Insitro Machine Learning Biology
Insitro waxay ku darsataa xogta hidda-socodka bani'aadamka iyo unugyada gacanta oo leh mashiinka barashada si loo helo bartilmaameedyada daroogada ee ka wanaagsan iyo bukaannada ay u badan tahay inay ka jawaabaan.
Dulmar
It matters because it tackles the biggest reason drugs fail — picking the wrong target — by grounding discovery in real human biology.
quusid qoto dheer
Waxaa la aasaasay 2018 by cilmi-nafsiyeedka xisaabinta iyo hoggaamiyihii hore ee Stanford iyo Coursera Daphne Koller, Insitro waxay isu dhistay sidii 'mashiin-barashada-koowaad' shirkad daahfurka daroogada. Fikraddeeda udub dhexaad u ah waa in ay soo saarto xog-ururin aad u weyn, ujeedo-ku-dhisan gudaha guriga - iyada oo la adeegsanayo qaababka jirrooyinka stem-cell-cell-cell-ka-soo-baxa ('in vitro'), sawir-qaadista nuxurka sare leh, iyo cabbirada 'omics - oo lagu lammaaniyo kooxo hidde-sideyaal badan oo bini'aadam ah iyo koox-kiliinikada sida UK Biobank. Barashada mishiinku waxay markaas ku xidhaa saxeexyada molecular iyo gacanta ee cudurka, iyada oo gacan ka geysanaysa in la aqoonsado bartilmaameedyada ay hidde-sidaha soo jeedinayaan inay si dhab ah jirro u keenaan, una kala saaraan bukaannada kooxo-hoosaadyo. Magaca laftiisa waxa uu ku milmay 'silico' ( xisaabinta) iyo 'in vitro' (biology shaybaadhka). Insitro waxay iskaashi la samaysay Gilecaad iyo Bristol Myers Squibb waxayna diiradda saartaa meelaha sida dheef-shiid kiimikaadka, beerka, iyo cudurrada neerfayaasha.
Aragtida Farsamada
Habka Insitro ee saxeexa wuxuu isticmaalaa barashada mashiinka sawirada caafimaadka - tusaale ahaan, moodooyinka qoto dheer ee akhrinaya beerka MRI ama histopathology - si loo helo 'fenotypes-barashada mashiinka'. Dhaqangelinta daraasadaha ururrada genome-ballaaran ee ka dhanka ah sifooyinka AI-ka soo baxay ee dhammaan dadweynaha qiyaasta biobank waxay soo saari karaan noocyo hidde-sideyaal ah, iyo sidaas darteed bartilmaameedyada sababaha, in calaamadaha bukaan-socodka ee cayriin ay seegaan. Tani waxay lamaanan tahay hidde-sideyaasha aadanaha, caddaynta ugu xooggan ee ah in bartilmaameedku uu muhiim yahay, oo leh xallin qani ah oo phenotypic ah oo ka timid AI.
Saamaynta Istiraatijiyadeed
Istaraatiijiyadda iibiyaha
Wadooyinka iibiyuhu waxay saameeyaan sifooyinka ay kooxdaadu dhisi karto marka xigta.
Qiimaha iyo miisaaniyada
Shuruudaha ganacsiga iyo ikhtiyaarka geynta ayaa saameeya kharashka iyo khatarta muddada-dheer.
Khatarta iyo badbaadada
Dhiirrigelinta shirkadu waxay qaabaysaa wax-soo-saarka alaabada, booska badbaadada, iyo furfurnaanta.
Mustaqbalka Mashiinka Insitro Learning Biology
Insitro waxay u riixaysaa moodooyinka saadaaliya ee ku xidha genotype iyo phenotype cell ilaa natiijada bukaanka, awood u siinaya xulashada bartilmaameedka iyo kala-soocidda bukaanka ka hor tijaabooyinka qaaliga ah. Filo in si qoto dheer loo isticmaalo moodooyinka aasaaska guud ahaan sawir-qaadista iyo omics-ka, isku-xirnaanta biobank oo badan, iyo horumarinta musharraxiinta dhuumaha gudaha. Caqabadda ugu muhiimsan waa xiritaanka wareegga: caddaynta in AI-magacaabay, bartilmaameedyada hidde-raaca ay taageerto ay u tarjumaan dawooyin la ansixiyay oo ka shaqeeya bukaannada saxda ah.
