOUN 1v53jw8579d 3 22 relatedness relatedness NOUN 1v53jw8579d 3 23 to to PART 1v53jw8579d 3 24 provide provide VERB 1v53jw8579d 3 25 new new ADJ 1v53jw8579d 3 26 insights insight NOUN 1v53jw8579d 3 27 that that PRON 1v53jw8579d 3 28 will will AUX 1v53jw8579d 3 29 help help VERB 1v53jw8579d 3 30 inform inform VERB 1v53jw8579d 3 31 malaria malaria NOUN 1v53jw8579d 3 32 control control NOUN 1v53jw8579d 3 33 policy policy NOUN 1v53jw8579d 3 34 in in ADP 1v53jw8579d 3 35 two two NUM 1v53jw8579d 3 36 pre pre ADJ 1v53jw8579d 3 37 - - ADJ 1v53jw8579d 3 38 elimination elimination ADJ 1v53jw8579d 3 39 settings setting NOUN 1v53jw8579d 3 40 in in ADP 1v53jw8579d 3 41 zanzibar zanzibar NOUN 1v53jw8579d 3 42 and and CCONJ 1v53jw8579d 3 43 ethiopia.first ethiopia.first NUM 1v53jw8579d 3 44 , , PUNCT 1v53jw8579d 3 45 to to PART 1v53jw8579d 3 46 facilitate facilitate VERB 1v53jw8579d 3 47 large large ADJ 1v53jw8579d 3 48 - - PUNCT 1v53jw8579d 3 49 scale scale NOUN 1v53jw8579d 3 50 epidemiologic epidemiologic ADJ 1v53jw8579d 3 51 studies study NOUN 1v53jw8579d 3 52 , , PUNCT 1v53jw8579d 3 53 i i PRON 1v53jw8579d 3 54 developed develop VERB 1v53jw8579d 3 55 a a DET 1v53jw8579d 3 56 novel novel ADJ 1v53jw8579d 3 57 high high ADJ 1v53jw8579d 3 58 - - PUNCT 1v53jw8579d 3 59 throughput throughput NOUN 1v53jw8579d 3 60 digital digital ADJ 1v53jw8579d 3 61 droplet droplet ADJ 1v53jw8579d 3 62 pcr pcr ADV 1v53jw8579d 3 63 - - PUNCT 1v53jw8579d 3 64 based base VERB 1v53jw8579d 3 65 amplicon amplicon NOUN 1v53jw8579d 3 66 sequencing sequence VERB 1v53jw8579d 3 67 ( ( PUNCT 1v53jw8579d 3 68 ampseq ampseq ADV 1v53jw8579d 3 69 ) ) PUNCT 1v53jw8579d 3 70 method method NOUN 1v53jw8579d 3 71 targeting target VERB 1v53jw8579d 3 72 highly highly ADV 1v53jw8579d 3 73 polymorphic polymorphic ADJ 1v53jw8579d 3 74 microhaplotypes microhaplotype NOUN 1v53jw8579d 3 75 and and CCONJ 1v53jw8579d 3 76 drug drug NOUN 1v53jw8579d 3 77 resistance resistance NOUN 1v53jw8579d 3 78 loci locus NOUN 1v53jw8579d 3 79 . . PUNCT 1v53jw8579d 4 1 to to PART 1v53jw8579d 4 2 sequence sequence VERB 1v53jw8579d 4 3 low low ADJ 1v53jw8579d 4 4 - - PUNCT 1v53jw8579d 4 5 density density NOUN 1v53jw8579d 4 6 samples sample NOUN 1v53jw8579d 4 7 , , PUNCT 1v53jw8579d 4 8 i i PRON 1v53jw8579d 4 9 developed develop VERB 1v53jw8579d 4 10 a a DET 1v53jw8579d 4 11 sensitive sensitive ADJ 1v53jw8579d 4 12 method method NOUN 1v53jw8579d 4 13 for for ADP 1v53jw8579d 4 14 dna dna NOUN 1v53jw8579d 4 15 extraction extraction NOUN 1v53jw8579d 4 16 from from ADP 1v53jw8579d 4 17 dried dry VERB 1v53jw8579d 4 18 blood blood NOUN 1v53jw8579d 4 19 spots spot NOUN 1v53jw8579d 4 20 , , PUNCT 1v53jw8579d 4 21 which which PRON 1v53jw8579d 4 22 are be AUX 1v53jw8579d 4 23 routinely