Syntho ya lashe Global SAS Hackathon a cikin Sashin Kula da Lafiya da Kimiyyar Rayuwa
SAS Hackathon wani lamari ne na ban mamaki wanda ya hada tawagogi 104 daga kasashe 75, a wani baje kolin hazaka na hakika a duniya. A cikin wannan yanayi mai matukar fa'ida, muna alfaharin sanar da cewa bayan watanni na aiki tuƙuru, Syntho ya yi fice, yana samun nasara mai ƙarfi a fannin kiwon lafiya da kimiyyar rayuwa. Fiye da wasu manyan kamfanoni 18, babban nasarar da muka samu ya tabbatar da matsayinmu na shugabanni a wannan fanni na musamman.
Gabatarwa
Makomar nazarin bayanai tana shirin yin juyin juya hali ta hanyar bayanan roba, musamman a sassan da bayanan sirri, kamar bayanan kiwon lafiya, ke da mahimmanci. Koyaya, samun dama ga wannan mahimman bayanai galibi ana samun cikas ta hanyoyi masu wahala, gami da cin lokaci, cike da manyan takardu da ƙuntatawa masu yawa. Gane wannan yuwuwar, Syntho ya haɗa ƙarfi da SAS domin SAS Hackathon don gudanar da aikin haɗin gwiwa da nufin inganta kula da marasa lafiya a cibiyoyin kiwon lafiya. Ta hanyar buɗe bayanan sirrin sirri ta hanyar bayanan roba da kuma yin amfani da damar nazarin SAS, Syntho yayi ƙoƙari don samar da mahimman bayanai waɗanda ke da yuwuwar siffanta makomar kiwon lafiya.
Buɗe Bayanan Sirri-Masu Kula da Kiwon Lafiya tare da Bayanan Haɓaka a matsayin wani ɓangare na binciken ciwon daji na babban asibiti
Bayanan mara lafiya wani ma'adinin zinari ne na bayanai wanda zai iya canza tsarin kiwon lafiya, amma yanayin sirrinsa yakan haifar da babban kalubale wajen samun dama da amfani da shi. Syntho ya fahimci wannan matsalar kuma ya nemi shawo kan ta ta hanyar haɗin gwiwa tare da SAS yayin SAS Hackathon. Manufar ita ce buše bayanan majiyyaci masu hankali ta hanyar amfani da bayanan roba da sanya shi cikin sauƙi don nazari ta hanyar SAS Viya. Wannan yunƙurin haɗin gwiwar ba wai kawai ya yi alkawarin samar da ci gaba a cikin kiwon lafiya ba, musamman a fannin bincike na ciwon daji, yin aikin buɗewa da nazarin bayanan da ba su da kyau da inganci, amma kuma yana tabbatar da kariya mafi girma na sirrin mara lafiya.
Haɗin gwiwar Injin Syntho da SAS Viya
A cikin hackathon, mun sami nasarar shigar da Syntho Engine API cikin SAS Viya a matsayin muhimmin mataki a cikin aikinmu. Wannan haɗin kai ba kawai ya sauƙaƙe haɗa bayanan roba ba amma kuma ya samar da yanayi mai kyau don tabbatar da amincin sa a cikin SAS Viya. Kafin mu fara binciken ciwon daji, an gudanar da gwaje-gwaje masu yawa ta amfani da buɗaɗɗen bayanai don tantance tasirin wannan haɗin gwiwar. Ta hanyar hanyoyin tabbatarwa daban-daban da ake samu a cikin SAS Viya, mun tabbatar da cewa bayanan roba sun nuna matakin inganci da kamanceceniya da ainihin bayanan da suka ɗauka da gaske kwatankwacinsu, yana mai tabbatar da yanayin “mai-kyau-as-real”.
Shin bayanan roba sun dace da? daidaito na hakikanin data?
An kiyaye alaƙa da alaƙa tsakanin masu canji daidai a cikin bayanan roba.
Yankin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙarƙashin Ƙaƙwal don auna aikin ƙira, ya kasance daidai.
Bugu da ƙari, mahimmancin canji, wanda ke nuna ikon tsinkaya na masu canji a cikin samfuri, ya kasance daidai lokacin da aka kwatanta bayanan roba da na asali.
Dangane da waɗannan abubuwan lura, zamu iya ɗauka da gaba gaɗi cewa bayanan da aka samar ta hanyar Syntho Engine a cikin SAS Viya hakika yana kan daidai da ainihin bayanai dangane da inganci. Wannan yana tabbatar da amfani da bayanan roba don haɓaka samfuri, yana ba da hanya don binciken ciwon daji da aka mayar da hankali kan tsinkayar lalacewa da mace-mace.
