Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Symposium on Open Guidelines for RDTs - 5 - Fie...
Search
Peter Lubell-Doughtie
March 10, 2022
Research
0
79
Symposium on Open Guidelines for RDTs - 5 - Field Results for Malaria and Covid-19 OG-RDTs
Peter Lubell-Doughtie
March 10, 2022
Tweet
Share
More Decks by Peter Lubell-Doughtie
See All by Peter Lubell-Doughtie
Using FHIR on Android for standards-based care in Liberia
pld
0
2.3k
Symposium on Open Guidelines for RDTs - 8 - Manufacturing Panel_ Next generation RDTs
pld
0
120
Symposium on Open Guidelines for RDTs - 9 - HIS Platform Interoperability with FHIR Diagnostics
pld
0
52
Symposium on Open Guidelines for RDTs - 1 - Welcome - Oxford OUCRU - Ona
pld
0
750
Symposium on Open Guidelines for RDTs - 2 - Implementer Panel_ Challenges and Opportunities with RDTs
pld
0
63
Ona / Preparing for COVID-19 / March 2020
pld
0
3.2k
Machine Learning for Low Resource Settings
pld
0
550
What's New in Ona - December 2014
pld
0
430
PyConZA 2014 - Writing Python Code to Decide an Election
pld
2
4.4k
Other Decks in Research
See All in Research
20251023_くまもと21の会例会_「車1割削減、渋滞半減、公共交通2倍」をめざして.pdf
trafficbrain
0
150
Community Driveプロジェクト(CDPJ)の中間報告
smartfukushilab1
0
120
POI: Proof of Identity
katsyoshi
0
120
AWSの耐久性のあるRedis互換KVSのMemoryDBについての論文を読んでみた
bootjp
1
400
Pythonでジオを使い倒そう! 〜それとFOSS4G Hiroshima 2026のご紹介を少し〜
wata909
0
1.2k
若手研究者が国際会議(例えばIROS)でワークショップを企画するメリットと成功法!
tanichu
0
130
湯村研究室の紹介2025 / yumulab2025
yumulab
0
280
Can AI Generated Ambrotype Chain the Aura of Alternative Process? In SIGGRAPH Asia 2024 Art Papers
toremolo72
0
110
言語モデルの地図:確率分布と情報幾何による類似性の可視化
shimosan
8
2.4k
空間音響処理における物理法則に基づく機械学習
skoyamalab
0
160
ドメイン知識がない領域での自然言語処理の始め方
hargon24
1
230
離散凸解析に基づく予測付き離散最適化手法 (IBIS '25)
taihei_oki
PRO
1
650
Featured
See All Featured
A designer walks into a library…
pauljervisheath
210
24k
Measuring & Analyzing Core Web Vitals
bluesmoon
9
720
Efficient Content Optimization with Google Search Console & Apps Script
katarinadahlin
PRO
0
270
Darren the Foodie - Storyboard
khoart
PRO
0
2.1k
The Web Performance Landscape in 2024 [PerfNow 2024]
tammyeverts
12
990
Facilitating Awesome Meetings
lara
57
6.7k
Building Applications with DynamoDB
mza
96
6.9k
We Have a Design System, Now What?