routinely ADV 1v53jw8579d 4 24 collected collect VERB 1v53jw8579d 4 25 for for ADP 1v53jw8579d 4 26 molecular molecular ADJ 1v53jw8579d 4 27 malaria malaria NOUN 1v53jw8579d 4 28 surveys survey NOUN 1v53jw8579d 4 29 . . PUNCT 1v53jw8579d 5 1 i i PRON 1v53jw8579d 5 2 then then ADV 1v53jw8579d 5 3 applied apply VERB 1v53jw8579d 5 4 my my PRON 1v53jw8579d 5 5 method method NOUN 1v53jw8579d 5 6 to to ADP 1v53jw8579d 5 7 two two NUM 1v53jw8579d 5 8 pre pre ADJ 1v53jw8579d 5 9 - - ADJ 1v53jw8579d 5 10 elimination elimination ADJ 1v53jw8579d 5 11 settings setting NOUN 1v53jw8579d 5 12 , , PUNCT 1v53jw8579d 5 13 zanzibar zanzibar ADJ 1v53jw8579d 5 14 and and CCONJ 1v53jw8579d 5 15 ethiopia.second ethiopia.second X 1v53jw8579d 5 16 , , PUNCT 1v53jw8579d 5 17 in in ADP 1v53jw8579d 5 18 zanzibar zanzibar NOUN 1v53jw8579d 5 19 , , PUNCT 1v53jw8579d 5 20 i i PRON 1v53jw8579d 5 21 elucidated elucidate VERB 1v53jw8579d 5 22 fine fine ADJ 1v53jw8579d 5 23 - - PUNCT 1v53jw8579d 5 24 scale scale NOUN 1v53jw8579d 5 25 parasite parasite NOUN 1v53jw8579d 5 26 population population NOUN 1v53jw8579d 5 27 structure structure NOUN 1v53jw8579d 5 28 and and CCONJ 1v53jw8579d 5 29 inferred infer VERB 1v53jw8579d 5 30 relatedness relatedness NOUN 1v53jw8579d 5 31 and and CCONJ 1v53jw8579d 5 32 connectivity connectivity NOUN 1v53jw8579d 5 33 of of ADP 1v53jw8579d 5 34 infections infection NOUN 1v53jw8579d 5 35 , , PUNCT 1v53jw8579d 5 36 and and CCONJ 1v53jw8579d 5 37 mapped map VERB 1v53jw8579d 5 38 antimalarial antimalarial ADJ 1v53jw8579d 5 39 resistance resistance NOUN 1v53jw8579d 5 40 profiles profile NOUN 1v53jw8579d 5 41 across across ADP 1v53jw8579d 5 42 five five NUM 1v53jw8579d 5 43 districts district NOUN 1v53jw8579d 5 44 covering cover VERB 1v53jw8579d 5 45 both both DET 1v53jw8579d 5 46 main main ADJ 1v53jw8579d 5 47 islands island NOUN 1v53jw8579d 5 48 of of ADP 1v53jw8579d 5 49 zanzibar zanzibar PROPN 1v53jw8579d 5 50 . . PUNCT 1v53jw8579d 6 1 using use VERB 1v53jw8579d 6 2 ampseq ampseq ADJ 1v53jw8579d 6 3 data datum NOUN 1v53jw8579d 6 4 from from ADP 1v53jw8579d 6 5 290 290 NUM 1v53jw8579d 6 6 p. p. NOUN 1v53jw8579d 6 7 falciparum falciparum NOUN 1v53jw8579d 6 8 infections infection NOUN 1v53jw8579d 6 9 , , PUNCT 1v53jw8579d 6 10 i i PRON 1v53jw8579d 6 11 observed observe VERB 1v53jw8579d 6 12 strong strong ADJ 1v53jw8579d 6 13 fine fine ADJ 1v53jw8579d 6 14 - - PUNCT 1v53jw8579d 6 15 scale scale NOUN 1v53jw8579d 6 16 spatial spatial ADJ 1v53jw8579d 6 17 and and CCONJ 1v53jw8579d 6 18 temporal temporal ADJ 1v53jw8579d 6 19 structure structure NOUN 1v53jw8579d 6 20 of of ADP 1v53jw8579d 6 21 local local ADJ 1v53jw8579d 6 22 parasite parasite NOUN 1v53jw8579d 6 23 populations population NOUN 1v53jw8579d 6 24 , , PUNCT 