id sid tid token lemma pos cord-349803-tsjgypy5 1 1 key key NN cord-349803-tsjgypy5 1 2 : : : cord-349803-tsjgypy5 1 3 cord-349803-tsjgypy5 cord-349803-tsjgypy5 DT cord-349803-tsjgypy5 1 4 authors author NNS cord-349803-tsjgypy5 1 5 : : : cord-349803-tsjgypy5 1 6 Rouka Rouka NNP cord-349803-tsjgypy5 1 7 , , , cord-349803-tsjgypy5 1 8 Erasmia Erasmia NNP cord-349803-tsjgypy5 1 9 title title NN cord-349803-tsjgypy5 1 10 : : : cord-349803-tsjgypy5 1 11 The the DT cord-349803-tsjgypy5 1 12 effect effect NN cord-349803-tsjgypy5 1 13 of of IN cord-349803-tsjgypy5 1 14 the the DT cord-349803-tsjgypy5 1 15 COVID-19 covid-19 JJ cord-349803-tsjgypy5 1 16 pandemic pandemic NN cord-349803-tsjgypy5 1 17 on on IN cord-349803-tsjgypy5 1 18 the the DT cord-349803-tsjgypy5 1 19 adequacy adequacy NN cord-349803-tsjgypy5 1 20 of of IN cord-349803-tsjgypy5 1 21 blood blood NN cord-349803-tsjgypy5 1 22 supply supply NN cord-349803-tsjgypy5 1 23 : : : cord-349803-tsjgypy5 1 24 Specialists specialist NNS cord-349803-tsjgypy5 1 25 in in IN cord-349803-tsjgypy5 1 26 Transfusion Transfusion NNP cord-349803-tsjgypy5 1 27 Medicine Medicine NNP cord-349803-tsjgypy5 1 28 need need VBP cord-349803-tsjgypy5 1 29 to to TO cord-349803-tsjgypy5 1 30 establish establish VB cord-349803-tsjgypy5 1 31 models model NNS cord-349803-tsjgypy5 1 32 of of IN cord-349803-tsjgypy5 1 33 preparedness preparedness NN cord-349803-tsjgypy5 1 34 date date NN cord-349803-tsjgypy5 2 1 : : : cord-349803-tsjgypy5 2 2 2020 2020 CD cord-349803-tsjgypy5 2 3 - - HYPH cord-349803-tsjgypy5 2 4 09 09 CD cord-349803-tsjgypy5 2 5 - - HYPH cord-349803-tsjgypy5 2 6 28 28 CD cord-349803-tsjgypy5 2 7 journal journal NN cord-349803-tsjgypy5 2 8 : : : cord-349803-tsjgypy5 3 1 Transfus Transfus NNP cord-349803-tsjgypy5 3 2 Apher Apher NNP cord-349803-tsjgypy5 3 3 Sci Sci NNP cord-349803-tsjgypy5 3 4 DOI DOI NNP cord-349803-tsjgypy5 3 5 : : : cord-349803-tsjgypy5 3 6 10.1016 10.1016 CD cord-349803-tsjgypy5 3 7 / / SYM cord-349803-tsjgypy5 3 8 j.transci.2020.102960 j.transci.2020.102960 NNP cord-349803-tsjgypy5 3 9 sha sha NNP cord-349803-tsjgypy5 3 10 : : : cord-349803-tsjgypy5 3 11 e322f1009e1a833deaea30b2d2c8cc59b86f0cfe e322f1009e1a833deaea30b2d2c8cc59b86f0cfe NFP cord-349803-tsjgypy5 3 12 doc_id doc_id CD cord-349803-tsjgypy5 3 13 : : : cord-349803-tsjgypy5 3 14 349803 349803 CD cord-349803-tsjgypy5 3 15 cord_uid cord_uid NNS cord-349803-tsjgypy5 3 16 : : : cord-349803-tsjgypy5 4 1 tsjgypy5 tsjgypy5 NNP cord-349803-tsjgypy5 4 2 nan nan NNP cord-349803-tsjgypy5 5 1 On on IN cord-349803-tsjgypy5 5 2 11 11 CD cord-349803-tsjgypy5 5 3 March March NNP cord-349803-tsjgypy5 5 4 2020 2020 CD cord-349803-tsjgypy5 5 5 , , , cord-349803-tsjgypy5 5 6 coronavirus coronavirus NN cord-349803-tsjgypy5 5 7 disease disease NN cord-349803-tsjgypy5 5 8 2019 2019 CD cord-349803-tsjgypy5 5 9 ( ( -LRB- cord-349803-tsjgypy5 5 10 COVID-19 COVID-19 NNP cord-349803-tsjgypy5 5 11 ) ) -RRB- cord-349803-tsjgypy5 5 12 was be VBD cord-349803-tsjgypy5 5 13 declared declare VBN cord-349803-tsjgypy5 5 14 a a DT cord-349803-tsjgypy5 5 15 pandemic pandemic NN cord-349803-tsjgypy5 5 16 by by IN cord-349803-tsjgypy5 5 17 the the DT cord-349803-tsjgypy5 5 18 World World NNP cord-349803-tsjgypy5 5 19 Health Health NNP cord-349803-tsjgypy5 5 20 Organization Organization NNP cord-349803-tsjgypy5 5 21 . . . cord-349803-tsjgypy5 6 1 The the DT cord-349803-tsjgypy5 6 2 disease disease NN cord-349803-tsjgypy5 6 3 , , , cord-349803-tsjgypy5 6 4 caused cause VBN cord-349803-tsjgypy5 6 5 by by IN cord-349803-tsjgypy5 6 6 an an DT cord-349803-tsjgypy5 6 7 emerging emerge VBG cord-349803-tsjgypy5 6 8 pathogen pathogen NN cord-349803-tsjgypy5 6 9 , , , cord-349803-tsjgypy5 6 10 the the DT cord-349803-tsjgypy5 6 11 severe severe JJ cord-349803-tsjgypy5 6 12 acute acute JJ cord-349803-tsjgypy5 6 13 respiratory respiratory JJ cord-349803-tsjgypy5 6 14 syndrome syndrome NN cord-349803-tsjgypy5 6 15 coronavirus coronavirus NN cord-349803-tsjgypy5 6 16 2 2 CD cord-349803-tsjgypy5 7 1 ( ( -LRB- cord-349803-tsjgypy5 7 2 SARS SARS NNP cord-349803-tsjgypy5 7 3 - - HYPH cord-349803-tsjgypy5 7 4 CoV-2 CoV-2 NNP cord-349803-tsjgypy5 7 5 ) ) -RRB- cord-349803-tsjgypy5 7 6 continues continue VBZ cord-349803-tsjgypy5 7 7 to to TO cord-349803-tsjgypy5 7 8 spread spread VB cord-349803-tsjgypy5 7 9 rapidly rapidly RB cord-349803-tsjgypy5 7 10 at at IN cord-349803-tsjgypy5 7 11 a a DT cord-349803-tsjgypy5 7 12 global global JJ cord-349803-tsjgypy5 7 13 scale scale NN cord-349803-tsjgypy5 7 14 with with IN cord-349803-tsjgypy5 7 15 severe severe JJ cord-349803-tsjgypy5 7 16 impacts impact NNS cord-349803-tsjgypy5 7 17 on on IN cord-349803-tsjgypy5 7 18 public public JJ cord-349803-tsjgypy5 7 19 health health NN cord-349803-tsjgypy5 7 20 and and CC cord-349803-tsjgypy5 7 21 economy economy NN cord-349803-tsjgypy5 7 22 . . . cord-349803-tsjgypy5 8 1 Among among IN cord-349803-tsjgypy5 8 2 the the DT cord-349803-tsjgypy5 8 3 major major JJ cord-349803-tsjgypy5 8 4 challenges challenge NNS cord-349803-tsjgypy5 8 5 faced face VBN cord-349803-tsjgypy5 8 6 by by IN cord-349803-tsjgypy5 8 7 the the DT cord-349803-tsjgypy5 8 8 National National NNP cord-349803-tsjgypy5 8 9 Health Health NNP cord-349803-tsjgypy5 8 10 Systems Systems NNPS cord-349803-tsjgypy5 8 11 is be VBZ cord-349803-tsjgypy5 8 12 the the DT cord-349803-tsjgypy5 8 13 maintenance maintenance NN cord-349803-tsjgypy5 8 14 of of IN cord-349803-tsjgypy5 8 15 blood blood NN cord-349803-tsjgypy5 8 16 availability availability NN cord-349803-tsjgypy5 8 17 . . . cord-349803-tsjgypy5 9 1 At at IN cord-349803-tsjgypy5 9 2 this this DT cord-349803-tsjgypy5 9 3 time time NN cord-349803-tsjgypy5 9 4 point point NN cord-349803-tsjgypy5 9 5 , , , cord-349803-tsjgypy5 9 6 national national JJ cord-349803-tsjgypy5 9 7 blood blood NN cord-349803-tsjgypy5 9 8 centers center NNS cord-349803-tsjgypy5 9 9 are be VBP cord-349803-tsjgypy5 9 10 fighting fight VBG cord-349803-tsjgypy5 9 11 to to TO cord-349803-tsjgypy5 9 12 maintain maintain VB cord-349803-tsjgypy5 9 13 blood blood NN cord-349803-tsjgypy5 9 14 adequacy adequacy NN cord-349803-tsjgypy5 9 15 through through IN cord-349803-tsjgypy5 9 16 concerted concerted JJ cord-349803-tsjgypy5 9 17 actions action NNS cord-349803-tsjgypy5 9 18 which which WDT cord-349803-tsjgypy5 9 19 include include VBP cord-349803-tsjgypy5 9 20 the the DT cord-349803-tsjgypy5 9 21 public public NN cord-349803-tsjgypy5 9 22 's 's POS cord-349803-tsjgypy5 9 23 awareness awareness NN cord-349803-tsjgypy5 9 24 of of IN cord-349803-tsjgypy5 9 25 the the DT cord-349803-tsjgypy5 9 26 situation situation NN cord-349803-tsjgypy5 9 27 , , , cord-349803-tsjgypy5 9 28 the the DT cord-349803-tsjgypy5 9 29 encouragement encouragement NN cord-349803-tsjgypy5 9 30 of of IN cord-349803-tsjgypy5 9 31 healthy healthy JJ cord-349803-tsjgypy5 9 32 individuals individual NNS cord-349803-tsjgypy5 9 33 to to TO cord-349803-tsjgypy5 9 34 donate donate VB cord-349803-tsjgypy5 9 35 blood blood NN cord-349803-tsjgypy5 9 36 and and CC cord-349803-tsjgypy5 9 37 the the DT cord-349803-tsjgypy5 9 38 planning planning NN cord-349803-tsjgypy5 9 39 of of IN cord-349803-tsjgypy5 9 40 outdoors outdoors JJ cord-349803-tsjgypy5 9 41 blood blood NN cord-349803-tsjgypy5 9 42 donations donation NNS cord-349803-tsjgypy5 9 43 . . . cord-349803-tsjgypy5 10 1 However however RB cord-349803-tsjgypy5 10 2 , , , cord-349803-tsjgypy5 10 3 as as IN cord-349803-tsjgypy5 10 4 the the DT cord-349803-tsjgypy5 10 5 pandemic pandemic NN cord-349803-tsjgypy5 10 6 continues continue VBZ cord-349803-tsjgypy5 10 7 to to TO cord-349803-tsjgypy5 10 8 evolve evolve VB cord-349803-tsjgypy5 10 9 the the DT cord-349803-tsjgypy5 10 10 question question NN