Leukemia segmentation and classification: A comprehensive survey

S Saleem, J Amin, M Sharif, GA Mallah, S Kadry… - Computers in Biology …, 2022 - Elsevier
Blood is made up of leukocytes (WBCs), erythrocytes (RBCs), and thrombocytes. The ratio of
blood cancer diseases is increasing rapidly, among which leukemia is one of the famous …

The classification of medical and botanical data through majority voting using artificial neural network

K Tripathi, FA Khan, AMUD Khanday… - International Journal of …, 2023 - Springer
Data classification has many approaches in data mining and machine learning. The artificial
neural network (ANN) is applied to classify the data that might belong to various domains …

Quantifying imbalanced classification methods for leukemia detection

DS Depto, MM Rizvee, A Rahman, H Zunair… - Computers in Biology …, 2023 - Elsevier
Uncontrolled proliferation of B-lymphoblast cells is a common characterization of Acute
Lymphoblastic Leukemia (ALL). B-lymphoblasts are found in large numbers in peripheral …

VKCS: a pre-trained deep network with attention mechanism to diagnose acute lymphoblastic leukemia

B Masoudi - Multimedia Tools and Applications, 2023 - Springer
Leukemia is a prominent hematologic malignancy that causes mortality and complications at
different ages. In this paper, to provide a more accurate diagnosis of Acute Lymphoblastic …

Skin cancer image classification using deep neural network models

M Upadhyay, J Rawat, S Maji - … of the 9th International Conference on …, 2022 - Springer
Skin cancer is among the most prominent types of cancer, which if not detected in the initial
stages can metastasize and become fatal. As the number of Melanoma cases surges, the …

ENSEMBLE MODEL WITH IMPROVED U-NET-BASED SEGMENTATION FOR LEUKEMIA DETECTION

M Hasan, M Vijay, S Sharanyaa… - … : Applications, Basis and …, 2024 - World Scientific
An essential component of the immune system that aids in the fight against pathogens is
white blood cells. One of the most prevalent blood diseases, leukemia can be fatal if not …

White Blood Cell Classification using Deep Learning

C Bhatt, I Kumar, AK Sahoo - 2023 4th IEEE Global Conference …, 2023 - ieeexplore.ieee.org
In this paper, a hybrid Convolutional Neural Networks (CNNs)-based system for classifying
white corpuscle from blood smear images is presented. The major objective is to effectively …

A Review of Recent Machine Learning Techniques Used for Skin Lesion Image Classification

M Upadhyay, J Rawat - … in Bio-Medical Image Processing and …, 2023 - igi-global.com
Skin cancer is amongst the most common forms of cancer and can become life-threatening if
not detected early. Due to the rise in the number of cancer cases, there is a growing interest …