1v53jw8579d 6 25 despite despite SCONJ 1v53jw8579d 6 26 high high ADJ 1v53jw8579d 6 27 genetic genetic ADJ 1v53jw8579d 6 28 diversity diversity NOUN 1v53jw8579d 6 29 , , PUNCT 1v53jw8579d 6 30 providing provide VERB 1v53jw8579d 6 31 evidence evidence NOUN 1v53jw8579d 6 32 for for ADP 1v53jw8579d 6 33 ongoing ongoing ADJ 1v53jw8579d 6 34 local local ADJ 1v53jw8579d 6 35 transmission transmission NOUN 1v53jw8579d 6 36 . . PUNCT 1v53jw8579d 7 1 i i PRON 1v53jw8579d 7 2 found find VERB 1v53jw8579d 7 3 a a DET 1v53jw8579d 7 4 high high ADJ 1v53jw8579d 7 5 proportion proportion NOUN 1v53jw8579d 7 6 of of ADP 1v53jw8579d 7 7 highly highly ADV 1v53jw8579d 7 8 related relate VERB 1v53jw8579d 7 9 parasites parasite NOUN 1v53jw8579d 7 10 in in ADP 1v53jw8579d 7 11 individuals individual NOUN 1v53jw8579d 7 12 living live VERB 1v53jw8579d 7 13 closer close ADV 1v53jw8579d 7 14 together together ADV 1v53jw8579d 7 15 , , PUNCT 1v53jw8579d 7 16 including include VERB 1v53jw8579d 7 17 between between ADP 1v53jw8579d 7 18 clinical clinical ADJ 1v53jw8579d 7 19 index index NOUN 1v53jw8579d 7 20 cases case NOUN 1v53jw8579d 7 21 and and CCONJ 1v53jw8579d 7 22 the the DET 1v53jw8579d 7 23 mostly mostly ADV 1v53jw8579d 7 24 asymptomatic asymptomatic ADJ 1v53jw8579d 7 25 cases case NOUN 1v53jw8579d 7 26 surrounding surround VERB 1v53jw8579d 7 27 them they PRON 1v53jw8579d 7 28 . . PUNCT 1v53jw8579d 8 1 further far ADV 1v53jw8579d 8 2 , , PUNCT 1v53jw8579d 8 3 i i PRON 1v53jw8579d 8 4 identified identify VERB 1v53jw8579d 8 5 a a DET 1v53jw8579d 8 6 substantial substantial ADJ 1v53jw8579d 8 7 proportion proportion NOUN 1v53jw8579d 8 8 of of ADP 1v53jw8579d 8 9 significantly significantly ADV 1v53jw8579d 8 10 related relate VERB 1v53jw8579d 8 11 infection infection NOUN 1v53jw8579d 8 12 pairs pair NOUN 1v53jw8579d 8 13 between between ADP 1v53jw8579d 8 14 zanzibar zanzibar NOUN 1v53jw8579d 8 15 , , PUNCT 1v53jw8579d 8 16 and and CCONJ 1v53jw8579d 8 17 mainland mainland NOUN 1v53jw8579d 8 18 tanzania tanzania PROPN 1v53jw8579d 8 19 and and CCONJ 1v53jw8579d 8 20 kenya kenya PROPN 1v53jw8579d 8 21 , , PUNCT 1v53jw8579d 8 22 consistent consistent ADJ 1v53jw8579d 8 23 with with ADP 1v53jw8579d 8 24 recent recent ADJ 1v53jw8579d 8 25 importation importation NOUN 1v53jw8579d 8 26 . . PUNCT 1v53jw8579d 9 1 most most ADJ 1v53jw8579d 9 2 parasites parasite NOUN 1v53jw8579d 9 3 on on ADP 1v53jw8579d 9 4 the the DET 1v53jw8579d 9 5 archipelago archipelago NOUN 1v53jw8579d 9 6 remained remain VERB 1v53jw8579d 9 7 sensitive sensitive ADJ 1v53jw8579d 9 8 to to ADP 1v53jw8579d 9 9 the the DET 1v53jw8579d 9 10 current current ADJ 1v53jw8579d 9 11 first first ADJ 1v53jw8579d 9 12 - - PUNCT 1v53jw8579d 9 13 line line NOUN 1v53jw8579d 9 14 