Sakamako Masu Tasiri tare da bayanan roba a fagen Binciken Cancer:
Yin amfani da haɗaɗɗen Injin Syntho a cikin SAS Viya ya haifar da sakamako mai tasiri a cikin binciken ciwon daji na babban asibiti. Ta hanyar yin amfani da bayanan roba, an sami nasarar buɗe bayanan kula da lafiyar sirrin sirri, yana ba da damar bincike tare da raguwar haɗari, haɓaka samun bayanai, da saurin samun dama.
Musamman, aikace-aikacen bayanan roba ya haifar da haɓaka samfuri mai iya yin hasashen lalacewa da mace-mace, cimma wani yanki mai ban sha'awa a ƙarƙashin Curve (AUC) na 0.74. Bugu da ƙari, haɗin bayanan roba daga asibitoci da yawa ya haifar da haɓaka mai ban mamaki a cikin ikon tsinkaya, kamar yadda karuwar AUC ta tabbatar. Waɗannan sakamakon suna ba da ƙarfin ikon canza bayanan roba a cikin samar da bayanan da aka kori da ci gaba a fagen kiwon lafiya.
Sakamakon ga daya babban asibiti, AUC na 0.74 da samfurin da ke iya yin hasashen lalacewa da mace-mace.
Sakamakon ga mahara asibitoci, wani AUC na 0.78, yana nuna cewa ƙarin bayanan yana haifar da ingantacciyar ikon tsinkayar waɗannan samfuran
Sakamako, Matakan Gaba da Tasiri
A lokacin wannan hackathon, an sami sakamako na ban mamaki.
1. Syntho, kayan aikin samar da bayanai na zamani, an haɗa shi cikin SAS Viya a matsayin muhimmin mataki.
2. Ƙarshen nasara na bayanan roba a cikin SAS Viya ta amfani da Syntho ya kasance babban ci gaba.
3. Musamman ma, an tabbatar da daidaiton bayanan roba sosai, kamar yadda samfuran da aka horar akan wannan bayanan suka baje kolin kwatankwacin maki ga waɗanda aka horar akan ainihin bayanan.
4. Wannan ci gaba ya ci gaba da binciken ciwon daji ta hanyar ba da damar hasashen lalacewa da mace-mace ta hanyar amfani da bayanan roba.
5. Abin mamaki, ta hanyar hada bayanan roba daga asibitoci da yawa, zanga-zangar ta nuna karuwa a yankin da ke ƙarƙashin lanƙwasa (AUC).
Yayin da muke murnar nasararmu, muna sa ido zuwa gaba da maƙasudai masu buri. Matakai na gaba sun haɗa da haɓaka haɗin gwiwa tare da ƙarin asibitoci, bincika lokuta daban-daban na amfani, da faɗaɗa aikace-aikacen bayanan roba a sassa daban-daban. Tare da fasahohin da ke da sashe-agnostic, muna da nufin buše bayanai da kuma fahimtar abubuwan da ke haifar da bayanai a cikin kiwon lafiya da ƙari. Tasirin bayanan roba a cikin ƙididdigar kiwon lafiya shine farkon farkon, kamar yadda SAS Hackathon ya nuna babban sha'awa da shiga daga masana kimiyyar bayanai da masu sha'awar fasaha a duniya.
Cin nasarar hackathon na SAS na duniya shine kawai matakin farko na Syntho!
Nasarar da Syntho ta samu a cikin SAS Hackathon's Health Care & Life Sciences yana nuna gagarumin ci gaba a cikin amfani da bayanan roba don nazarin kiwon lafiya. Haɗin gwiwar Injin Syntho a cikin SAS Viya ya nuna iko da daidaiton bayanan roba don ƙirar ƙira da bincike. Ta hanyar haɗin gwiwa tare da SAS da buɗe bayanan sirrin sirri, Syntho ya nuna yuwuwar bayanan da aka haɗa don canza yanayin kulawar haƙuri, haɓaka sakamakon bincike, da fitar da bayanan da aka sarrafa a cikin masana'antar kiwon lafiya.
Ajiye bayanan roba a cikin rahoton kiwon lafiya!
- Bincika rawar bayanan roba a sashin kiwon lafiya
- Menene bayanan roba kuma me yasa kungiyoyin kiwon lafiya suke amfani da shi?
- Ƙimar ƙara ƙimar amfani da lokuta a cikin kiwon lafiya (kamar kantin magani, asibitoci, fasahar kiwon lafiya, da sauransu)