morganepeng
54
8k
WENDY [Excerpt]
tessaabrams
9
35k
The Language of Interfaces
destraynor
162
26k
Why You Should Never Use an ORM
jnunemaker
PRO
61
9.7k
Skip the Path - Find Your Career Trail
mkilby
0
30
Transcript
)LHOG5HVXOWVIRU0DODULDDQG &RYLG2*5'7V ,PSURYHGUHVXOWVRQWKHSDWKWRVFDOH
0DODULDGLDJQRVWLFUHVHDUFKLQ.HQ\DDQG,QGRQHVLD &RYLGGLDJQRVWLFUHVHDUFKLQ,QGRQHVLD /HVVRQVOHDUQHGDQGORRNLQJIRUZDUG 2XWOLQH
2*5'7VIRU0DODULDGLDJQRVLVLQ ,QGRQHVLDDQG.HQ\D
.LOLĆ Ɣ 5'7V Ɣ a3DWLHQWV Ɣ &OLQLFV :HVW3DSXD Ɣ 5'7V
Ɣ 3DWLHQWV Ɣ &OLQLFV 0DODULD5'76WXG\'HVLJQ 7ZR&OLQLFDO6WXGLHV &RQGXFWWHVWVLQFOLQLFV DQGKRXVHKROGV 7DUJHWHGSDWLHQWVZLWK VLJQVRUV\PSWRPVRI PDODULD 7HVWGLIIHUHQW HQYLURQPHQWVDQGFROOHFW *36FRRUGLQDWHV 0XOWLSOH(QYLURQPHQWV 9DULHG([SHUWLVH &ROOHFWLRQFRPSOHWHGE\ &RPPXQLW\+HDOWK :RUNHUVDQG5HVHDUFKHUV
None
5'73URFHGXUH &OLQLF &DUH6WDUW 0DODULD3I3Y 2SHQ*XLGHOLQH 5'7 +HDOWK:RUNHU &RQGXFWV5RXWLQH7HVW :LWKRXW8VHU$LG 8VHU$LG3URYLGHG
ZLWK7HVW7LPHUVWR (QVXUH3URWRFRO &RPSOLDQFH 3DWLHQW5HJLVWUDWLRQDQG5'7,'*HQHUDWLRQ +HDOWK:RUNHU&RQGXFWV5DSLG'LDJQRVWLF7HVW ,PDJH&DSWXUHDQG$XWR7HVW$QDO\VLV
Ɣ 3DWLHQW,QIRUPDWLRQ ż 'HPRJUDSKLF 6\PSWRPV Ɣ +HDOWKFDUH:RUNHU0HWULFV ż 7LPHWR&DUH $GKHUHQFH
Ɣ 3HUIRUPDQFH,QIRUPDWLRQ ż $SSOLFDWLRQ3HUIRUPDQFH Ɣ 5'7,QIRUPDWLRQ ż (QFRGHGE\%DUFRGH Ɣ 8VHG5'7,PDJH ż 5DZ'DWD$QDO\]HG5HVXOW Ɣ %LRORJLFDO6SHFLPHQV $ƽƧǍƣܪǙǍǍƧƝdzƽǙǓ
=ƎƜܪǙǍǍƧƝdzƽǙǓ 5'7V Ɣ 'LUHFWT3&5$QDO\VLVRI0DLQ 6WUDLQV %ORRG6SRW Ɣ T3&5&RQĆUPDWLRQ 0LFURVFRS\6OLGH Ɣ
7KLFNDQG7KLQ%ORRG6PHDU Ɣ *ROG6WDQGDUG0DODULD&RQĆUPDWLRQ 6HTXHQFLQJ.QRZQ'UXJ5HVLVWDQW613V Ɣ 6DPSOHWDNHQGLUHFWO\)URP&DVVHWWH
