Kwiga imashini zisesengura uruhu: Imbere mu bwenge bw'ibicuruzwa bikuru byo gusesengura uruhu mu gihe kizaza bivuye mu Bushinwa

Moteri yo Kwiga Imashini: Udushya mu Gusuzuma Ibijyanye no Gutwara Abantu

Ikintu kiranga ikirango cya MEICET n'ikirango cyayo ISEMECO ni uko imashini zikoresha uburyo bwo kwigira mu gusesengura uruhu. Binyuze mu gukoresha moderi za ML, izi mashini zishobora kumenya imiterere y'uruhu rwo hejuru n'urwo munsi yarwo mu gihe ziga ku makuru menshi kugira ngo zongere ubuhanga n'ubushobozi bwo guhanura uko igihe kigenda gihita.

Imikoreshereze y'ingenzi y'imashini mu kwigira mu bikoresho bya MEICET:

Gukuramo ibintu byimbitse:Uburyo bw'ubusesenguzi bw'ubwenge bukuramo ibintu bitoroshye, akenshi bitagaragara bifitanye isano n'ubuzima bw'uruhu—nk'ibyangiritse ku mirasire y'izuba, imitsi y'amaraso, n'imikorere ya bagiteri (porphyrin). Ubu bushobozi ni ingenzi mu gutanga isuzuma ryuzuye kandi riboneye ry'imiterere y'uruhu.

Iteganyagihe ry'imyaka n'imiterere:Algorithm za ML zisesengura ibipimo by'uruhu bigezweho kugira ngo zihanure impinduka z'ejo hazaza cyangwa zigapima 'imyaka y'umubiri' w'uruhu ugereranije n'igihe rumaze. Aya makuru agaragaza ko ari ingirakamaro mu gutegura gahunda zo kwirinda no gushishikariza abakiriya gufata ingamba zo kwita ku ruhu rwabo.

Guhuza amoko atandukanye n'amoko menshi:Nk’ikigo mpuzamahanga, Shanghai May Skin Information Technology Co., Ltd. ihugura moderi zayo za ML ku makuru atandukanye ku isi. Ibi byemeza ko ari ingirakamaro kandi ko ari ingirakamaro ku bantu bose bafite uruhu n’amoko atandukanye, ibyo bikaba ari ingenzi kugira ngo isoko ryemerwe ku isi yose kandi riyobore isoko.

Ivugurura rya Algorithme rihoraho:Iyi kompanyi ifata porogaramu yayo yo gusuzuma indwara nk'umusaruro uhora uhinduka. "Gutega amatwi ibitekerezo kugira ngo kunoze imikorere y'ibicuruzwa buri gihe" bishyirwa mu bikorwa binyuze mu mavugurura ya Over-The-Air (OTA), bigatuma amakuru mashya yakusanyijwe ku isi yose yongera guhugura no kunoza moderi z'ingenzi za ML. Ibi byemeza ko ibikoresho biguma ku rwego rwo hejuru mu bumenyi bw'isuzumabumenyi.

Inzira z'Inganda: Imiterere y'Ejo hazaza h'Ubuhanga mu Kubungabunga uruhu

Inganda z’ibikoresho by’ubwiza by’umwuga zirimo gutera imbere vuba, aho ubwenge bw’ubukorano n’ubumenyi bw’amakuru bigira uruhare runini. Isoko ririmo kuva ku bikoresho bya analogi rijya ku binyabuzima byuzuye kandi bifite ubwenge. Shanghai May Skin Information Technology Co., Ltd., yibanda ku buryo bugezweho bwo gusesengura uruhu, ifite umwanya mwiza wo kubyaza umusaruro ibi bintu bishya.

Ingendo z'ingenzi mu nganda zigena ahazaza:

Icyitegererezo cya AI-First Clinic:Mu gihe kiri imbere, gusuzuma indwara hakoreshejwe ubuhanga bwa "AI" bizaba intambwe ya mbere ikenewe muri buri vuriro. Ibi bihindura uruhare rw'inzobere kuva ku gusuzuma indwara zishingiye ku bitekerezo byazo kugeza ku kuba umuhanga mu by'ingamba, hakoreshejwe ubumenyi bwa "ML" kugira ngo ayobore ibyemezo byo kuvura no gucunga ibyo abakiriya biteze.

Uduce tw’ibidukikije tw’ibikoresho bihujwe:Gukenera ko amakuru anyurana neza hagati y’ibikoresho bitandukanye byo gusuzuma indwara n’ibikoresho byo kuvura biri kwiyongera. Ibigo nka Shanghai May Skin, bifite ibicuruzwa byinshi, bifite umwanya mwiza wo gutegura ibisubizo bihuriweho binoza uburyo bwo kuvura no gukurikirana ibisubizo mu nzego zitandukanye.