antimalarials antimalarial NOUN 1v53jw8579d 9 15 . . PUNCT 1v53jw8579d 10 1 this this DET 1v53jw8579d 10 2 study study NOUN 1v53jw8579d 10 3 provided provide VERB 1v53jw8579d 10 4 a a DET 1v53jw8579d 10 5 high high ADJ 1v53jw8579d 10 6 - - PUNCT 1v53jw8579d 10 7 resolution resolution NOUN 1v53jw8579d 10 8 view view NOUN 1v53jw8579d 10 9 of of ADP 1v53jw8579d 10 10 parasite parasite ADJ 1v53jw8579d 10 11 genetic genetic ADJ 1v53jw8579d 10 12 structure structure NOUN 1v53jw8579d 10 13 across across ADP 1v53jw8579d 10 14 the the DET 1v53jw8579d 10 15 zanzibar zanzibar ADJ 1v53jw8579d 10 16 archipelago archipelago NOUN 1v53jw8579d 10 17 and and CCONJ 1v53jw8579d 10 18 revealed reveal VERB 1v53jw8579d 10 19 actionable actionable ADJ 1v53jw8579d 10 20 patterns pattern NOUN 1v53jw8579d 10 21 , , PUNCT 1v53jw8579d 10 22 including include VERB 1v53jw8579d 10 23 isolated isolated ADJ 1v53jw8579d 10 24 parasite parasite NOUN 1v53jw8579d 10 25 populations population NOUN 1v53jw8579d 10 26 that that PRON 1v53jw8579d 10 27 may may AUX 1v53jw8579d 10 28 be be AUX 1v53jw8579d 10 29 prioritized prioritize VERB 1v53jw8579d 10 30 for for ADP 1v53jw8579d 10 31 malaria malaria NOUN 1v53jw8579d 10 32 elimination.third elimination.third PROPN 1v53jw8579d 10 33 , , PUNCT 1v53jw8579d 10 34 using use VERB 1v53jw8579d 10 35 ampseq ampseq ADJ 1v53jw8579d 10 36 data datum NOUN 1v53jw8579d 10 37 from from ADP 1v53jw8579d 10 38 187 187 NUM 1v53jw8579d 10 39 p. p. NOUN 1v53jw8579d 11 1 falciparum falciparum NOUN 1v53jw8579d 11 2 samples sample NOUN 1v53jw8579d 11 3 from from ADP 1v53jw8579d 11 4 ethiopia ethiopia PROPN 1v53jw8579d 11 5 , , PUNCT 1v53jw8579d 11 6 i i PRON 1v53jw8579d 11 7 characterized characterize VERB 1v53jw8579d 11 8 the the DET 1v53jw8579d 11 9 parasite parasite NOUN 1v53jw8579d 11 10 population population NOUN 1v53jw8579d 11 11 structure structure NOUN 1v53jw8579d 11 12 and and CCONJ 1v53jw8579d 11 13 transmission transmission NOUN 1v53jw8579d 11 14 dynamics dynamic NOUN 1v53jw8579d 11 15 in in ADP 1v53jw8579d 11 16 the the DET 1v53jw8579d 11 17 highlands highland NOUN 1v53jw8579d 11 18 . . PUNCT 1v53jw8579d 12 1 i i PRON 1v53jw8579d 12 2 identified identify VERB 1v53jw8579d 12 3 a a DET 1v53jw8579d 12 4 significant significant ADJ 1v53jw8579d 12 5 proportion proportion NOUN 1v53jw8579d 12 6 of of ADP 1v53jw8579d 12 7 highly highly ADV 1v53jw8579d 12 8 related relate VERB 1v53jw8579d 12 9 infections infection NOUN 1v53jw8579d 12 10 with with ADP 1v53jw8579d 12 11 multiple multiple ADJ 1v53jw8579d 12 12 clusters cluster NOUN 1v53jw8579d 12 13 of of ADP 1v53jw8579d 12 14 clonal clonal ADJ 1v53jw8579d 12 15 or or CCONJ 1v53jw8579d 12 16 near near ADJ 1v53jw8579d 12 17 - - PUNCT 1v53jw8579d 12 18 clonal clonal NOUN 