ƎdzƎܪ[ʹǬdzƧǒ 'LDJUDP.H\ 5'7V&ROOHFWHGDW3RLQWRI&DUHXWLOL]LQJ &DUH6WDUW0DODULD3Y3I&RPERWHVWVDQG2SHQ *XLGHOLQH5'7V %ORRG6SRW&ROOHFWHGIRU&RPSDULVRQRI /DERUDWRU\5HVXOWV&RQGXFWHGRIIRI5'7V
0LFURVFRS\6OLGH7KLFNDQG7KLQ%ORRG6PHDU &ROOHFWHGWR&RQGXFW*ROG6WDQGDUG $VVHVVPHQWRI0DODULD3RVLWLYLW\ T3&5$QDO\VLV8VHGWRDVVHVVVDPSOHVIRU &RPPRQ0DODULD6WUDLQV 6HTXHQFLQJ6HTXHQFLQJ.QRZQ'UXJ5HVLVWDQW 613V'LUHFWO\)URP&DVVHWWH 0LFURVFRS\*ROG6WDQGDUGWHFKQLTXHIRU 0DODULD3RVLWLYLW\'HWHUPLQDWLRQ 3DWLHQW,QIRUPDWLRQ7UDFNDQG5HFRUG1HZ 3DWLHQWV6\PSWRPVDQG+LVWRU\RI5'7DQG /DERUDWRU\7HVW2XWFRPHV 2SHQ653+HDOWKGDWDFROOHFWLRQPRELOHDSS DQGSODWIRUP &DQRS\'DWD9LVXDOL]DWLRQ3ODWIRUPIRU 0DSSLQJ'DWD&ROOHFWHG
%ĞƱĞĐƱŇŵŪŵĸĞǗƘŇƛĞėƱĞƣƱƣŇŪUŪėŵŪĞƣŇóóŪėgĞŪǘó ďǘƘĞŪGƹŇėĞşŇŪЧ%½ƣóŪėƛĞóėĞƛ
5'76HQVLWLYLW\ 6SHFLĆFLW\ .HQ\D 3ODVPRGLXPIDOFLSDUXP Q 5'7>@ 5'7>@
5'76HQVLWLYLW\ 6SHFLĆFLW\ ,QGRQHVLD 3ODVPRGLXPIDOFLSDUXP Q 5'7>@ 5'7>@
5'76HQVLWLYLW\ 6SHFLĆFLW\ ,QGRQHVLD 3ODVPRGLXPYLYD[ Q 5'7>@ 5'7>@
2*5'7VHQDEOH DGYDQFHGDQDO\WLFVZLWK SDWLHQWPHWDGDWDDQG ODERUDWRU\GDWD
/DWLWXGH /RQJLWXGH 3ISRVLWLYH 3IQHJDWLYH .HQ\DVLWH SXEOLFORFDWLRQVKDULQJQRWDXWKRUL]HG ,QGRQHVLDVLWH 3ISRVLWLYH 3YSRVLWLYH 3I3YSRVLWLYH
0DODULDFOXVWHUDVVHVVPHQWXVLQJ2SHQ*XLGHOLQH5'7V
2*5'7EXLOWWREHRSHQHGWRDFFHVVWKH LPPXQRFKURPDWRJUDSKLFWHVWVWULS Ɣ 5'7VDUHQRWXVXDOO\EXLOWWREHRSHQHG ż &DQEHGRQHEXWWLPHFRQVXPLQJDQGWKHUHLV DULVNRILQMXU\ ż 7KLVUHVWULFWVWKHLUXVHDVDVSHFLPHQ FROOHFWLRQGHYLFHIRUDGGLWLRQDODQDO\VLVDQG
OLPLWVWKHLUçLQIRUPDWLRQGHQVLW\è Ɣ 2*5'7LVEXLOWWREHRSHQHGZLWKDVLPSOHçNH\è ż (DVLHUWRH[WUDFWWKHFKURPDWRJUDSKLFVWULS ZLWKLQWKH5'7