Amakuru Manini mu Bikoresho Bigenewe Abantu:Isesengura ry'uruhu rishingiye kuri ML ritanga amakuru menshi y'ibice by'ingenzi. Iyi "data nini y'ubwiza" irimo kuba ingirakamaro mu bushakashatsi no guteza imbere ubwiza, bigatuma abakora ibikoresho bashobora gukora ibicuruzwa byihariye kandi bishingiye ku bimenyetso bihuye n'ibyo abantu bakeneye byagaragajwe n'ibikoresho bya MEICET ku isi yose.

Ubujyanama mu bucuruzi bw'ikoranabuhanga n'ubucuruzi:Kubera iterambere ry’ikoranabuhanga rya ML, ubu noneho birashoboka kugisha inama abantu bareba kure. Iyi nzira yemerera ibigo by’ubwiza n’amavuriro kwagura ubwiza bwabo binyuze ku mbuga za interineti, batanga isesengura ry’uruhu ry’umwuga binyuze ku bikoresho bihujwe, igice cy’ingenzi cy’ibicuruzwa by’ingenzi mu gusesengura uruhu mu gihe kizaza bivuye mu Bushinwa.

Ingaruka ku irushanwa rya Shanghai May Skin n'isoko ryayo

Kuva yatangira gukora mu ruganda rusesengura uruhu mu 2008, Shanghai May Skin Information Technology Co., Ltd. yubatse ububiko bukomeye bw'umutungo bwite mu by'ubwenge inashyiraho isoko rigaragara. Imiterere y'iyi sosiyete, irimo ibirango byihariye nka MEICET na ISEMECO, yemerera kwinjira mu isoko mu buryo bwuzuye.

Gusobanura Ibyiza by'ingenzi:

Porogaramu-Ibikoresho Bihuza:Nk’uruganda rukora porogaramu ndetse n’ikigo gitanga serivisi za mudasobwa, ikigo giharanira ko uburyo bwa ML bukoreshwa mu gukora porogaramu zigezweho bukoreshwa mu buryo bwihariye kugira ngo bufashe ibikoresho byacyo gukora amashusho n’amashusho. Ubu buryo bwo guhuza ibikoresho buhagaze ni ingenzi mu kwemeza ko amakuru akoreshwa mu gusuzuma atunganywa n’ibikoresho bya ML ari ay’ukuri kandi ashingiye ku kuri.

Gukusanya amakuru mu myaka icumi ishize:Ifite uburambe bw'imyaka irenga 15 mu nganda zisesengura uruhu, Shanghai May Skin yakusanyije imwe mu masomero manini kandi yihariye y’amakuru y’uruhu ku isoko. Iyi ububiko bunini bw’amakuru bugira uruhare runini mu guhugura no kunoza moderi za ML zigezweho z’ikigo.

Ubuyobozi bw'Umuryango Mpuzamahanga w'Abakozi ba OEM/ODM:Ubushobozi bw'ikigo bwo gutanga serivisi nziza za OEM na ODM bivuze ko amasosiyete akomeye mpuzamahanga ashinzwe ubwiza n'ibikoresho by'ubuvuzi yishingikiriza ku ikoranabuhanga rya Shanghai May Skin nk'ishingiro ry'ibikoresho byabo byo gusuzuma indwara. Ubu buryo bworoshye bwerekana icyizere gishingiye ku ruganda rwa ML n'iruganda rukora.

Ingero z'ibanze z'ishyirwa mu bikorwa:

Udukoresho two gusesengura uruhu dukoresha ML ni ingenzi cyane mu buzima bw'umwuga aho gukora neza ari ingenzi cyane:

Amavuriro y’ubwiza n’ubuvuzi bw’uruhu:Ikoreshwa mu gusuzuma indwara z'uruhu zari zisanzweho, guhindura gahunda zo kuvura (urugero, imikoreshereze ya laser, aho batera inshinge), no gukurikirana uko umurwayi atera imbere mu buryo bw'umubare kugira ngo harebwe akamaro k'ubuvuzi.

Ibigo by'ubuvuzi bya Spas n'ibigo byita ku buzima bwiza:Mu gutanga ibimenyetso birambuye kandi bigaragara byerekana imiterere y'uruhu, ibi bikoresho byongera cyane ubunararibonye bw'umukiriya kandi byemeza serivisi nziza cyane.

Amaduka n'Amaduka y'Ibicuruzwa by'Icyuma:Isesengura ry'uruhu rishingiye ku ML rihindura inama mu biganiro byo ku rwego rw'impuguke, rituma habaho inama ku bicuruzwa byihariye byongera igipimo cyo guhindura uruhu hashingiwe ku bikenewe bishingiye ku makuru.