Incamake
AI irimo guhindura uburyo ibiyobyabwenge bishya bipimwa - gushaka abarwayi bujuje ibisabwa byihuse, guhanura ibizamini bizagerwaho, no gufata ibimenyetso byumutekano vuba. Ireba kimwe mubibazo bikomeye byubuvuzi: ibigeragezo biratinda, bihenze, kandi akenshi birananirana.
AI mubigeragezo bya Clinical ikoresha AI mubidukikije byihariye aho amabwiriza, ibikorwa, no kwihanganira ingaruka bigira uruhare runini muguhitamo ibishushanyo.
Kwibira cyane
Kuzana ibiyobyabwenge kumasoko birashobora gutwara imyaka icumi kandi bigatwara miriyari, mugihe ibigeragezo byinshi byatsinzwe igice kubera gushaka abarwayi no kubishushanya. AI yibasiye izi ngingo. Sisitemu ya NLP yasomye inyandiko zubuzima bwa elegitoronike kugirango zihuze abarwayi n’ibipimo byujuje ibisabwa byihuse kuruta gusuzuma imbonerahamwe. Ibigo nka Deep 6 AI na Tempus bikoresha ibi kugirango byihute kwiyandikisha. Kwiga imashini bifasha guhitamo igishushanyo mbonera - guhitamo imbuga, guhanura abata ishuri, no kumenya biomarkers isobanura amatsinda mato. AI ifasha kandi 'kugenzura intoki,' ikoresheje amateka y’abarwayi kugirango igabanye umubare wabantu bagomba kwakira umwanya wabo. Mugukurikirana, algorithms ibendera ibintu bibi hamwe namakuru adasanzwe mubihumbi byanditse. Abagenzuzi barimo FDA batanze umushinga w'ubuyobozi ku ruhare rwa AI, byerekana amahirwe ndetse no gukenera gukomera.
Ubushishozi
Moteri ihuza abarwayi ikoresha amavuriro ya NLP kugirango ikuremo ibitekerezo byubatswe (gusuzuma, laboratoire, imiti) mubitabo bitubatswe, hanyuma ukore amategeko ashingiye cyangwa wize bihuye nibipimo byo gushyiramo / guhezwa. Kwiyandikisha byateganijwe hamwe nabanyeshuri bata ishuri bakoresha isesengura ryo kubaho no kuzamura buhoro buhoro kurubuga nibiranga abarwayi. Intwaro yo kugenzura ikomatanya ishingiye kubikorwa-byerekana nkuburyo bwo guhuza amanota guhuza amakuru yo mumateka yo hanze agereranywa nitsinda rivuwe, kugenzura abitiranya ubundi kubogama kugereranya.
Kumenya AI mubigeragezo byamavuriro
AI irimo guhindura uburyo ibiyobyabwenge bishya bipimwa - gushaka abarwayi bujuje ibisabwa byihuse, guhanura ibizamini bizagerwaho, no gufata ibimenyetso byumutekano vuba. Ireba kimwe mubibazo bikomeye byubuvuzi: ibigeragezo biratinda, bihenze, kandi akenshi birananirana. AI mubigeragezo bya Clinical ikoresha AI mubidukikije byihariye aho amabwiriza, ibikorwa, no kwihanganira ingaruka bigira uruhare runini muguhitamo ibishushanyo. Kugirango wubake byimbitse, fata AI mubigeragezo byubuvuzi nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubikorwa, amakipe akomeye akoresha AI mubigeragezo bya Clinical ahuza ubushobozi bwa tekiniki na politiki ya domaine, kugenzura, no gufata ibyemezo imbere. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri. Mugihe kimwe, ibisabwa byubuyobozi birashobora gutesha agaciro ubundi prototypes ikomeye. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri.
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura.
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere.
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Deep 6 AI isuzuma ibitaro EHRs hamwe na NLP kugirango bamenye abarwayi bujuje ibisabwa mu minota aho kuba ibyumweru, byihutishe kwiyandikisha.
Intwaro yo kugenzura ikoreshwa mu mateka y’abarwayi yakoreshejwe (urugero, muri oncologiya no mu ndwara zidasanzwe-indwara) kugirango igabanye umubare w’abarwayi bahabwa umwanya wabo.
Imashini yiga imashini iteganya guta abarwayi nimbuga zidakora neza kugirango abaterankunga bashobore gutabara mbere yikigeragezo.
Ibikoresho bya farumasi ya AI isuzuma ibigeragezo hamwe namakuru nyuma yisoko kugirango umenye ibimenyetso bibi-byabaye mbere yo gusuzuma intoki.
Uburyo bwo Gushyira mu bikorwa
AI mu bigeragezo bya Clinical mubikorwa
Deep 6 AI isuzuma ibitaro EHRs hamwe na NLP kugirango bamenye abarwayi bujuje ibisabwa mu minota aho kuba ibyumweru, byihutishe kwiyandikisha.
Deep 6 AI isuzuma ibitaro EHRs hamwe na NLP kugirango bamenye abarwayi bujuje ibisabwa mu minota aho kuba ibyumweru, kwihutisha abiyandikisha Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byanduye, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
AI mu bigeragezo bya Clinical mubikorwa
Intwaro yo kugenzura ikoreshwa mu mateka y’abarwayi yakoreshejwe (urugero, muri oncologiya no mu ndwara zidasanzwe-indwara) kugirango igabanye umubare w’abarwayi bahabwa umwanya wabo.
Intwaro yo kugenzura ikozwe mu mateka y’abarwayi yakoreshejwe (urugero, muri oncologiya no mu bigeragezo by’indwara zidasanzwe) kugira ngo igabanye umubare w’abarwayi bahabwa Amakipe ya Placebo Ubusanzwe abona umusaruro ushimishije iyo basobanuye ibipimo ngenderwaho by’imbere, bagakomeza inzira yo kuzamura abantu ku manza, kandi bagakurikirana inyungu z’umusaruro hamwe n’ikosa ryakozwe mu gihe runaka.
AI mu bigeragezo bya Clinical mubikorwa
Imashini yiga imashini iteganya guta abarwayi nimbuga zidakora neza kugirango abaterankunga bashobore gutabara mbere yikigeragezo.
Imashini yiga imashini itangaza ko abarwayi bata ishuri hamwe nimbuga zidakora neza kugirango abaterankunga bashobore gutabara mbere yikibanza cy’ibigeragezo Amakipe akunze kubona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI mu bigeragezo bya Clinical mubikorwa
Ibikoresho bya farumasi ya AI isuzuma ibigeragezo hamwe namakuru nyuma yisoko kugirango umenye ibimenyetso bibi-byabaye mbere yo gusuzuma intoki.
Ibikoresho bya farumasi ya AI isuzuma ibigeragezo hamwe namakuru nyuma yisoko kugirango hamenyekane ibimenyetso bibi byabaye mbere yisubiramo ryintoki Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zumusaruro hamwe nibiciro byamakosa mugihe runaka.
Ingaruka & Kurinda
Ibisabwa kugenzurwa birashobora gutesha agaciro ubundi prototypes ikomeye.
Amakuru yamateka arashobora gushiramo kubogama byangiza abaturage.
Sisitemu yumurage irashobora gushiraho uburyo bwo kwishyira hamwe nibiciro byihishe.
Igishushanyo mbonera
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma.
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Emeza kubahiriza inshingano z'umutekano hakiri kare.
Emeza kubahiriza inshingano z'umutekano hakiri kare. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.