1v53jw8579d 12 19 infections infection NOUN 1v53jw8579d 12 20 , , PUNCT 1v53jw8579d 12 21 even even ADV 1v53jw8579d 12 22 across across ADP 1v53jw8579d 12 23 transmission transmission NOUN 1v53jw8579d 12 24 seasons season NOUN 1v53jw8579d 12 25 , , PUNCT 1v53jw8579d 12 26 suggesting suggest VERB 1v53jw8579d 12 27 persistent persistent ADJ 1v53jw8579d 12 28 local local ADJ 1v53jw8579d 12 29 and and CCONJ 1v53jw8579d 12 30 focal focal ADJ 1v53jw8579d 12 31 transmission transmission NOUN 1v53jw8579d 12 32 . . PUNCT 1v53jw8579d 13 1 i i PRON 1v53jw8579d 13 2 found find VERB 1v53jw8579d 13 3 that that SCONJ 1v53jw8579d 13 4 infections infection NOUN 1v53jw8579d 13 5 from from ADP 1v53jw8579d 13 6 travelers traveler NOUN 1v53jw8579d 13 7 were be AUX 1v53jw8579d 13 8 frequently frequently ADV 1v53jw8579d 13 9 observed observe VERB 1v53jw8579d 13 10 first first ADV 1v53jw8579d 13 11 in in ADP 1v53jw8579d 13 12 time time NOUN 1v53jw8579d 13 13 , , PUNCT 1v53jw8579d 13 14 suggesting suggest VERB 1v53jw8579d 13 15 that that SCONJ 1v53jw8579d 13 16 parasites parasite NOUN 1v53jw8579d 13 17 may may AUX 1v53jw8579d 13 18 have have AUX 1v53jw8579d 13 19 been be AUX 1v53jw8579d 13 20 imported import VERB 1v53jw8579d 13 21 and and CCONJ 1v53jw8579d 13 22 then then ADV 1v53jw8579d 13 23 transmitted transmit VERB 1v53jw8579d 13 24 locally locally ADV 1v53jw8579d 13 25 . . PUNCT 1v53jw8579d 14 1 i i PRON 1v53jw8579d 14 2 identified identify VERB 1v53jw8579d 14 3 high high ADJ 1v53jw8579d 14 4 prevalence prevalence NOUN 1v53jw8579d 14 5 of of ADP 1v53jw8579d 14 6 drug drug NOUN 1v53jw8579d 14 7 - - PUNCT 1v53jw8579d 14 8 resistant resistant ADJ 1v53jw8579d 14 9 parasites parasite NOUN 1v53jw8579d 14 10 and and CCONJ 1v53jw8579d 14 11 ' ' PUNCT 1v53jw8579d 14 12 diagnostic diagnostic ADJ 1v53jw8579d 14 13 - - PUNCT 1v53jw8579d 14 14 resistant resistant ADJ 1v53jw8579d 14 15 ' ' PUNCT 1v53jw8579d 14 16 pfhrp2/3 pfhrp2/3 ADJ 1v53jw8579d 14 17 - - PUNCT 1v53jw8579d 14 18 deleted delete VERB 1v53jw8579d 14 19 parasites parasite NOUN 1v53jw8579d 14 20 . . PUNCT 1v53jw8579d 15 1 overall overall ADV 1v53jw8579d 15 2 , , PUNCT 1v53jw8579d 15 3 these these DET 1v53jw8579d 15 4 results result NOUN 1v53jw8579d 15 5 corroborated corroborate VERB 1v53jw8579d 15 6 local local ADJ 1v53jw8579d 15 7 transmission transmission NOUN 1v53jw8579d 15 8 and and CCONJ 1v53jw8579d 15 9 the the DET 1v53jw8579d 15 10 importance importance NOUN 1v53jw8579d 15 11 of of ADP 1v53jw8579d 15 12 intensified intensify VERB 1v53jw8579d 15 13 control control NOUN 1v53jw8579d 15 14 in in ADP 1v53jw8579d 15 15 the the DET 1v53jw8579d 15 16 ethiopian ethiopian PROPN 1v53jw8579d 15 17 highlands.fourth highlands.fourth PROPN 1v53jw8579d 15 18 , , PUNCT 1v53jw8579d 15 