cord-349803-tsjgypy5 10 11 that that WDT cord-349803-tsjgypy5 10 12 logically logically RB cord-349803-tsjgypy5 10 13 arises arise VBZ cord-349803-tsjgypy5 10 14 is be VBZ cord-349803-tsjgypy5 10 15 whether whether IN cord-349803-tsjgypy5 10 16 current current JJ cord-349803-tsjgypy5 10 17 efforts effort NNS cord-349803-tsjgypy5 10 18 are be VBP cord-349803-tsjgypy5 10 19 enough enough JJ cord-349803-tsjgypy5 10 20 to to TO cord-349803-tsjgypy5 10 21 address address VB cord-349803-tsjgypy5 10 22 the the DT cord-349803-tsjgypy5 10 23 crisis crisis NN cord-349803-tsjgypy5 10 24 in in IN cord-349803-tsjgypy5 10 25 the the DT cord-349803-tsjgypy5 10 26 field field NN cord-349803-tsjgypy5 10 27 of of IN cord-349803-tsjgypy5 10 28 transfusion transfusion NN cord-349803-tsjgypy5 10 29 . . . cord-349803-tsjgypy5 11 1 The the DT cord-349803-tsjgypy5 11 2 management management NN cord-349803-tsjgypy5 11 3 of of IN cord-349803-tsjgypy5 11 4 transfusion transfusion NN cord-349803-tsjgypy5 11 5 services service NNS cord-349803-tsjgypy5 11 6 in in IN cord-349803-tsjgypy5 11 7 disasters disaster NNS cord-349803-tsjgypy5 11 8 like like IN cord-349803-tsjgypy5 11 9 the the DT cord-349803-tsjgypy5 11 10 pandemic pandemic NN cord-349803-tsjgypy5 11 11 is be VBZ cord-349803-tsjgypy5 11 12 of of IN cord-349803-tsjgypy5 11 13 critical critical JJ cord-349803-tsjgypy5 11 14 importance importance NN cord-349803-tsjgypy5 11 15 for for IN cord-349803-tsjgypy5 11 16 any any DT cord-349803-tsjgypy5 11 17 blood blood NN cord-349803-tsjgypy5 11 18 bank bank NN cord-349803-tsjgypy5 11 19 [ [ -LRB- cord-349803-tsjgypy5 11 20 1 1 CD cord-349803-tsjgypy5 11 21 ] ] -RRB- cord-349803-tsjgypy5 11 22 . . . cord-349803-tsjgypy5 12 1 A a DT cord-349803-tsjgypy5 12 2 study study NN cord-349803-tsjgypy5 12 3 by by IN cord-349803-tsjgypy5 12 4 Zimrin Zimrin NNP cord-349803-tsjgypy5 12 5 and and CC cord-349803-tsjgypy5 12 6 Hess Hess NNP cord-349803-tsjgypy5 12 7 ( ( -LRB- cord-349803-tsjgypy5 12 8 2007 2007 CD cord-349803-tsjgypy5 12 9 ) ) -RRB- cord-349803-tsjgypy5 12 10 on on IN cord-349803-tsjgypy5 12 11 the the DT cord-349803-tsjgypy5 12 12 effect effect NN cord-349803-tsjgypy5 12 13 of of IN cord-349803-tsjgypy5 12 14 a a DT cord-349803-tsjgypy5 12 15 modern modern JJ cord-349803-tsjgypy5 12 16 pandemic pandemic NN cord-349803-tsjgypy5 12 17 influenza influenza NN cord-349803-tsjgypy5 12 18 on on IN cord-349803-tsjgypy5 12 19 blood blood NN cord-349803-tsjgypy5 12 20 supply supply NN cord-349803-tsjgypy5 12 21 in in IN cord-349803-tsjgypy5 12 22 the the DT cord-349803-tsjgypy5 12 23 United United NNP cord-349803-tsjgypy5 12 24 States States NNP cord-349803-tsjgypy5 12 25 ( ( -LRB- cord-349803-tsjgypy5 12 26 US US NNP cord-349803-tsjgypy5 12 27 ) ) -RRB- cord-349803-tsjgypy5 12 28 predicted predict VBD cord-349803-tsjgypy5 12 29 that that IN cord-349803-tsjgypy5 12 30 transfusion transfusion NN cord-349803-tsjgypy5 12 31 services service NNS cord-349803-tsjgypy5 12 32 are be VBP cord-349803-tsjgypy5 12 33 likely likely JJ cord-349803-tsjgypy5 12 34 to to TO cord-349803-tsjgypy5 12 35 face face VB cord-349803-tsjgypy5 12 36 significant significant JJ cord-349803-tsjgypy5 12 37 losses loss NNS cord-349803-tsjgypy5 12 38 of of IN cord-349803-tsjgypy5 12 39 blood blood NN cord-349803-tsjgypy5 12 40 donors donor NNS cord-349803-tsjgypy5 12 41 , , , cord-349803-tsjgypy5 12 42 personnel personnel NNS cord-349803-tsjgypy5 12 43 , , , cord-349803-tsjgypy5 12 44 supplies supply NNS cord-349803-tsjgypy5 12 45 and and CC cord-349803-tsjgypy5 12 46 reagents reagent NNS cord-349803-tsjgypy5 12 47 [ [ -LRB- cord-349803-tsjgypy5 12 48 2 2 CD cord-349803-tsjgypy5 12 49 ] ] -RRB- cord-349803-tsjgypy5 12 50 . . . cord-349803-tsjgypy5 13 1 On on IN cord-349803-tsjgypy5 13 2 the the DT cord-349803-tsjgypy5 13 3 other other JJ cord-349803-tsjgypy5 13 4 hand hand NN