Dhaqangelinta Adduunka-dhabta ah
Moodooyinka tababarka ee beerka MRI waxay baadhaan si ay u abuuraan phenotypes tiro, ka dibna waxay wadaan daraasadaha ururka hidde-sidaha si loo helo bartilmaameedyada daroogada ee cudurka beerka.
Isticmaalka neurons-cell-cell-ka-soo-saarka bani-aadmiga si loogu qaabeeyo ALS iyo cudurrada kale ee neurodegenerative ee falanqaynta ML.
La shaqaynta Gilecaad si loo ogaado bartilmaameedyada steatohepatitis aan khamriga ahayn (NASH) iyo fibrosis beerka.
Kala soocida bukaanada koox-hoosaadyada hidde-sideyaasha si loo saadaaliyo cidda ka jawaabi doonta daawaynta la bixiyay.
Khatarta & Dariiqyada Ilaalada
Ogeysiisyada bilawga ah ayaa laga yaabaa inay ka dheereeyaan xasilloonida socodka shaqo ee wax soo saarka dhabta ah.
Qiimaynta API ama isbedelada siyaasada waxay jebin karaan malo awaalka habeen dhaxa
Ku-tiirsanaanta iibiyuhu wuxuu kordhiyaa qufulka iyo kharashaadka socdaalka.
Qorshe Hawleedka Dhaqangelinta
Qiimee bixiyeyaasha adiga oo isticmaalaya hawlahaaga iyo kaydinta xogtaada.
Dib u eeg sirta, amniga, iyo shuruudaha sharciga ka hor is dhexgalka.
Ilaali qorshaha dib u dhaca ee moodooyinka ama iibiyeyaasha.
La soco qoraalada sii daynta si isbeddellada khariidadda waddo aysan ula yaabin kooxaha.
Sii wad Sahaminta
Free newsletter
Get the daily AI briefing
Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.
One email each weekday. Unsubscribe in one click. We never sell or share your address.
Test yourself
Take the Insitro Machine Learning Biology quiz
Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.
Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation
Hagaha xiga
Aasaaska Barashada Mashiinka
Su'aalaha soo noqnoqda
What is Insitro Machine Learning Biology?
Insitro waxay ku darsataa xogta hidda-socodka bani'aadamka iyo unugyada gacanta oo leh mashiinka barashada si loo helo bartilmaameedyada daroogada ee ka wanaagsan iyo bukaannada ay u badan tahay inay ka jawaabaan. Muhiim ayey u tahay sababtoo ah waxay la tacaaleysaa sababta ugu weyn ee dawooyinku u guuldareystaan - qaadashada bartilmaameedka khaldan - iyada oo saldhig u ah daahfurka bayoolajiga dhabta ah ee aadanaha.
Maxaa isku daray magaca 'Insitro'?
Magaca waxa uu isku daraa xisaabinta 'silico' iyo 'in vitro' shaybaadhka bayoloji, iyada oo la qabsanaysa habka tijaabada ML-plus-ka.
Yaa aasaasay Insitro?
Daphne Koller, khabiir ku takhasusay cilmiga bayoolajiga iyo aasaasihii hore ee Coursera, ayaa aasaasay Insitro 2018.
Waa maxay sababta Insitro ay xoogga saarto hidde-sideyaasha aadanaha xulashada bartilmaameedka?
Bartilmaameedyada ay taageerayaan caddaynta hidde-sidaha bini'aadamka ayaa aad ugu dhow inay noqdaan kuwo si dhab ah u sababa, yaraynta fashilka daroogada.
Waa maxay 'phenotype-barashada mashiinka' sida Insitro u isticmaalo?
Insitro waxay ka soo saartaa sifooyin tiro badan sawirada iyadoo la adeegsanayo ML, ka dibna waxay barataa ururadooda hidde-socodka.
Waa kuwee kooxda weyn ee bini'aadamka ee sida caadiga ah loo isticmaalo daraasaadka hidda-socodka ee cabirka biobank sida Insitro's?
UK Biobank waxay isku xirtaa hidde-sideyaasha, sawirka, iyo xogta caafimaadka boqolaal kun oo qof.