2*5'7HQDEOHVKLJKWKURXJKSXWJHQRPLFVIURP5'7V *HQRW\SLQJIRU3ODVPRGLXPIDOFLSDUXPGUXJUHVLVWDQFH %ȇȰȰƈɶɜȰʄ ä6ùɦ ä6ùș ؚ ג Eįùä,ù 6£í ݲ²í
ݲ²բ íÝEí Ý,ä Ý,ä EĈùE ÚַǂŏȅŽǣɘŏɢʔȗ Ý,ä í£Ý ؚ ג Eįùä,ù x£6xĥx6Ĉ EĈùx²£í Ý,ä ÚַǂŏȅŽǣɘŏɢʔȗ Ý,ä í£Ý vŵƱĞ͉ Ɣ §%½ƛΝ§%½ƛĞĹƹşóƛóƛЯƱóƛƱƱĞƣƱ Ɣ §%½ŨΝ§%½ŨŵėŇǨĞėƱĞƣƱ Eįùä,ù 6£ EĈùE
/DWLWXGH &45 &46 3<5 3<6 $75 $76 'UXJUHVLVWDQW3ODVPRGLXPIDOFLSDUXPPDSSLQJ /RQJLWXGH &KORURTXLQHUHVLVWDQFH
$WRYDTXRQHUHVLVWDQFH 3\ULPHWKDPLQHUHVLVWDQFH
/DWLWXGH 685 686 $55 $56 0'5 0'6 'UXJUHVLVWDQW3ODVPRGLXPIDOFLSDUXPPDSSLQJ /RQJLWXGH 6XOIDGR[LQHGUXJUHVLVWDQFH
0XOWLGUXJUHVLVWDQFH $UWHPLVLQLQUHVLVWDQFH
Ɣ UHVLVWDQWJHQRW\SHV Ɣ 0XOWLSOHQHZUHVLVWDQFH PXWDWLRQVLQ,QGRQHVLD ż $UWHPLVLQLQ .HOFK ż $WRYDTXRQH
ż 3LSHUDTXLQHPXWDWLRQV GHWHFWHGWKDWDVVRFLDWHZLWK UHVLVWDQFH ż 6RPHVWUDLQVDUHUHVLVWDQWDOO GUXJVLQFRPELQDWLRQ WKHUDSLHV Ɣ 2*5'7WUDQVIRUPVWKH 5'7LQWRDWRROIRU JHQRPLFVXUYHLOODQFHIRU SXEOLFKHDOWKLQIHUHQFH 3HUFHQWRIVSHFLĆFJHQRW\SH
2*5'7VIRU&RYLGGLDJQRVLV LQ,QGRQHVLD
&RQGXFWHGLQ-DNDUWDDQG /RPERN,QGRQHVLD LQYROYLQJaSUHJQDQW ZRPHQ &RYLG5'7VH[SRVHGWR KHDWKDYHORZHU SHUIRUPDQFH 'HSOR\WKHV\VWHPWR RSWLPL]H&RYLGGLDJQRVHV E\IURQWOLQHKHDOWKZRUNHUV
&RYLG5'76WXG\'HVLJQ &RYLGDQG3UHJQDQF\ &RQFHSWVDPHDVUXQQLQJ VDPSOHVDJDLQVW5'7 EORRGVSRWV 8VHDSSWRWUDFNOLQN EHWZHHQVZDEV5'7V DQGSDWLHQWV 6ZDE&ROOHFWLRQ /DE,QWHJUDWLRQ 6ZDEDQDO\VLVSHUIRUPHG LQODERUDWRU\XVLQJ DJJOXWLQDWLRQDVVD\5'7 DQWLERG\DQG3&5 5'7DQG3&5UHVXOWV LQWHJUDWHGZLWKGDWD V\VWHPDQGDSS
None
2*5'7V\VWHPIRU&29,'LQ$FWLRQ 'HWDLO5'7 'HWDLO5'7 5'7VFDQ %DUFRGHVFDQ 7HPSHUDWXUH6HQVRU
5'72SHQ5HDGHU'HPR ,QGRQHVLD
