Insitro Imashini Yiga Ibinyabuzima
Insitro ihuza amakuru manini yumuntu hamwe na selile yiga imashini kugirango ibone intego nziza zibiyobyabwenge nabarwayi bashobora kwitabira.
Incamake
It matters because it tackles the biggest reason drugs fail — picking the wrong target — by grounding discovery in real human biology.
Kwibira cyane
Insitro yashinzwe mu mwaka wa 2018 n’umuhanga mu binyabuzima w’ibinyabuzima ndetse n’uwahoze ari umuyobozi wa Stanford n’umuyobozi wa Coursera, Daphne Koller, Insitro yiyubakiye nka sosiyete ivumbura ibiyobyabwenge. Igitekerezo cyacyo nyamukuru ni ugukora imibare nini, yubatswe nintego murugo - ukoresheje ingero zindwara zikomoka ku bantu ('muri vitro'), kwerekana amashusho menshi, hamwe n 'ibipimo bya omics - no kubihuza n’ingingo nini z’abantu n’ubuvuzi nka Biobank yo mu Bwongereza. Kwiga imashini noneho bihuza umukono wa molekuline na selile nindwara, bifasha kumenya intego genetiki yerekana ko itera uburwayi, kandi igabanya abarwayi mumatsinda mato. Izina ubwaryo rihuza 'muri silico' (kubara) na 'muri vitro' (biologiya ya laboratoire). Insitro yafatanije na Galeedi na Bristol Myers Squibb kandi yibanda ku bice nka metabolike, umwijima, n'indwara zifata ubwonko.
Ubushishozi
Umukono Insitro ikoresha imashini yiga imashini kumashusho yubuvuzi - urugero, moderi yimbitse isoma umwijima MRI cyangwa histopathology - kugirango ibone 'fenotipike yiga imashini.' Gukoresha genome-ishyirahamwe ryiga kurwanya iyo mico ikomoka kuri AI mubantu bangana na biobank irashobora kugaragara kubinyabuzima bitandukanye, bityo rero intego zitera, ibyo birango byamavuriro bikabura. Ibi bihuza genetiki yabantu, ibimenyetso bikomeye byerekana ko intego ifite akamaro, hamwe na fenotipiki ikungahaye kuri AI.
Ingaruka z'Ingamba
Vendor strategy
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha.
Igiciro na bije
Amagambo yubucuruzi nuburyo bwo kohereza bigira ingaruka kubiciro byigihe kirekire ningaruka.
Risk and safety
Isosiyete ishimangira gushiraho ibicuruzwa bitemewe, igihagararo cyumutekano, no gufungura.
Kazoza ka Insitro Imashini Yiga Biologiya
Insitro iri kwerekeza ku buryo bwo guhanura buhuza genotype na selile ya selile hamwe n’ibisubizo by’abarwayi, bigafasha guhitamo intego no gutondekanya abarwayi mbere yikigeragezo gihenze. Witegereze gukoresha byimbitse icyitegererezo cyerekana amashusho na omics, guhuza biobank byinshi, no guteza imbere abakandida b'imbere. Ikibazo cy'ingenzi ni ugusoza icyuho: kwerekana ko intego zashyizweho na AI, intego zishingiye ku ngirabuzima fatizo zisobanura imiti yemewe ikorera mu barwayi beza.
Gushyira mu bikorwa Isi
Uburyo bwo guhugura umwijima MRI isuzuma kugirango habeho fenotipike yuzuye, hanyuma ukore ubushakashatsi bwishyirahamwe ryerekeranye nubuzima kugirango ushakishe ibiyobyabwenge indwara zumwijima.
Gukoresha stem-selile-muntu ikomoka kuri neuron kugirango yerekane ALS nizindi ndwara zifata ubwonko bwa ML.
Gufatanya na Galeedi kuvumbura intego za steatohepatite idafite inzoga (NASH) na fibrosis yumwijima.
Gutandukanya abarwayi mumatsinda mato kugirango bahanure uzitabira imiti yatanzwe.
Ingaruka & Kurinda
Gutangiza amatangazo arashobora gusumbya ituze mubikorwa nyabyo byakazi.
Ibiciro bya API cyangwa guhindura politiki birashobora guhagarika ibitekerezo ijoro ryose.
Abashoramari bonyine bishingira byongera gufunga no kwimuka.
Igishushanyo mbonera
Suzuma abatanga serivisi ukoresheje imirimo yawe bwite na datasets.
Ongera usuzume ubuzima bwite, umutekano, namategeko mbere yo kwishyira hamwe.
Komeza gahunda yo gusubira inyuma kurugero cyangwa abacuruzi.
Kurikirana inyandiko zisohora kugirango impinduka zumuhanda ntizitangaje amakipe.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Imashini yo Kwiga Imashini
Ibibazo bikunze kubazwa
What is Insitro Machine Learning Biology?
Insitro ihuza amakuru manini yumuntu hamwe na selile yiga imashini kugirango ibone intego nziza zibiyobyabwenge nabarwayi bashobora kwitabira. Nibyingenzi kuko ikemura impamvu ikomeye ibiyobyabwenge binanirwa - guhitamo intego itari yo - hashingiwe kubuvumbuzi bwibinyabuzima nyabyo byabantu.
Izina 'Insitro' rihuza iki?
Izina rihuza 'muri silico' kubara hamwe na 'muri vitro' laboratwari ya biologiya, ifata uburyo bwa ML-plus-igerageza.
Ninde washinze Insitro?
Daphne Koller, inzobere mu binyabuzima akaba yarahoze ari umwe mu bashinze Coursera, yashinze Insitro mu 2018.
Kuki Insitro ishimangira genetiki yabantu muguhitamo intego?
Intego zishyigikiwe nibimenyetso bya genetike byabantu birashoboka cyane ko ari impamvu nyayo, kugabanya kunanirwa kw'ibiyobyabwenge.
Niki 'imashini yiga imashini' nkuko Insitro ikoresha?
Insitro ikura ibimenyetso byinshi mumashusho ukoresheje ML, hanyuma ikiga amashyirahamwe yabo.
Ni ubuhe bwoko bunini bw'abantu bukoreshwa mu bushakashatsi bwa genoside ya biobank nka Insitro?
Ubwongereza Biobank ihuza amakuru yimiterere, amashusho, nubuzima kubantu ibihumbi magana.