A review on traditional machine learning and deep learning models for WBCs classification in blood smear images
In computer vision, traditional machine learning (TML) and deep learning (DL) methods
have significantly contributed to the advancements of medical image analysis (MIA) by …
have significantly contributed to the advancements of medical image analysis (MIA) by …
Detection and classification of immature leukocytes for diagnosis of acute myeloid leukemia using random forest algorithm
S Dasariraju, M Huo, S McCalla - Bioengineering, 2020 - mdpi.com
Acute myeloid leukemia (AML) is a fatal blood cancer that progresses rapidly and hinders
the function of blood cells and the immune system. The current AML diagnostic method, a …
the function of blood cells and the immune system. The current AML diagnostic method, a …
[PDF][PDF] Implementasi K-Nearest Neighbor untuk Klasifikasi Bunga Dengan Ekstraksi Fitur Warna RGB
L Farokhah - Jurnal Teknologi Informasi dan Ilmu Komputer (JTIIK), 2020 - academia.edu
Era computer vision merupakan era dimana komputer dilatih untuk bisa melihat,
mengidentifikasi dan mengklasifikasi seperti kecerdasan manusia. Algoritma klasifikasi …
mengidentifikasi dan mengklasifikasi seperti kecerdasan manusia. Algoritma klasifikasi …
Classification of atypical white blood cells in acute myeloid leukemia using a two-stage hybrid model based on deep convolutional autoencoder and deep …
TA Elhassan, MS Mohd Rahim, MH Siti Zaiton… - Diagnostics, 2023 - mdpi.com
Recent advancements in artificial intelligence (AI) have led to numerous medical
discoveries. The field of computer vision (CV) for medical diagnosis has received particular …
discoveries. The field of computer vision (CV) for medical diagnosis has received particular …
[HTML][HTML] An efficient algorithm for detection of white blood cell nuclei using adaptive three stage PCA-based fusion
M Makem, A Tiedeu - Informatics in Medicine Unlocked, 2020 - Elsevier
Morphological analysis of white blood cells under a microscope is a crucial laboratory
procedure for the diagnosis of several diseases including leukemia. This process is …
procedure for the diagnosis of several diseases including leukemia. This process is …
Utilization of K-nearest neighbor algorithm for classification of white blood cells in AML M4, M5, and M7
Acute myeloid leukemia (AML) M4, M5, and M7 are subtypes of leukemia derived from
myeloid cell derivatives that influences the results of the identification of AMLs, which …
myeloid cell derivatives that influences the results of the identification of AMLs, which …
Image segmentation of acute myeloid leukemia using multi otsu thresholding
Abstract Acute Myeloid Leukemia (AML) can be identified by utilizing image processing. The
stages used in the image processing process include preprocessing, segmentation, and …
stages used in the image processing process include preprocessing, segmentation, and …
CAE-ResVGG FusionNet: A Feature Extraction Framework Integrating Convolutional Autoencoders and Transfer Learning for Immature White Blood Cells in Acute …
Acute myeloid leukemia (AML) is a highly aggressive cancer form that affects myeloid cells,
leading to the excessive growth of immature white blood cells (WBCs) in both bone marrow …
leading to the excessive growth of immature white blood cells (WBCs) in both bone marrow …
Blood cells classification for identification of acute lymphoblastic leukemia on microscopic images using image processing
SO Heriawati, T Harsono, MM Bachtiar… - 2021 International …, 2021 - ieeexplore.ieee.org
Acute lymphoblastic leukemia (ALL) is a type of leukemia (cancer of the white blood cells)
that generally occurs in children. ALL have 3 sub-types, namely Ll, L2, and L3. Microscopic …
that generally occurs in children. ALL have 3 sub-types, namely Ll, L2, and L3. Microscopic …
Classification of blast cell type on acute myeloid leukemia (AML) based on image morphology of white blood cells
AML is one type of cancer of the blood and spinal cord. AML has a number of subtypes
including M0 and M1. Both subtypes are distinguished by the dominant blast cell type in the …
including M0 and M1. Both subtypes are distinguished by the dominant blast cell type in the …