Kusintha kwa AI kwatsegula njira zodziwikiratu m'dera lochititsa chidwi la uinjiniya wa biomedical, pomwe sayansi imakumana ndi zatsopano.
AI yasintha gawo lazaumoyo chifukwa cha kuthekera kwake kosayerekezereka kusanthula kuchuluka kwa data ndikuzindikira njira zobisika.
AI yakhala mphamvu yotsogolera zaka zatsopano zaumisiri wachilengedwe, kuyambira pakuzindikira matenda mosayerekezeka mpaka pakumanga ma prostheses apamwamba kwambiri omwe amalumikizana bwino ndi thupi la munthu.
Lowani nane pamene tikufufuza dziko losangalatsa la AI ndi zojambula zamakono, kuvula bwikalo bwetu bwa kulenga, kupwila, ne kubula moyo.
Konzekerani kusangalatsidwa pamene tikuyamba ulendo womwe kuthekera kwaumunthu kumakhala mwamtendere ndi luntha lochita kupanga.
Chifukwa chake, tiyeni tiwone zomwe ndi zitsanzo za kuphatikiza kwa AI ndi uinjiniya wa biomedical.
Ma Robot a Zaumoyo
AI ndiyofunikira pantchito yamaloboti azaumoyo chifukwa imapatsa zodabwitsa zamakinawa kuthekera kozindikira, kuwunika, ndikusintha munthawi yeniyeni.
Ganizirani gawo la ma robotiki opangira opaleshoni, pomwe maloboti otsogozedwa ndi AI asintha momwe njira zovuta zimachitikira.
Chitsanzo chodziwika bwino cha ma robotiki othandizidwa ndi AI ndi da Vinci Opaleshoni System, yomwe imalola madokotala ochita opaleshoni kuchita njira zochepetsera pang'ono ndi zolondola kwambiri komanso zolondola.
Mwa kuphatikiza chidziwitso cha dotoloyo ndi kayendedwe ka makina ndi kujambula kwa 3D, maopaleshoni okhudzidwa monga opareshoni yamtima ndi kuchotsa chotupa tsopano akhoza kumalizidwa ndi liwiro losayerekezeka komanso kutsika kowopsa.
Komabe, maloboti azaumoyo samathera patebulo lothandizira.
Maloboti okonzanso, monga EksoGT exoskeleton, agwiritsa ntchito nzeru zochita kupanga kuthandiza anthu kukonzanso.
Ma robotic exoskeletons awa, omwe amavalidwa ndi odwala omwe sakuyenda pang'ono, amagwiritsa ntchito ma AI algorithms kuti awerenge zolinga za kayendetsedwe kake ndikupereka chithandizo chofunikira poyenda kapena kuchita ntchito zokonzanso.
Ubale wa symbiotic uwu pakati pa anthu ndi maloboti umabweretsa zotheka zomwe sitinaganizirepo kale, kusintha malire a zomwe timaganiza kuti zingatheke.
Kukula kwa Mapuloteni
Ntchito yayikulu ikadali yovuta kwa asayansi ndi mainjiniya pagawo lochititsa chidwi la engineering biomedical: kumvetsetsa kuvina kosakhwima kwa mapuloteni opinda.
Kapangidwe kake kameneka, kamene kamapangidwa ndi mapuloteni okhala ndi mbali zitatu, kumakhala chinsinsi chovumbulutsa zinsinsi za moyo ndikusintha chitukuko cha mankhwala.
Ndi kukhazikitsidwa kwa Artificial Intelligence (AI), wothandizana nawo wamphamvu adawuka, wokonzeka kuthetsa chinsinsi cha kupukutira kwa mapuloteni molondola kwambiri komanso mwachangu.
Zithunzi za DeepMind AlphaFold ndi chitsanzo chosintha masewera cha luso la AI pakupanga mapuloteni.
AlphaFold amagwiritsa ntchito njira yophunzirira mozama kulosera zamagulu a mapuloteni mwatsatanetsatane modabwitsa, kuphatikiza kuchuluka kwa mapuloteni okhala ndi ma neural network amphamvu.
AlphaFold yagonjetsa chimodzi mwazopinga zovuta kwambiri mu biology ya maselo pogwiritsa ntchito mphamvu ya AI, kupatsa asayansi chidziwitso chofunikira pakugwira ntchito kwa mapuloteni ndi khalidwe.