19 the the DET 1v53jw8579d 15 20 need need NOUN 1v53jw8579d 15 21 for for ADP 1v53jw8579d 15 22 advanced advanced ADJ 1v53jw8579d 15 23 laboratory laboratory NOUN 1v53jw8579d 15 24 infrastructure infrastructure NOUN 1v53jw8579d 15 25 , , PUNCT 1v53jw8579d 15 26 often often ADV 1v53jw8579d 15 27 unavailable unavailable ADJ 1v53jw8579d 15 28 in in ADP 1v53jw8579d 15 29 malaria malaria NOUN 1v53jw8579d 15 30 - - PUNCT 1v53jw8579d 15 31 endemic endemic ADJ 1v53jw8579d 15 32 sites site NOUN 1v53jw8579d 15 33 , , PUNCT 1v53jw8579d 15 34 prevents prevent VERB 1v53jw8579d 15 35 the the DET 1v53jw8579d 15 36 rapid rapid ADJ 1v53jw8579d 15 37 generation generation NOUN 1v53jw8579d 15 38 and and CCONJ 1v53jw8579d 15 39 use use NOUN 1v53jw8579d 15 40 of of ADP 1v53jw8579d 15 41 genotyping genotype VERB 1v53jw8579d 15 42 data datum NOUN 1v53jw8579d 15 43 . . PUNCT 1v53jw8579d 16 1 to to PART 1v53jw8579d 16 2 overcome overcome VERB 1v53jw8579d 16 3 these these DET 1v53jw8579d 16 4 limitations limitation NOUN 1v53jw8579d 16 5 , , PUNCT 1v53jw8579d 16 6 i i PRON 1v53jw8579d 16 7 developed develop VERB 1v53jw8579d 16 8 and and CCONJ 1v53jw8579d 16 9 validated validate VERB 1v53jw8579d 16 10 two two NUM 1v53jw8579d 16 11 ampseq ampseq NOUN 1v53jw8579d 16 12 assays assay NOUN 1v53jw8579d 16 13 for for ADP 1v53jw8579d 16 14 p. p. PROPN 1v53jw8579d 16 15 falciparum falciparum PROPN 1v53jw8579d 16 16 nanopore nanopore PROPN 1v53jw8579d 16 17 sequencing sequence VERB 1v53jw8579d 16 18 in in ADP 1v53jw8579d 16 19 endemic endemic ADJ 1v53jw8579d 16 20 sites site NOUN 1v53jw8579d 16 21 using use VERB 1v53jw8579d 16 22 a a DET 1v53jw8579d 16 23 mobile mobile ADJ 1v53jw8579d 16 24 laboratory laboratory NOUN 1v53jw8579d 16 25 , , PUNCT 1v53jw8579d 16 26 targeting target VERB 1v53jw8579d 16 27 key key ADJ 1v53jw8579d 16 28 antimalarial antimalarial ADJ 1v53jw8579d 16 29 drug drug NOUN 1v53jw8579d 16 30 resistance resistance NOUN 1v53jw8579d 16 31 markers marker NOUN 1v53jw8579d 16 32 and and CCONJ 1v53jw8579d 16 33 microhaplotypes microhaplotype NOUN 1v53jw8579d 16 34 . . PUNCT 1v53jw8579d 17 1 i i PRON 1v53jw8579d 17 2 field field NOUN 1v53jw8579d 17 3 - - PUNCT 1v53jw8579d 17 4 tested test VERB 1v53jw8579d 17 5 the the DET 1v53jw8579d 17 6 feasibility feasibility NOUN 1v53jw8579d 17 7 of of ADP 1v53jw8579d 17 8 rapid rapid ADJ 1v53jw8579d 17 9 genotyping genotyping NOUN 1v53jw8579d 17 10 in in ADP 1v53jw8579d 17 11 zanzibar zanzibar NOUN 1v53jw8579d 17 12 in in ADP 1v53jw8579d 17 13 close close ADJ 1v53jw8579d 17 14 collaboration collaboration NOUN 1v53jw8579d 17 15 with with ADP 1v53jw8579d 17 16 the the DET 1v53jw8579d 17 17 local local ADJ 1v53jw8579d 17 18 malaria malaria NOUN 1v53jw8579d 17 19 elimination elimination NOUN 