cord-349803-tsjgypy5 13 5 , , , cord-349803-tsjgypy5 13 6 there there EX cord-349803-tsjgypy5 13 7 may may MD cord-349803-tsjgypy5 13 8 be be VB cord-349803-tsjgypy5 13 9 some some DT cord-349803-tsjgypy5 13 10 mitigation mitigation NN cord-349803-tsjgypy5 13 11 owing owe VBG cord-349803-tsjgypy5 13 12 to to IN cord-349803-tsjgypy5 13 13 the the DT cord-349803-tsjgypy5 13 14 reduced reduce VBN cord-349803-tsjgypy5 13 15 demand demand NN cord-349803-tsjgypy5 13 16 for for IN cord-349803-tsjgypy5 13 17 blood blood NN cord-349803-tsjgypy5 13 18 products product NNS cord-349803-tsjgypy5 13 19 which which WDT cord-349803-tsjgypy5 13 20 results result VBZ cord-349803-tsjgypy5 13 21 from from IN cord-349803-tsjgypy5 13 22 the the DT cord-349803-tsjgypy5 13 23 restriction restriction NN cord-349803-tsjgypy5 13 24 in in IN cord-349803-tsjgypy5 13 25 hospital hospital NN cord-349803-tsjgypy5 13 26 admissions admission NNS cord-349803-tsjgypy5 13 27 [ [ -LRB- cord-349803-tsjgypy5 13 28 3 3 CD cord-349803-tsjgypy5 13 29 ] ] -RRB- cord-349803-tsjgypy5 13 30 and and CC cord-349803-tsjgypy5 13 31 the the DT cord-349803-tsjgypy5 13 32 postponing postponing NN cord-349803-tsjgypy5 13 33 of of IN cord-349803-tsjgypy5 13 34 scheduled schedule VBN cord-349803-tsjgypy5 13 35 , , , cord-349803-tsjgypy5 13 36 non non JJ cord-349803-tsjgypy5 13 37 - - JJ cord-349803-tsjgypy5 13 38 urgent urgent JJ cord-349803-tsjgypy5 13 39 surgeries surgery NNS cord-349803-tsjgypy5 13 40 . . . cord-349803-tsjgypy5 14 1 Simulation simulation NN cord-349803-tsjgypy5 14 2 models model NNS cord-349803-tsjgypy5 14 3 for for IN cord-349803-tsjgypy5 14 4 the the DT cord-349803-tsjgypy5 14 5 blood blood NN cord-349803-tsjgypy5 14 6 supply supply NN cord-349803-tsjgypy5 14 7 system system NN cord-349803-tsjgypy5 14 8 in in IN cord-349803-tsjgypy5 14 9 threats threat NNS cord-349803-tsjgypy5 14 10 like like IN cord-349803-tsjgypy5 14 11 the the DT cord-349803-tsjgypy5 14 12 pandemics pandemic NNS cord-349803-tsjgypy5 14 13 have have VBP cord-349803-tsjgypy5 14 14 been be VBN cord-349803-tsjgypy5 14 15 developed develop VBN cord-349803-tsjgypy5 14 16 in in IN cord-349803-tsjgypy5 14 17 the the DT cord-349803-tsjgypy5 14 18 US US NNP cord-349803-tsjgypy5 14 19 as as IN cord-349803-tsjgypy5 14 20 reported report VBN cord-349803-tsjgypy5 14 21 by by IN cord-349803-tsjgypy5 14 22 two two CD cord-349803-tsjgypy5 14 23 independent independent JJ cord-349803-tsjgypy5 14 24 studies study NNS cord-349803-tsjgypy5 14 25 [ [ -LRB- cord-349803-tsjgypy5 14 26 4 4 CD cord-349803-tsjgypy5 14 27 ] ] -RRB- cord-349803-tsjgypy5 14 28 [ [ -LRB- cord-349803-tsjgypy5 14 29 5 5 CD cord-349803-tsjgypy5 14 30 ] ] -RRB- cord-349803-tsjgypy5 14 31 . . . cord-349803-tsjgypy5 15 1 Both both DT cord-349803-tsjgypy5 15 2 reports report NNS cord-349803-tsjgypy5 15 3 highlighted highlight VBD cord-349803-tsjgypy5 15 4 the the DT cord-349803-tsjgypy5 15 5 importance importance NN cord-349803-tsjgypy5 15 6 of of IN cord-349803-tsjgypy5 15 7 strategic strategic JJ cord-349803-tsjgypy5 15 8 planning planning NN cord-349803-tsjgypy5 15 9 towards towards IN cord-349803-tsjgypy5 15 10 the the DT cord-349803-tsjgypy5 15 11 apt apt JJ cord-349803-tsjgypy5 15 12 timing timing NN cord-349803-tsjgypy5 15 13 and and CC cord-349803-tsjgypy5 15 14 duration duration NN cord-349803-tsjgypy5 15 15 of of IN cord-349803-tsjgypy5 15 16 recruitment recruitment NN cord-349803-tsjgypy5 15 17 efforts effort NNS cord-349803-tsjgypy5 15 18 [ [ -LRB- cord-349803-tsjgypy5 15 19 4 4 CD cord-349803-tsjgypy5 15 20 ] ] -RRB- cord-349803-tsjgypy5 15 21 and and CC cord-349803-tsjgypy5 15 22 the the DT cord-349803-tsjgypy5 15 23 minimization minimization NN cord-349803-tsjgypy5 15 24 of of IN cord-349803-tsjgypy5 15 25 blood blood NN cord-349803-tsjgypy5 15 26 donation donation NN cord-349803-tsjgypy5 15 27 J J NNP cord-349803-tsjgypy5 