Epidemiological Data Inference
Kutha kusonkhanitsa ndi kusanthula kuchuluka kwa data ndikofunikira pakumvetsetsa ndikuwongolera kufala kwa matenda muumisiri wa biomedical.
Lowetsani chidziwitso cha epidemiological data, mutu womwe mphamvu ya AI imaphatikiza ndi uinjiniya wachilengedwe, kusintha luso lathu lolosera ndikuwongolera njira za miliri.
Akatswiri a Epidemiologists tsopano atha kutulutsa zidziwitso zamtengo wapatali m'maseti akulu pogwiritsa ntchito ma aligorivimu amakono apakompyuta ndi njira zophunzirira zamakina, ndikuwulula machitidwe ndi mphamvu zamatenda opatsirana molondola kwambiri.
AI ndiyofunikira pakuwunika kwa data ya epidemiological chifukwa imalola ochita kafukufuku kusanthula ma dataset akuluakulu ndikuzindikira kulumikizana kobisika pakati pa zinthu zosiyanasiyana zomwe zimathandizira kufalitsa matenda.
Kuphatikizika kwa AI ndi uinjiniya wachilengedwe kumathandizira kuzindikira machitidwe ofunikira komanso zoopsa zomwe zimakhudza kufalikira kwa matenda, kuthandizira kupanga njira zolumikizirana komanso mfundo zaumoyo wa anthu.
Ofufuza atha kugwiritsa ntchito ma algorithms oyendetsedwa ndi AI kuti asamangotsatira kusinthika kwa miliri munthawi yeniyeni komanso kuyembekezera kufalikira kwamtsogolo, kulola kuchitapo kanthu koyambirira komanso kothandiza.
Katswiri Wopangira Upangiri Wachipatala
M'malo azachipatala, pomwe zisankho zimakhala ndi zotulukapo zazikulu, chithandizo choyenera, ndi malingaliro enieni ndizofunikira.
Katswiri wamakina a AI amalowa pachithunzichi, akusintha momwe ogwira ntchito zachipatala amadutsa zovuta zachipatala.
matekinoloje amenewa akhala ogwirizana kwambiri ndi leveraging mphamvu ya Nzeru zochita kupanga (AI), kupereka malingaliro ozikidwa paumboni, komanso kukulitsa luso la azaumoyo.
IBM Watson wa Zofufuza ndi chitsanzo chodziwika bwino cha Katswiri wa AI.
Dongosolo loyendetsedwa ndi AIli limasanthula mabuku ambiri azachipatala, zidziwitso za odwala, komanso malingaliro amankhwala kuti apatse odwala khansa njira zina zochizira payekhapayekha.
Watson for Oncology imapatsa akatswiri a oncology kuzindikira kwathunthu pophatikiza ndi kukumba magwero angapo azinthu, kuwalola kupanga zisankho zamaphunziro zogwirizana ndi momwe wodwala aliyense alili.
Mgwirizano wodabwitsawu wa ukatswiri wa anthu ndi luntha la AI umapatsa ogwira ntchito yazaumoyo chithandizo chowonjezera, chomwe chimatsogolera ku zotsatira zabwino za odwala.
Ubongo-Computer Interface ndi Neuroprosthetics
Brain-Computer Interface (BCI) ndi Neuroprosthetics ndizinthu zopangidwa zomwe zimatsekereza kusiyana pakati pa malingaliro ndi makina pamphambano za AI ndi biomedical engineering.
Ukadaulo wotsogola uwu umatsekereza kusiyana pakati pa ubongo wamunthu ndi zida zakunja, kutsegulira mwayi kwa omwe ali ndi vuto ndi matenda amitsempha.
Machitidwe a BCI ndi ma neuroprosthetics amagwiritsa ntchito ma algorithms a AI kuti athe kulumikizana mwachindunji pakati pa ubongo ndi zida zakunja, kubwezeretsa magwiridwe antchito ndikuwongolera moyo wabwino.
Makina a BCI, omwe amayendetsedwa ndi AI, amathandizira anthu kuwongolera zida zamagetsi kapena kulumikizana ndi makompyuta mwachindunji ndi malingaliro awo.
Ma algorithms apamwamba amagwiritsidwa ntchito m'makinawa kusanthula ma neural sign omwe amasonkhanitsidwa kuchokera muubongo ndikuwasintha kukhala malamulo omwe atha kuchitidwa ndi zida zakunja.
