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Quantifying imbalanced classification methods for leukemia detection

Author(s): Depto DS; Rizvee MM; Rahman A; Zunair H; Rahman MS; Mahdy MRC;

Uncontrolled proliferation of B-lymphoblast cells is a common characterization of Acute Lymphoblastic Leukemia (ALL). B-lymphoblasts are found in large numbers in peripheral blood in malignant cases. Early detection of the cell in bone marrow is essential as the disease progresses rapidly if left untreated. However, automated classification of the cell is ...

Article GUID: 36516574


A comparative analysis of deep learning architectures on high variation malaria parasite classification dataset.

Author(s): Rahman A, Zunair H, Reme TR, Rahman MS, Mahdy MRC

Malaria, one of the leading causes of death in underdeveloped countries, is primarily diagnosed using microscopy. Computer-aided diagnosis of malaria is a challenging task owing to the fine-grained variability in the appearance of some uninfected and infected class. In this paper, we transform a malaria parasite object detection dataset into a classificat ...

Article GUID: 33465520


Characterization of Phase I and Glucuronide Phase II Metabolites of 17 Mycotoxins Using Liquid Chromatography-High-Resolution Mass Spectrometry

Author(s): Slobodchikova I; Sivakumar R; Rahman MS; Vuckovic D;

Routine mycotoxin biomonitoring methods do not include many mycotoxin phase I and phase II metabolites, which may significantly underestimate mycotoxin exposure especially for heavily metabolized mycotoxins. Additional research efforts are also needed to measure metabolites in vivo after exposure and to establish which mycotoxin metabolites should be prio ...

Article GUID: 31344861


Detecting glycogen in peripheral blood mononuclear cells with periodic acid schiff staining.

Author(s): Tabatabaei Shafiei M, Carvajal Gonczi CM, Rahman MS, East A, François J, Darlington PJ

Detecting glycogen in peripheral blood mononuclear cells with periodic acid schiff staining.
J Vis Exp. 2014 Dec 23;(94):
Authors: Tabatabaei Shafiei M, Carvajal Gonczi CM, Rahman MS, East A, François J, Darlington PJ
Abstract
Periodic acid Schiff (PAS) staining is an immunohistochemical technique used on muscle biopsies and as a diagnosti ...

Article GUID: 25548935


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