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Artificial Intelligence in Health CNN model for leukemia diagnosis

Table 1. (Continued)
Title Authors Year Methodology Technology Conclusions
Automatic Image Dataset Bai et al. 19 2015 Dataset construction using DNN Simplified data preparation
Construction from DNNs process
Click-through Logs Using
Deep Neural Network
Utilizing Deep Feature Fusion Islam et al. 20 2024 Deep feature fusion within an DL with Robust automatic
for Automatic Leukemia IoMT-enabled DL framework IoMT leukemia classification
Classification
Customized Deep Learning Sampathila et al. 21 2022 Customized DL classifiers Customized Reliable detection of ALL
Classifier for Detection DL using blood smear images
of Acute Lymphoblastic Framework
Leukemia Using Blood Smear
Images
Abbreviations: AI: Artificial intelligence; ALL: Acute lymphoblastic leukemia; AML: Acute myeloid leukemia; CNN: Convolutional neural network;
DCNN: Deep convolutional neural networks; DL: Deep learning; DNN: Deep neural network; GA: Genetic algorithm; IoMT: Internet of medical
things; ML: Machine learning; PSO: Particle swarm optimization; SVM: Support vector machine.

Figure 2. A UML diagram of detailed classification of leukemia depicting the object-oriented representations of acute leukemia subtypes and chronic
leukemia subtypes.

Volume 2 Issue 3 (2025) 67 doi: 10.36922/aih.4710