Pankhani yaukadaulo wothandizira, mwachitsanzo, ma BCI oyendetsedwa ndi AI alola anthu olumala kuti ayambenso kuyenda mwa kuwongolera miyendo ya robotic kapena ma exoskeleton kudzera muubongo wawo.
Ukadaulo wa BCI umapereka ufulu wodziyimira pawokha komanso kudziyimira pawokha kwa anthu omwe ali ndi zofooka zakuthupi pozindikira chilankhulo cholemera chaubongo.
Kugwiritsiridwa ntchito kwina kosangalatsa kwa AI mu uinjiniya wa biomedical ndi neuroprosthetics, yomwe imaphatikizapo kupanga zida zomangira zomwe zimalumikizana ndi dongosolo lamanjenje.
Zidazi, zomwe nthawi zambiri zimayendetsedwa ndi ma aligorivimu a AI, zimatha kulimbikitsa ubongo kapena minyewa yozungulira kuti ibwezeretsenso magwiridwe antchito otayika kapena magalimoto.
Ma implants a Cochlear, mwachitsanzo, amagwiritsa ntchito ma algorithms oyendetsedwa ndi AI kuti amasulire zolowetsa zomveka muzinthu zamagetsi zomwe zimalimbikitsa minyewa yamakutu, zomwe zimapangitsa kuti omwe ali ndi vuto lakumva azitha kumva mawu.
Momwemonso, miyendo yopangidwa ndi AI yoyendetsedwa ndi AI imatha kuwongoleredwa mwachindunji ndi zikhumbo zaubongo kuchokera kwa wogwiritsa ntchito, kupereka choloŵa m'malo mwamoyo komanso mwachilengedwe cha ziwalo zomwe zikusowa.
Biomedical Image Analysis
Kutanthauzira kwa zithunzi zachipatala ndikofunikira pakuzindikiritsa, kukonza chithandizo, ndi kafukufuku mu gawo lochititsa chidwi la uinjiniya wa biomedical.
Biomedical Image Analysis, chilango champhamvu chomwe chimagwiritsa ntchito ma algorithms apamwamba ndi Artificial Intelligence (AI), ikusintha momwe zithunzi zachipatala zimasinthidwa ndikugwiritsidwira ntchito.
Ofufuza ndi azachipatala atha kudziwa bwino momwe ma anatomical amapangidwira komanso njira zamatenda potengera mawonekedwe ndi mawonekedwe ake m'njira zosiyanasiyana zamaganizidwe monga MRI, CT scans, ndi ma microscopes.
Kusanthula kwazithunzi za biomedical kwafika pamtunda wosayerekezeka chifukwa cha kupita patsogolo kwakukulu mu AI.
Modern ma algorithms ndi kuphunzira mozama njira zimalola kuti zidziwike zokha, kugawa magawo, ndikuyika m'magulu a mawonekedwe a anatomical, zotupa, ndi zolakwika pazithunzi zachipatala.
Mayankho opangidwa ndi AIwa amawongolera kulondola kwa matenda ndikuchita bwino, kuthandiza madokotala kupanga zisankho zodziwika bwino komanso kupititsa patsogolo chisamaliro cha odwala.
Kuphatikiza apo, kusanthula kwazithunzi zazachilengedwe ndikofunikira pakufufuza zamankhwala chifukwa kumathandizira kusanthula kwachulukidwe ndikutsata momwe matenda akuyendera, zomwe zimapangitsa kuti pakhale njira zatsopano zochizira komanso kuyang'anira zotsatira zachipatala.
Directed Evolution
Directed Evolution imatuluka ngati chida champhamvu pankhani ya uinjiniya wa biomedical, pomwe luso laukadaulo ndi zopambana zasayansi zimaphatikizana, zomwe zimatha kusintha mawonekedwe a kafukufuku wamankhwala ndikupeza mankhwala.
Directed Evolution imagwiritsa ntchito mfundo za chisinthiko cha Darwin, zolimbikitsidwa ndi luso la Artificial Intelligence (AI), kuti apange mapuloteni okhala ndi mawonekedwe abwino komanso magwiridwe antchito apadera.
Directed Evolution, pophatikiza mphamvu zakulenga za ma algorithms a AI ndi makina achilengedwe a chisinthiko, zimatsegula chitseko kumayiko omwe kale anali osaganizirika a mankhwala opangidwa, biomatadium, ndi michere.