15 28 o o NN cord-349803-tsjgypy5 15 29 u u NN cord-349803-tsjgypy5 15 30 r r NN cord-349803-tsjgypy5 15 31 n n NN cord-349803-tsjgypy5 15 32 a a DT cord-349803-tsjgypy5 15 33 l l NN cord-349803-tsjgypy5 15 34 P p NN cord-349803-tsjgypy5 15 35 r r NN cord-349803-tsjgypy5 15 36 e e NN cord-349803-tsjgypy5 15 37 -p -p NN cord-349803-tsjgypy5 16 1 r r LS cord-349803-tsjgypy5 17 1 o o UH cord-349803-tsjgypy5 18 1 o o UH cord-349803-tsjgypy5 18 2 f f NN cord-349803-tsjgypy5 18 3 disruptions disruption NNS cord-349803-tsjgypy5 18 4 [ [ -LRB- cord-349803-tsjgypy5 18 5 5 5 CD cord-349803-tsjgypy5 18 6 ] ] -RRB- cord-349803-tsjgypy5 18 7 . . . cord-349803-tsjgypy5 19 1 A a DT cord-349803-tsjgypy5 19 2 European european JJ cord-349803-tsjgypy5 19 3 simulation simulation NN cord-349803-tsjgypy5 19 4 study study NN cord-349803-tsjgypy5 19 5 conducted conduct VBN cord-349803-tsjgypy5 19 6 in in IN cord-349803-tsjgypy5 19 7 Germany Germany NNP cord-349803-tsjgypy5 19 8 , , , cord-349803-tsjgypy5 19 9 has have VBZ cord-349803-tsjgypy5 19 10 reported report VBN cord-349803-tsjgypy5 19 11 that that IN cord-349803-tsjgypy5 19 12 the the DT cord-349803-tsjgypy5 19 13 estimation estimation NN cord-349803-tsjgypy5 19 14 of of IN cord-349803-tsjgypy5 19 15 the the DT cord-349803-tsjgypy5 19 16 expected expect VBN cord-349803-tsjgypy5 19 17 blood blood NN cord-349803-tsjgypy5 19 18 deficit deficit NN cord-349803-tsjgypy5 19 19 during during IN cord-349803-tsjgypy5 19 20 a a DT cord-349803-tsjgypy5 19 21 severe severe JJ cord-349803-tsjgypy5 19 22 pandemic pandemic NN cord-349803-tsjgypy5 19 23 largely largely RB cord-349803-tsjgypy5 19 24 depends depend VBZ cord-349803-tsjgypy5 19 25 on on IN cord-349803-tsjgypy5 19 26 the the DT cord-349803-tsjgypy5 19 27 detailed detailed JJ cord-349803-tsjgypy5 19 28 information information NN cord-349803-tsjgypy5 19 29 regarding regard VBG cord-349803-tsjgypy5 19 30 the the DT cord-349803-tsjgypy5 19 31 fraction fraction NN cord-349803-tsjgypy5 19 32 of of IN cord-349803-tsjgypy5 19 33 transfusions transfusion NNS cord-349803-tsjgypy5 19 34 that that WDT cord-349803-tsjgypy5 19 35 ca can MD cord-349803-tsjgypy5 19 36 n't not RB cord-349803-tsjgypy5 19 37 be be VB cord-349803-tsjgypy5 19 38 postponed postpone VBN cord-349803-tsjgypy5 19 39 [ [ -LRB- cord-349803-tsjgypy5 19 40 6 6 CD cord-349803-tsjgypy5 19 41 ] ] -RRB- cord-349803-tsjgypy5 19 42 . . . cord-349803-tsjgypy5 20 1 The the DT cord-349803-tsjgypy5 20 2 use use NN cord-349803-tsjgypy5 20 3 of of IN cord-349803-tsjgypy5 20 4 computer computer NN cord-349803-tsjgypy5 20 5 simulation simulation NN cord-349803-tsjgypy5 20 6 tools tool NNS cord-349803-tsjgypy5 20 7 for for IN cord-349803-tsjgypy5 20 8 increasing increase VBG cord-349803-tsjgypy5 20 9 the the DT cord-349803-tsjgypy5 20 10 efficiency efficiency NN cord-349803-tsjgypy5 20 11 in in IN cord-349803-tsjgypy5 20 12 the the DT cord-349803-tsjgypy5 20 13 blood blood NN cord-349803-tsjgypy5 20 14 supply supply NN cord-349803-tsjgypy5 20 15 chain chain NN cord-349803-tsjgypy5 20 16 was be VBD cord-349803-tsjgypy5 20 17 previously previously RB cord-349803-tsjgypy5 20 18 reported report VBN cord-349803-tsjgypy5 20 19 by by IN cord-349803-tsjgypy5 20 20 a a DT cord-349803-tsjgypy5 20 21 Finnish finnish JJ cord-349803-tsjgypy5 20 22 group group NN cord-349803-tsjgypy5 20 23 [ [ -LRB- cord-349803-tsjgypy5 20 24 7 7 CD cord-349803-tsjgypy5 20 25 ] ] -RRB- cord-349803-tsjgypy5 20 26 . . . cord-349803-tsjgypy5 21 1 The the DT cord-349803-tsjgypy5 21 2 authors author NNS cord-349803-tsjgypy5 21 3 concluded conclude VBD cord-349803-tsjgypy5 21 4 that that IN cord-349803-tsjgypy5 21 5 different different JJ cord-349803-tsjgypy5 21 6 scenarios scenario NNS cord-349803-tsjgypy5 21 7 should should MD cord-349803-tsjgypy5 21 8 be be VB cord-349803-tsjgypy5 21 9 adapted adapt VBN cord-349803-tsjgypy5 