Automatic classification and segmentation of blast cells using deep transfer learning and active contours

IntroductionAcute lymphoblastic leukemia (ALL) presents a formidable challenge in hematological malignancies, necessitating swift and precise diagnostic techniques for effective intervention. The conventional manual microscopy of blood smears, although widely practiced, suffers from significant limi...

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Bibliographic Details
Published in:INTERNATIONAL JOURNAL OF LABORATORY HEMATOLOGY
Main Authors: Ametefe, Divine Senanu; Sarnin, Suzi Seroja; Ali, Darmawaty Mohd; Ametefe, George Dzorgbenya; John, Dah; Aliu, Abdulmalik Adozuka; Zoreno, Zadok
Format: Article; Early Access
Language:English
Published: WILEY 2024
Subjects:
Online Access:https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001217192100001