AI ndiyofunikira pakuwongolera ndikufulumizitsa njira ya Directed Evolution.
AI imatha kuyang'ana mwanzeru danga lalikulu lotsatizana pogwiritsa ntchito mitundu yowerengera komanso makina kuphunzira algorithms kulosera zakusintha kwa masinthidwe ndikuwongolera kusankha kwamitundu yokhala ndi zomwe mukufuna.
Kugwiritsiridwa ntchito kwa AI mu Directed Evolution kumathandizira ofufuza kuti afufuze mwadongosolo kaphatikizidwe ka mapuloteni, kupeza matsatidwe abwino kwambiri, ndikusintha mawonekedwe a protein kuti agwirizane ndi zofunikira zamankhwala.
Kuphatikiza kwa AI ndi Directed Evolution kuli ndi lonjezo lalikulu lopanga ma enzymes opanga mankhwala, kukonza njira zochiritsira zolimbana ndi ma antibody, ndikupanga ma biomaterials okhala ndi mawonekedwe apadera, omwe angathe kusintha gawo la uinjiniya wa biomedical.
Kusanthula Mayendedwe
Kuchuluka kwazinthu zotsatizana zomwe zapangidwa mu kafukufuku wazachilengedwe zatsimikizira kuti ndizopindulitsa ku machitidwe a AI.
Zitsanzo zobisika za Markov ndi maukonde ozama a neural, mwachitsanzo, amatha kuthana ndi kusanthula zidziwitso zazikuluzikulu zama genetic mosayerekezeka.
Kusanthula kwa Sequence Analysis mu mankhwala a genomic kumathandizira kuzindikira kusintha kwa majini komwe kumalumikizidwa ndi matenda, kuthandizira kuzindikira kwa odwala komanso chithandizo chamunthu payekha.
Kuphatikiza apo, ma aligorivimu oyendetsedwa ndi AI amatha kuyembekezera mapangidwe a mapuloteni ndi magwiridwe antchito potengera kutsata kwa amino acid, kupereka zidziwitso zofunikira pakuchita kwawo paumoyo ndi matenda.
Kuphatikiza apo, njira zanzeru zopangapanga zathandizira kutsata kutsata ndi kufananitsa, zomwe zapangitsa ochita kafukufuku kuzindikira kugwirizana kwachisinthiko ndi madera otetezedwa ku mitundu yonse ya zamoyo.
Njira yofananira ya ma genomics iyi imathandizira pakufufuza zazovuta za cholowa komanso kusintha kwachisinthiko.
Kuphatikiza apo, AI yoyendetsedwa ndi Sequence Analysis yathandizira pakupanga makina apakompyuta opezeka ndi kupanga mankhwala, kulola kuzindikirika kwa omwe akuyembekezeka kutsata mankhwalawo komanso kulosera zamgwirizano wamankhwala ndi mamolekyu omwe akutsata.
Kutsiliza
AI sichidzangowonjezera luso la anthu m'tsogolomu, komanso idzakulitsa chidziwitso chathu chonse komanso kumvetsetsa zovuta za moyo.
Titha kuyembekezera kupita patsogolo pakupeza mankhwala chifukwa cha kuthekera kwa AI kuphatikizira chidziwitso chachikulu ndikuwulula zomwe tikuyembekezera komanso zophatikiza.
Kuphatikiza kwa AI ndi biomedical engineering kumathandizira kuyeserera kwachipatala, kuthetsa zolakwika za matenda, ndikutulutsa kuthekera kwamankhwala osinthidwa makonda, kulola kuti chithandizo chikhale chogwirizana ndi chibadwa cha wodwala aliyense.
Pamene ulendo wamtsogolo wa AI ndi uinjiniya wa biomedical ukupita patsogolo, zotheka ndizosatha.
Ukadaulo wotsogola ndi machitidwe adzasintha chisamaliro chaumoyo, kuwongolera zotulukapo za odwala, ndikusintha moyo wathu wamba pomwe ukadaulo ukupita patsogolo.
Ukatswiri wa zamankhwala utitsogolera mtsogolo momwe zinsinsi za moyo zimavumbulidwa, matenda amagonjetsedwera, ndipo anthu atsala pang'ono kuwongolera chisamaliro chaumoyo pogwiritsa ntchito mphamvu zosinthira za AI.
Siyani Mumakonda