21 10 in in IN cord-349803-tsjgypy5 21 11 particular particular JJ cord-349803-tsjgypy5 21 12 settings setting NNS cord-349803-tsjgypy5 21 13 considering consider VBG cord-349803-tsjgypy5 21 14 the the DT cord-349803-tsjgypy5 21 15 variability variability NN cord-349803-tsjgypy5 21 16 of of IN cord-349803-tsjgypy5 21 17 transfusion transfusion NN cord-349803-tsjgypy5 21 18 services service NNS cord-349803-tsjgypy5 21 19 policies policy NNS cord-349803-tsjgypy5 21 20 both both CC cord-349803-tsjgypy5 21 21 at at IN cord-349803-tsjgypy5 21 22 the the DT cord-349803-tsjgypy5 21 23 transnational transnational JJ cord-349803-tsjgypy5 21 24 and and CC cord-349803-tsjgypy5 21 25 national national JJ cord-349803-tsjgypy5 21 26 level level NN cord-349803-tsjgypy5 21 27 . . . cord-349803-tsjgypy5 22 1 Today today NN cord-349803-tsjgypy5 22 2 's 's POS cord-349803-tsjgypy5 22 3 progress progress NN cord-349803-tsjgypy5 22 4 in in IN cord-349803-tsjgypy5 22 5 the the DT cord-349803-tsjgypy5 22 6 field field NN cord-349803-tsjgypy5 22 7 of of IN cord-349803-tsjgypy5 22 8 bioinformatics bioinformatic NNS cord-349803-tsjgypy5 22 9 and and CC cord-349803-tsjgypy5 22 10 computer computer NN cord-349803-tsjgypy5 22 11 science science NN cord-349803-tsjgypy5 22 12 enables enable VBZ cord-349803-tsjgypy5 22 13 us -PRON- PRP cord-349803-tsjgypy5 22 14 to to TO cord-349803-tsjgypy5 22 15 develop develop VB cord-349803-tsjgypy5 22 16 complex complex JJ cord-349803-tsjgypy5 22 17 models model NNS cord-349803-tsjgypy5 22 18 that that WDT cord-349803-tsjgypy5 22 19 are be VBP cord-349803-tsjgypy5 22 20 capable capable JJ cord-349803-tsjgypy5 22 21 of of IN cord-349803-tsjgypy5 22 22 integrating integrate VBG cord-349803-tsjgypy5 22 23 numerous numerous JJ cord-349803-tsjgypy5 22 24 variables variable NNS cord-349803-tsjgypy5 22 25 . . . cord-349803-tsjgypy5 23 1 The the DT cord-349803-tsjgypy5 23 2 COVID-19 COVID-19 NNP cord-349803-tsjgypy5 23 3 pandemic pandemic NN cord-349803-tsjgypy5 23 4 will will MD cord-349803-tsjgypy5 23 5 eventually eventually RB cord-349803-tsjgypy5 23 6 resolve resolve VB cord-349803-tsjgypy5 23 7 but but CC cord-349803-tsjgypy5 23 8 contagious contagious JJ cord-349803-tsjgypy5 23 9 diseases disease NNS cord-349803-tsjgypy5 23 10 will will MD cord-349803-tsjgypy5 23 11 continue continue VB cord-349803-tsjgypy5 23 12 to to TO cord-349803-tsjgypy5 23 13 perturb perturb VB cord-349803-tsjgypy5 23 14 human human JJ cord-349803-tsjgypy5 23 15 populations population NNS cord-349803-tsjgypy5 23 16 [ [ -LRB- cord-349803-tsjgypy5 23 17 8 8 CD cord-349803-tsjgypy5 23 18 ] ] -RRB- cord-349803-tsjgypy5 23 19 . . . cord-349803-tsjgypy5 24 1 Thus thus RB cord-349803-tsjgypy5 24 2 , , , cord-349803-tsjgypy5 24 3 future future JJ cord-349803-tsjgypy5 24 4 modelling modelling NN cord-349803-tsjgypy5 24 5 should should MD cord-349803-tsjgypy5 24 6 incorporate incorporate VB cord-349803-tsjgypy5 24 7 past past JJ cord-349803-tsjgypy5 24 8 and and CC cord-349803-tsjgypy5 24 9 existing exist VBG cord-349803-tsjgypy5 24 10 knowledge knowledge NN cord-349803-tsjgypy5 24 11 on on IN cord-349803-tsjgypy5 24 12 human human JJ cord-349803-tsjgypy5 24 13 epidemics epidemic NNS cord-349803-tsjgypy5 24 14 along along IN cord-349803-tsjgypy5 24 15 with with IN cord-349803-tsjgypy5 24 16 patterns pattern NNS cord-349803-tsjgypy5 24 17 of of IN cord-349803-tsjgypy5 24 18 blood blood NN cord-349803-tsjgypy5 24 19 donation donation NN cord-349803-tsjgypy5 24 20 and and CC cord-349803-tsjgypy5 24 21 transfusion transfusion NN cord-349803-tsjgypy5 24 22 in in IN cord-349803-tsjgypy5 24 23 different different JJ cord-349803-tsjgypy5 24 24 countries country NNS cord-349803-tsjgypy5 24 25 and and CC cord-349803-tsjgypy5 24 26 regions region NNS cord-349803-tsjgypy5 24 27 . . . cord-349803-tsjgypy5 25 1 In in IN cord-349803-tsjgypy5 25 2 