Abstract:
Kev tshawb pom ntxov ntawm leukemia thiab txo kev pheej hmoo rau tib neeg kev noj qab haus huv tuaj yeem tshwm sim los ntawm kev sib koom ua ke ntawm cov duab tsom xam nrog cov txiaj ntsig kev soj ntsuam.. Kev txheeb xyuas duab tso siab rau kev ua tau zoo thiab txhim khu kev qha ua cov txheej txheem los txiav txim kom muaj nuj nqis ntawm cov ntaub ntawv duab. Tsab ntawv xov xwm no nthuav tawm cov qauv tsim thiab kev siv ntawm qhov ua tau zoo thiab muaj txiaj ntsig zoo ntawm leukemia cell suav thiab pawg cais cov txheej txheem kom tau txais kev txheeb xyuas cov neeg mob leukemia hauv thaj chaw saib. Lub algorithm muab faib ua ob theem: (1) lub cell identification theem thiab (2) lub cell faib thiab soj ntsuam theem. Lub xov tooj ntawm tes qhia theem kom raug ntu ntu tom qab thiab suab nrov ntawm cov pixels pem hauv ntej. Ib lub thawv ciam teb yog tsim los kaw lub foreground pixels txheeb xyuas tag nrho cov cell cais thiab pawg cell. Kev faib tawm ntawm tes thiab qib tshuaj ntsuam xyuas siv ib-seem siv qhov profile uas coj tus cwj pwm kos npe rau cais cov cell cais tawm ntawm pawg cell thiab ntsuas tag nrho suav hauv txhua pawg.. Tus tsim algorithm yog kuaj nrog ntau yam leukemia cell dluab uas txawv nyob rau hauv cov duab nrhiav tau., daim duab loj, cell loj, kev siv zog faib, thiab duab zoo. Lub tswv yim algorithm qhia tau tias muaj peev xwm zoo hauv kev ua cov duab zoo tagnrho thiab tsis zoo nrog qhov tseeb ntawm qhov nruab nrab. 91% thiab nruab nrab ua lub sij hawm ntawm 3 s. Kev ua tau zoo ntawm qhov kev thov algorithm nyob rau hauv kev sib piv rau nyuam qhuav luam tawm algorithms thiab coj mus muag duab tsom xam cov cuab yeej ntxiv ascertains nws robustness.

Brinda Prasad thiab Wael Badawy, “High-Throughput Identification thiab Classification Algorithm rau Leukemia Population Statistics,” Phau ntawv Journal of Imaging Science thiab Technology 52(3), 2008.

Txuas mus rau cov npe ntawm lwm tus Peer Journal Publications