'LDJQRVWLF:RUNćRZ,PSOHPHQWDWLRQ 4'68IWXMRK 6MWO%WWIWWQIRX-RXIVZMI[ %RXMFSH]8IWXMRK 7]QTXSQEXMG 'PMRMGEPERH 8VEZIPMRK,MWXSV] -RXIVZMI[ %W]QTXSQEXMG -K1
-K+ -K+-K1 %RXMFSH] %RXMFSH] 4SSP% 4SSP& 4SSP'
&29,'V\PSWRPVFDSWXUHGDPRQJSUHJQDQWZRPHQ
&RYLG5'7'DWDDQG5HVXOWV $ 1 7 , % 2 ' < $
1 7 , * ( 1 1RQVWDQGDUG5'7V 6WDQGDUG5'7V $QWLERG\1HJDWLYH $QWLERG\3RVLWLYH
5'7DQG3&5UHVXOWVFRQQHFWHGZLWKSDWLHQWVGDWD 6ZDE&ROOHFWLRQ 7XEHV %DUFRGHG 5'7V %DUFRGHG 1RQ %DUFRGHG
5'7VDQGVSHFLPHQWXEHVVXSSRUWHGE\WKH2SHQ5HDGHU 5'7VIRU6$56&R9$QWLERG\ %DUFRGHG 5'7$QWLJHQ.LWDQG 6ZDE&ROOHFWLRQ7XEH 6ZDE&ROOHFWLRQ 7XEHV %DUFRGHG 5'70DODULD7%6\SKLOLV 'HQJXH.LW
1RQ%DUFRGHG %DUFRGHG 1RQ %DUFRGHG
7UDQVIRUPDWLRQWR2*5'7V\VWHP
OĞóşƱŁÝŵƛśĞƛƣͬ -ǗƘĞƛŇĞŪĐĞƣ ͩ½ŁĞóƘƘĐóŪŨóƘ óƛĞóƣǒŇƱŁŁŇĹŁ ÜU%ĞǗƘŵƣƹƛĞ óŪėŁŵƱƣƘŵƱƣͪ ͩ½ŁĞóƘƘĐóŪ ƣƹƘƘŵƛƱƹƣƱŵ ŨóśĞ ėĞĐŇƣŇŵŪƣͪ
ͩ½ŁĞƣĐƛĞĞŪŇŪĹƛĞƣƹşƱ ĸƛŵŨG͟§%½ ĐŵŪŪĞĐƱĞėǒŇƱ٧%½ óƘƘŇƣŨŵƛĞóĐĐƹƛóƱĞ ƱŁóŪŨóŪƹóşƛĞóėŇŪĹͪ ͩ½ŁĞ§%½ §ĞóėĞƛŇƣĞóƣǘ ƱŵƹƣĞǒŇƱŁ ŨŇŪŇŨóş ƱƛóŇŪŇŪĹͪ ͩUĐóŪƣĐóŪƱŁĞ ďóƛĐŵėĞƣŵU śŪŵǒƱŁĞƚƹóşŇƱǘ ŵĸ§%½ĐóƣƣĞƱƱĞƣͪ ͩUĐóŪƹƣĞ ƱŁĞóƘƘóƱ ƱŁĞƘşóĐĞóŪė ƱŇŨĞŵĸĐóƛĞͪ ͩóŪďĞ ŇŪƣƱóşşĞėóŪė ƹƣĞėŵŪ ĐŵŨŨŵŪ ŁóŪėƘŁŵŪĞƣ ŇŪƱŁĞǨĞşėͪ
/HVVRQV/HDUQHG Ɣ 7UDQVIRUPDWLRQRI5'7VWR2*5'7VDQGLWVLQWHJUDWLRQZLWK5'72SHQ 5HDGHUSRZHUHGE\2SHQ653HQDEOHV +LJKSHUIRUPDQFHRI5'7VWKDWFDQEHQHĆWPXOWLSOHJURXSV ,PSURYHGTXDOLW\RIUHDGLQJVFDSWXUHGE\WKHV\VWHP 'HFLVLRQPDNLQJVXSSRUWIRUKHDOWKZRUNHUVDQGIRU*RYHUQPHQW
3XEOLFKHDOWKWRROVDQGSDWKWRVFDOHXS
Ɣ &RYLGDQG3UHJQDQF\ &RY3UHJ VWXG\ZLWK2*5'7VLVRQJRLQJ Ɣ ,PDJHGDWDVHWFUHDWHG ż )RUPDODULDKDYHLPDJHVSDLUHGZLWK+&:DVVHVVPHQW3&5UHVXOWVDQGV\PSWRPGDWD Ɣ $OLJQPHQWZLWK,QGRQHVLDèV*LQLWLDWLYHWRLPSURYHJOREDOHSLGHPLRORJLFDO
VXUYHLOODQFH )XWXUHZRUN