addition addition NN cord-349803-tsjgypy5 25 3 , , , cord-349803-tsjgypy5 25 4 new new JJ cord-349803-tsjgypy5 25 5 models model NNS cord-349803-tsjgypy5 25 6 should should MD cord-349803-tsjgypy5 25 7 include include VB cord-349803-tsjgypy5 25 8 variables variable NNS cord-349803-tsjgypy5 25 9 related relate VBN cord-349803-tsjgypy5 25 10 to to IN cord-349803-tsjgypy5 25 11 the the DT cord-349803-tsjgypy5 25 12 consumables consumable NNS cord-349803-tsjgypy5 25 13 and and CC cord-349803-tsjgypy5 25 14 reagents reagent NNS cord-349803-tsjgypy5 25 15 management management NN cord-349803-tsjgypy5 25 16 policy policy NN cord-349803-tsjgypy5 25 17 as as RB cord-349803-tsjgypy5 25 18 well well RB cord-349803-tsjgypy5 25 19 as as IN cord-349803-tsjgypy5 25 20 social social JJ cord-349803-tsjgypy5 25 21 distancing distancing NN cord-349803-tsjgypy5 25 22 rules rule NNS cord-349803-tsjgypy5 25 23 . . . cord-349803-tsjgypy5 26 1 Last last JJ cord-349803-tsjgypy5 26 2 but but CC cord-349803-tsjgypy5 26 3 not not RB cord-349803-tsjgypy5 26 4 least least JJS cord-349803-tsjgypy5 26 5 , , , cord-349803-tsjgypy5 26 6 blood blood NN cord-349803-tsjgypy5 26 7 transfusion transfusion NN cord-349803-tsjgypy5 26 8 organizations organization NNS cord-349803-tsjgypy5 26 9 should should MD cord-349803-tsjgypy5 26 10 focus focus VB cord-349803-tsjgypy5 26 11 on on IN cord-349803-tsjgypy5 26 12 designing design VBG cord-349803-tsjgypy5 26 13 crisis crisis NN cord-349803-tsjgypy5 26 14 management management NN cord-349803-tsjgypy5 26 15 training training NN cord-349803-tsjgypy5 26 16 programs program NNS cord-349803-tsjgypy5 26 17 for for IN cord-349803-tsjgypy5 26 18 scientists scientist NNS cord-349803-tsjgypy5 26 19 working work VBG cord-349803-tsjgypy5 26 20 on on IN cord-349803-tsjgypy5 26 21 the the DT cord-349803-tsjgypy5 26 22 field field NN cord-349803-tsjgypy5 26 23 . . . cord-349803-tsjgypy5 27 1 The the DT cord-349803-tsjgypy5 27 2 author author NN cord-349803-tsjgypy5 27 3 declares declare VBZ cord-349803-tsjgypy5 27 4 no no DT cord-349803-tsjgypy5 27 5 conflict conflict NN cord-349803-tsjgypy5 27 6 of of IN cord-349803-tsjgypy5 27 7 interest interest NN cord-349803-tsjgypy5 27 8 regarding regard VBG cord-349803-tsjgypy5 27 9 the the DT cord-349803-tsjgypy5 27 10 content content NN cord-349803-tsjgypy5 27 11 of of IN cord-349803-tsjgypy5 27 12 this this DT cord-349803-tsjgypy5 27 13 Letter Letter NNP cord-349803-tsjgypy5 27 14 to to IN cord-349803-tsjgypy5 27 15 the the DT cord-349803-tsjgypy5 27 16 Editor Editor NNP cord-349803-tsjgypy5 27 17 . . . cord-349803-tsjgypy5 28 1 Management management NN cord-349803-tsjgypy5 28 2 of of IN cord-349803-tsjgypy5 28 3 blood blood NN cord-349803-tsjgypy5 28 4 system system NN cord-349803-tsjgypy5 28 5 in in IN cord-349803-tsjgypy5 28 6 disasters disaster NNS cord-349803-tsjgypy5 28 7 Planning plan VBG cord-349803-tsjgypy5 28 8 for for IN cord-349803-tsjgypy5 28 9 pandemic pandemic NN cord-349803-tsjgypy5 28 10 influenza influenza NN cord-349803-tsjgypy5 28 11 : : : cord-349803-tsjgypy5 28 12 effect effect NN cord-349803-tsjgypy5 28 13 of of IN cord-349803-tsjgypy5 28 14 a a DT cord-349803-tsjgypy5 28 15 pandemic pandemic NN cord-349803-tsjgypy5 28 16 on on IN cord-349803-tsjgypy5 28 17 the the DT cord-349803-tsjgypy5 28 18 supply supply NN cord-349803-tsjgypy5 28 19 and and CC cord-349803-tsjgypy5 28 20 demand demand NN cord-349803-tsjgypy5 28 21 for for IN cord-349803-tsjgypy5 28 22 blood blood NN cord-349803-tsjgypy5 28 23 products product NNS cord-349803-tsjgypy5 28 24 in in IN cord-349803-tsjgypy5 28 25 the the DT cord-349803-tsjgypy5 28 26 United United NNP cord-349803-tsjgypy5 28 27 States States NNP cord-349803-tsjgypy5 28 28 Potential Potential NNP cord-349803-tsjgypy5 28 29 Impact Impact NNP cord-349803-tsjgypy5 28 30 of of IN cord-349803-tsjgypy5 28 31 Pandemic Pandemic NNP