Uhlolojikelele
I-AI ku-cardiology isebenzisa ukufunda komshini ukufunda ama-ECG, ama-echocardiograms, nezikena zenhliziyo ngokushesha futhi ngokuvamile kunembe kakhulu kuneso lomuntu lodwa. Kubalulekile ngoba isifo senhliziyo siyimbangela yokufa ehamba phambili emhlabeni, futhi ukutholakala kusenesikhathi kusindisa izimpilo.
I-AI ku-Cardiology isebenzisa i-AI ezindaweni eziqondene nesizinda lapho imithethonqubo, ukusebenza, kanye nokubekezelela ubungozi kubumbe kakhulu ukukhetha kokuklama.
I-Deep Dive
I-Cardiology ingenye yezinkambu zemithi ezinothe kakhulu kwedatha, okwenza ilungele i-AI. Amanethiwekhi ajulile e-neural manje ahlaziya ama-ECG aholayo angu-12 ukuze ahlabe umkhosi nge-atrial fibrillation, abikezele ukwehluleka kwenhliziyo, futhi aze alinganisele ubudala besiguli kanye nobulili kusukela ku-waveform. Ucwaningo lwe-Mayo Clinic oluyingqopha-mlando lubonise ukuthi i-AI ikwazi ukubona ukungasebenzi kahle kwe-left-ventricular ku-ECG ebukeka evamile. Ku-echocardiography, i-AI yenza ngokuzenzakalelayo isilinganiso se-ejection-fraction, yehlisa ukuhluka phakathi kochwepheshe. Izinto ezigqokwayo ezifana ne-Apple Watch zisebenzisa ama-algorithms e-ECG aholayo ukuze axwayise abasebenzisi ngesigqi esingajwayelekile. I-AI iphinda ifunde ama-angiogram e-coronary CT ukuze ilinganise uqweqwe loqwembe bese ihlola iziguli ezinobuhlungu besifuba ku-ER, isize odokotela benhliziyo ukuthi babeke phambili izimo ezigula kakhulu kuqala.
I-Technical Insight
Iningi le-cardiac AI lincike kumanethiwekhi e-convolutional neural aqeqeshwe ezigidini zamasignali anelebula noma izithombe. I-ECG, isibonelo, iphathwa njengochungechunge lwesikhathi lwamasampula kagesi; inethiwekhi ifunda amaphethini e-morphological acashile (njengezinguquko ze-microvolt T-wave) abantu abangenakukwazi ukuzibona ngokuthembekile. Amamodeli e-Echo kanye ne-CT ngokuvamile asebenzisa izakhiwo ezisekelwe ku-3D noma zevidiyo ukuze alandelele inhliziyo eshayayo kuwo wonke amafreyimu, ahlukanise amagumbi ngokuzenzakalelayo ukuze ubale amavolumu nokugeleza.
I-Mastering AI ku-Cardiology
I-AI ku-cardiology isebenzisa ukufunda komshini ukufunda ama-ECG, ama-echocardiograms, nezikena zenhliziyo ngokushesha futhi ngokuvamile kunembe kakhulu kuneso lomuntu lodwa. Kubalulekile ngoba isifo senhliziyo siyimbangela yokufa ehamba phambili emhlabeni, futhi ukutholakala kusenesikhathi kusindisa izimpilo. I-AI ku-Cardiology isebenzisa i-AI ezindaweni eziqondene nesizinda lapho imithethonqubo, ukusebenza, kanye nokubekezelela ubungozi kubumbe kakhulu ukukhetha kokuklama. Ukuze wakhe ukuqonda okujulile, phatha i-AI ku-Cardiology njengemodeli yokusebenza, hhayi isici esisodwa: chaza imiphumela efiselekayo, ucacise ukucabanga, futhi uhlukanise lokho uhlelo olungakwenza ngokwethembeka kulokho okusadinga ukwahlulela kochwepheshe.
Empeleni, amaqembu aqinile asebenzisa i-AI kuCardiology aqondisa amandla obuchwepheshe nenqubomgomo yesizinda, ukucwaningwa kwamabhuku, kanye nokuthatha izinqumo okuphambili. Babhala imibandela yempumelelo ecacile, ukuhlola okuqhathaniswa nedatha engokoqobo nokugeleza komsebenzi, futhi baphindaphinde ngokusekelwe kumaphethini okuhluleka aqashiwe esikhundleni sokuwina kwebhentshimakhi yesikhathi esisodwa. Yilapho ukuqonda kwethiyori kuguquka kube amandla ahlala njalo kuwo wonke umkhiqizo, inqubomgomo, kanye nokusebenza.
Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso. Ngesikhathi esifanayo, izimfuneko Zokulawula zingenza ama-prototypes aqine ngenye indlela. Indlela eqine kakhulu iwukuhlanganisa isivinini sokuhlola nesiyalo sokuphatha: qhuba abashayeli bezindiza, bamba ubufakazi, ushicilele amalogi ezinqumo, futhi ubuyekeze izivikelo ngokuqhubekayo njengoba imodeli yokuziphatha, okulindelwe ngabasebenzisi, kanye nezimfuneko zokulawula zishintsha.
I-Strategic Impact
Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso.
Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Imikhawulo yesizinda ithonya izilinganiso zamaphutha ezamukelekayo namamodeli wokugada.
Imikhawulo yesizinda ithonya izilinganiso zamaphutha ezamukelekayo namamodeli wokugada. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuthunyelwa okuphumelelayo kuqondanisa amandla obuchwepheshe nokugeleza komsebenzi okuphambili.
Ukuthunyelwa okuphumelelayo kuqondanisa amandla obuchwepheshe nokugeleza komsebenzi okuphambili. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuqaliswa Komhlaba Wangempela
I-Apple Watch ne-KardiaMobile zisebenzisa ama-algorithms e-ECG eholayo eyodwa ukuthola i-atrial fibrillation kanye nabagqoki abaqaphile ukuze babonane nodokotela.
I-AI-ECG ye-Mayo Clinic ihlola ama-ECG abonakala ejwayelekile ukuze kufihlwe ukumpompa kwenhliziyo okubuthakathaka (ingxenyana yokukhipha okuphansi).
I-Cleerly ne-HeartFlow ihlaziya izikena ze-coronary CT ukuze kulinganise i-artery plaque nokuvinjelwa ngaphandle kwe-catheterization ehlaselayo.
Amazwibela we-AI yezempilo iqondisa abahlengikazi ngesikhathi sangempela ukuthi bathwebule izithombe ze-echocardiogram zekhwalithi yokuxilonga eceleni kombhede.
Amaphethini Okusebenzisa
I-AI ku-Cardiology ekusebenzeni
I-Apple Watch ne-KardiaMobile zisebenzisa ama-algorithms e-ECG eholayo eyodwa ukuthola i-atrial fibrillation kanye nabagqoki abaqaphile ukuze babonane nodokotela.
I-Apple Watch ne-KardiaMobile zisebenzisa ama-algorithms e-ECG ahola phambili ukuthola i-atrial fibrillation kanye nabagqoki abaqaphile ukuze babone udokotela Amathimba ngokuvamile athola imiphumela engcono lapho echaza imingcele yekhwalithi ngaphambili, agcina indlela yokukhuphuka komuntu ngamacala asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI ku-Cardiology ekusebenzeni
I-AI-ECG ye-Mayo Clinic ihlola ama-ECG abonakala ejwayelekile ukuze kufihlwe ukumpompa kwenhliziyo okubuthakathaka (ingxenyana yokukhipha okuphansi).
I-AI-ECG ye-Mayo Clinic ihlola ama-ECG abonakala ejwayelekile okumpompa inhliziyo okubuthakathaka (ingxenyana yokukhipha i-low ejection) Amathimba ngokuvamile athola imiphumela engcono lapho echaza izilinganiso zekhwalithi ngaphambili, egcina indlela yokukhuphuka komuntu yezimo ezibucayi, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI ku-Cardiology ekusebenzeni
I-Cleerly ne-HeartFlow ihlaziya izikena ze-coronary CT ukuze kulinganise i-artery plaque nokuvinjelwa ngaphandle kwe-catheterization ehlaselayo.
I-Cleerly ne-HeartFlow ihlaziya ama-coronary CT scans ukuze kulinganise ukwakheka kwe-artery plaque kanye nokuvinjwa ngaphandle kokuhlasela kwe-catheterization Amathimba ngokuvamile athola imiphumela engcono lapho echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka komuntu yezimo ezibucayi, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI ku-Cardiology ekusebenzeni
Amazwibela we-AI yezempilo iqondisa abahlengikazi ngesikhathi sangempela ukuthi bathwebule izithombe ze-echocardiogram zekhwalithi yokuxilonga eceleni kombhede.
I-AI ye-Caption Health's iqondisa abahlengikazi ngesikhathi sangempela ukuze bathwebule izithombe ze-echocardiogram zekhwalithi yokuxilonga eceleni kombhede Amathimba ngokuvamile athola imiphumela engcono lapho echaza ikhwalithi ephezulu ngaphambili, egcina indlela yokukhuphuka yomuntu yamacala abucayi, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Izingozi & Guardrails
Izidingo zokulawula zingenza ama-prototypes aqine ngenye indlela.
Idatha yomlando ingase ihlanganise ukuchema okulimaza imiphakathi ethile.
Izinhlelo zefa zingakha izithiyo zokuhlanganisa kanye nezindleko ezifihliwe.
Ukuqalisa Umhlahlandlela
Bandakanya ochwepheshe besizinda kusukela ekufakeni inkinga kuye ekuhlolweni.
Bandakanya ochwepheshe besizinda kusukela ekufakeni inkinga kuye ekuhlolweni. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Dizayina izindlela zokuhlola kanye nemibhalo ngaphambi kokwethulwa.
Dizayina izindlela zokuhlola kanye nemibhalo ngaphambi kokwethulwa. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Qinisekisa ukuthobela imithetho nokuphepha kusenesikhathi.
Qinisekisa ukuthobela imithetho nokuphepha kusenesikhathi. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Khipha ngezigaba ngemibandela yokumisa ecacile neyokubuyisela emuva.
Khipha ngezigaba ngemibandela yokumisa ecacile neyokubuyisela emuva. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.