1v53jw8579d 17 20 program program NOUN 1v53jw8579d 17 21 . . PUNCT 1v53jw8579d 18 1 the the DET 1v53jw8579d 18 2 assay assay NOUN 1v53jw8579d 18 3 produced produce VERB 1v53jw8579d 18 4 actionable actionable ADJ 1v53jw8579d 18 5 data datum NOUN 1v53jw8579d 18 6 with with ADP 1v53jw8579d 18 7 a a DET 1v53jw8579d 18 8 turnaround turnaround NOUN 1v53jw8579d 18 9 time time NOUN 1v53jw8579d 18 10 of of ADP 1v53jw8579d 18 11 a a DET 1v53jw8579d 18 12 few few ADJ 1v53jw8579d 18 13 days day NOUN 1v53jw8579d 18 14 , , PUNCT 1v53jw8579d 18 15 and and CCONJ 1v53jw8579d 18 16 i i PRON 1v53jw8579d 18 17 identified identify VERB 1v53jw8579d 18 18 current current ADJ 1v53jw8579d 18 19 key key ADJ 1v53jw8579d 18 20 challenges challenge NOUN 1v53jw8579d 18 21 for for ADP 1v53jw8579d 18 22 implementing implement VERB 1v53jw8579d 18 23 nanopore nanopore NOUN 1v53jw8579d 18 24 sequencing sequence VERB 1v53jw8579d 18 25 in in ADP 1v53jw8579d 18 26 endemic endemic ADJ 1v53jw8579d 18 27 countries country NOUN 1v53jw8579d 18 28 to to PART 1v53jw8579d 18 29 accelerate accelerate VERB 1v53jw8579d 18 30 malaria malaria NOUN 1v53jw8579d 18 31 control control NOUN 1v53jw8579d 18 32 and and CCONJ 1v53jw8579d 18 33 elimination.in elimination.in NUM 1v53jw8579d 18 34 conclusion conclusion NOUN 1v53jw8579d 18 35 , , PUNCT 1v53jw8579d 18 36 my my PRON 1v53jw8579d 18 37 research research NOUN 1v53jw8579d 18 38 contributes contribute VERB 1v53jw8579d 18 39 to to ADP 1v53jw8579d 18 40 our our PRON 1v53jw8579d 18 41 understanding understanding NOUN 1v53jw8579d 18 42 of of ADP 1v53jw8579d 18 43 residual residual ADJ 1v53jw8579d 18 44 p. p. NOUN 1v53jw8579d 18 45 falciparum falciparum NOUN 1v53jw8579d 18 46 transmission transmission NOUN 1v53jw8579d 18 47 in in ADP 1v53jw8579d 18 48 two two NUM 1v53jw8579d 18 49 pre pre ADJ 1v53jw8579d 18 50 - - ADJ 1v53jw8579d 18 51 elimination elimination ADJ 1v53jw8579d 18 52 settings setting NOUN 1v53jw8579d 18 53 in in ADP 1v53jw8579d 18 54 zanzibar zanzibar NOUN 1v53jw8579d 18 55 and and CCONJ 1v53jw8579d 18 56 ethiopia ethiopia PROPN 1v53jw8579d 18 57 using use VERB 1v53jw8579d 18 58 genomic genomic ADJ 1v53jw8579d 18 59 epidemiology epidemiology NOUN 1v53jw8579d 18 60 tools tool NOUN 1v53jw8579d 18 61 . . PUNCT 1v53jw8579d 19 1 my my PRON 1v53jw8579d 19 2 findings finding NOUN 1v53jw8579d 19 3 can can AUX 1v53jw8579d 19 4 support support VERB 1v53jw8579d 19 5 the the DET 1v53jw8579d 19 6 development development NOUN 1v53jw8579d 19 7 of of ADP 1v53jw8579d 19 8 better well ADJ 1v53jw8579d 19 9 malaria malaria NOUN 1v53jw8579d 19 10 control control NOUN 1v53jw8579d 19 11 and and CCONJ 1v53jw8579d 19 12 elimination elimination NOUN 1v53jw8579d 19 13 strategies strategy NOUN 1v53jw8579d 19 14 . . PUNCT