cord-349803-tsjgypy5 28 32 Influenza Influenza NNP cord-349803-tsjgypy5 28 33 on on IN cord-349803-tsjgypy5 28 34 Blood Blood NNP cord-349803-tsjgypy5 28 35 Safety Safety NNP cord-349803-tsjgypy5 28 36 and and CC cord-349803-tsjgypy5 28 37 Availability Availability NNP cord-349803-tsjgypy5 28 38 A a DT cord-349803-tsjgypy5 28 39 Stochastic stochastic JJ cord-349803-tsjgypy5 28 40 Simulator Simulator NNP cord-349803-tsjgypy5 28 41 of of IN cord-349803-tsjgypy5 28 42 a a DT cord-349803-tsjgypy5 28 43 Blood Blood NNP cord-349803-tsjgypy5 28 44 Product Product NNP cord-349803-tsjgypy5 28 45 Donation Donation NNP cord-349803-tsjgypy5 28 46 Environment Environment NNP cord-349803-tsjgypy5 28 47 with with IN cord-349803-tsjgypy5 28 48 Demand demand NN cord-349803-tsjgypy5 28 49 Spikes Spikes NNPS cord-349803-tsjgypy5 28 50 and and CC cord-349803-tsjgypy5 28 51 Supply Supply NNP cord-349803-tsjgypy5 28 52 Shocks shock NNS cord-349803-tsjgypy5 29 1 An an DT cord-349803-tsjgypy5 29 2 Interregional interregional JJ cord-349803-tsjgypy5 29 3 US US NNP cord-349803-tsjgypy5 29 4 Blood Blood NNP cord-349803-tsjgypy5 29 5 Supply Supply NNP cord-349803-tsjgypy5 29 6 Simulation Simulation NNP cord-349803-tsjgypy5 29 7 Model Model NNP cord-349803-tsjgypy5 29 8 to to TO cord-349803-tsjgypy5 29 9 Evaluate evaluate VB cord-349803-tsjgypy5 29 10 Blood blood NN cord-349803-tsjgypy5 29 11 Availability availability NN cord-349803-tsjgypy5 29 12 to to IN cord-349803-tsjgypy5 29 13 Support Support NNP cord-349803-tsjgypy5 29 14 Planning Planning NNP cord-349803-tsjgypy5 29 15 for for IN cord-349803-tsjgypy5 30 1 Emergency Emergency NNP cord-349803-tsjgypy5 30 2 Preparedness Preparedness NNP cord-349803-tsjgypy5 30 3 and and CC cord-349803-tsjgypy5 30 4 Medical Medical NNP cord-349803-tsjgypy5 30 5 Countermeasures Countermeasures NNPS cord-349803-tsjgypy5 30 6 Management Management NNP cord-349803-tsjgypy5 30 7 of of IN cord-349803-tsjgypy5 30 8 blood blood NN cord-349803-tsjgypy5 30 9 supplies supply NNS cord-349803-tsjgypy5 30 10 during during IN cord-349803-tsjgypy5 30 11 an an DT cord-349803-tsjgypy5 30 12 influenza influenza NN cord-349803-tsjgypy5 30 13 pandemic pandemic NN cord-349803-tsjgypy5 30 14 Using use VBG cord-349803-tsjgypy5 30 15 simulation simulation NN cord-349803-tsjgypy5 30 16 to to TO cord-349803-tsjgypy5 30 17 increase increase VB cord-349803-tsjgypy5 30 18 efficiency efficiency NN cord-349803-tsjgypy5 30 19 in in IN cord-349803-tsjgypy5 30 20 blood blood NN cord-349803-tsjgypy5 30 21 supply supply NN cord-349803-tsjgypy5 30 22 chains chain NNS cord-349803-tsjgypy5 30 23 History history NN cord-349803-tsjgypy5 30 24 in in IN cord-349803-tsjgypy5 30 25 a a DT cord-349803-tsjgypy5 30 26 Crisis crisis NN cord-349803-tsjgypy5 31 1 -Lessons -Lessons : cord-349803-tsjgypy5 31 2 for for IN cord-349803-tsjgypy5 31 3 Covid-19 covid-19 NN cord-349803-tsjgypy5 31 4 This this DT cord-349803-tsjgypy5 31 5 research research NN cord-349803-tsjgypy5 31 6 did do VBD cord-349803-tsjgypy5 31 7 not not RB cord-349803-tsjgypy5 31 8 receive receive VB cord-349803-tsjgypy5 31 9 any any DT cord-349803-tsjgypy5 31 10 specific specific JJ cord-349803-tsjgypy5 31 11 grant grant NN cord-349803-tsjgypy5 31 12 from from IN cord-349803-tsjgypy5 31 13 funding fund VBG cord-349803-tsjgypy5 31 14 agencies agency NNS cord-349803-tsjgypy5 31 15 in in IN cord-349803-tsjgypy5 31 16 the the DT cord-349803-tsjgypy5 31 17 public public NN cord-349803-tsjgypy5 31 18 , , , cord-349803-tsjgypy5 31 19 commercial commercial JJ cord-349803-tsjgypy5 31 20 , , , cord-349803-tsjgypy5 31 21 or or CC cord-349803-tsjgypy5 31 22 not not RB cord-349803-tsjgypy5 31 23 - - HYPH cord-349803-tsjgypy5 31 24 for for IN cord-349803-tsjgypy5 31 25 - - HYPH cord-349803-tsjgypy5 31 26 profit profit NN cord-349803-tsjgypy5 31 27 sectors sector NNS cord-349803-tsjgypy5 31 28 . . .