Kakaretso:
Ho lemoha ha leukemia pele ho nako le kotsi e fokotsehileng ho bophelo bo botle ba batho ho ka bakoa ke ho kopanngoa ha lihlopha tse fapaneng tsa tlhahlobo ea litšoantšo le liphello tsa liteko tsa kliniki.. Tlhahlobo ea litšoantšo e itšetlehile ka li-algorithms tse sebetsang hantle le tse tšepahalang ho etsa likahlolo tse ngata ho data ea setšoantšo. Sengoliloeng sena se hlahisa moralo le ts'ebetsong ea palo e sebetsang hantle le e phahameng ea leukemia cell count le cluster classification algorithm ho ipapisa le lipalo-palo tsa leukemia sebakeng sa pono.. Algorithm e arotsoe ka mekhahlelo e 'meli: (1) mokhahlelo oa ho tsebahatsa lisele le (2) mokhahlelo oa ho arola lisele le ho hlahloba. Mokhahlelo oa ho khetholla lisele ka nepo o arola bokamorao le lerata ho tsoa ho lipikselse tse ka pele. Ho hlahisoa lebokose la moeli le koalang lipikselse tse ka pele tse khethollang lisele tsohle tse ka thoko le lihlopha tsa lisele.. Sehlopha sa lisele le sethala sa tlhahlobo se sebelisa li-profiles tsa matla a lehlakoreng le le leng tse sebetsang e le merero ea ho saena ho arola lisele tse arohaneng le lihlopha tsa lisele le ho lekola palo e felletseng ka har'a sehlopha ka seng.. Algorithm e entsoeng e lekoa ka litšoantšo tse fapaneng tsa lisele tsa leukemia tse fapaneng ka maemo a ho fumana litšoantšo, boholo ba setšoantšo, boholo ba lisele, kabo e matla, le boleng ba setšoantšo. Algorithm e sisintsoeng e bonts'a bokhoni bo botle ba ho sebetsana le litšoantšo tse ntle le tse sa nepahalang ka ho nepahala ha karolelano ea 91% le karolelano ea nako ea ho sebetsa ea 3 s. Ts'ebetso ea algorithm e reriloeng ha e bapisoa le li-algorithms tse sa tsoa hatisoa le sesebelisoa sa tlhahlobo ea litšoantšo tsa khoebo e netefatsa ho tiea ha eona..

Brinda Prasad le Wael Badawy, “Identification High-Throughput and Classification Algorithm for Leukemia Population Statistics,” Journal of Imaging Science and Technology 52(3), 2008.

Kopana le lenane la tse ling Lingoliloeng tsa Lingoliloeng tsa Lithaka