Leukemia detection and classification using computer-aided diagnosis system with falcon optimization algorithm and deep learning

Leukemia detection and classification using computer-aided diagnosis system with falcon optimization algorithm and deep learning

Abstract Leukemia is a type of blood tumour that occurs because of abnormal enhancement in WBCs (white blood cells) in the bone marrow of the human body. Blood-forming tissue cancer influences the lymphatic and bone marrow system. The early diagnosis and detection of leukaemia, i.e., the accurate di...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser:	Turky Omar Asar, Mahmoud Ragab
Format:	Artikel
Sprache:	English
Veröffentlicht:	Nature Portfolio 2024-09-01
Schriftenreihe:	Scientific Reports
Schlagworte:	Computer vision Image processing Deep learning Bioinspired algorithm Cancer diagnosis Medical imaging
Online Zugang:	https://doi.org/10.1038/s41598-024-72900-3

Ähnliche Einträge

Deep transfer learning with improved crayfish optimization algorithm for oral squamous cell carcinoma cancer recognition using histopathological images
von: Mahmoud Ragab, et al.
Veröffentlicht: (2024-10-01)

Bioinspired Garra Rufa Optimization-Assisted Deep Learning Model for Object Classification on Pedestrian Walkways
von: Eunmok Yang, et al.
Veröffentlicht: (2023-11-01)

Intelligent Breast Mass Classification Approach Using Archimedes Optimization Algorithm with Deep Learning on Digital Mammograms
von: Mohammed Basheri
Veröffentlicht: (2023-10-01)

Advanced visual components inspired by animal eyes
von: Chang Sehui, et al.
Veröffentlicht: (2024-03-01)

Automated Classification of Breast Cancer Lesions for Digitised Mammograms via Computer-Aided Diagnosis System
von: Saifullah Harith Suradi, et al.
Veröffentlicht: (2021-10-01)

Computer-Aided Diagnosis System for Breast Ultrasound Reports Generation and Classification Method Based on Deep Learning
von: Haojun Qin, et al.
Veröffentlicht: (2023-05-01)

Role of Computer Aided Diagnosis (CAD) in Medical Imaging
von: Seung Won Shin, et al.
Veröffentlicht: (2015-09-01)

A Hybrid Bioinspired Approach for Advanced Image Reconstruction
von: Salvador Lobato-Larios, et al.
Veröffentlicht: (2024-01-01)

Ensemble Deep-Learning-Enabled Clinical Decision Support System for Breast Cancer Diagnosis and Classification on Ultrasound Images
von: Mahmoud Ragab, et al.
Veröffentlicht: (2022-03-01)

Algorithms for image processing and computer vision /
von: 190717 Parker, J. R. (Jim R.), 1955-
Veröffentlicht: (1997)

Multi-Label Scene Classification on Remote Sensing Imagery Using Modified Dingo Optimizer With Deep Learning
von: Mahmoud Ragab
Veröffentlicht: (2024-01-01)

Handbook of computer vision algorithms in image algebra /
von: 289017 Ritter, G. X., et al.
Veröffentlicht: (2001)

Deep learning enhances acute lymphoblastic leukemia diagnosis and classification using bone marrow images
von: Basel Elsayed, et al.
Veröffentlicht: (2023-12-01)

Contrast-Independent Biologically Inspired Motion Detection
von: Ralf Möller, et al.
Veröffentlicht: (2011-03-01)

Algorithms for image processing and computer vision [compact disc] /
von: 190717 Parker, J. R. (Jim R.), 1955-
Veröffentlicht: (1997)

Computer-Aided Diagnosis of Skin Diseases Using Deep Neural Networks
von: Muhammad Naseer Bajwa, et al.
Veröffentlicht: (2020-04-01)

Tunicate swarm algorithm with deep convolutional neural network-driven colorectal cancer classification from histopathological imaging data
von: Abdullah S. AL-Malaise AL-Ghamdi, et al.
Veröffentlicht: (2023-03-01)

Computer Aided Image Enhancement Of Tongue For Diagnosis In Ayurvedic Medical Treatment
von: Dhanalakshmi MIRYALA, et al.
Veröffentlicht: (2014-03-01)

Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis /
von: Dey, Nilanjan, 1984-, editor 611303, et al.
Veröffentlicht: (2019)

Editorial: Bioinspired nanomaterials: Design principles for imaging and therapeutic
von: Chun-Pei Shih, et al.
Veröffentlicht: (2022-11-01)

Hieroglyphically Supervised Bioinspired Visioneural Controller
von: Dan Berco, et al.
Veröffentlicht: (2022-09-01)

Medical Image Analysis and Informatics : Computer-aAided Diagnosis and Therapy /
von: Marques, Paulo Mazzoncini de Azevedo, 1964-, editor, et al.
Veröffentlicht: (2018)

An introduction to 3D computer vision techniques and algorithms /
von: 439136 Cyganek, Boguslaw, et al.
Veröffentlicht: (2009)

A Deep Learning Computer-Aided Diagnosis Approach for Breast Cancer
von: Ahmed M. Zaalouk, et al.
Veröffentlicht: (2022-08-01)

Deep Learning-Based Computer-Aided Diagnosis System for Gastroscopy Image Classification Using Synthetic Data
von: Yun-ji Kim, et al.
Veröffentlicht: (2021-01-01)

Computer-aided diagnosis of breast cancer from mammogram images using deep learning algorithms
von: Emmanuel Gbenga Dada, et al.
Veröffentlicht: (2024-09-01)

Computer-aided colorectal cancer diagnosis: AI-driven image segmentation and classification
von: Çağatay Berke Erdaş
Veröffentlicht: (2024-05-01)

Bioinspired Optimization of Germination Nutrients Based on Lactuca sativa Seedling Root Traits as Influenced by Seed Stratification, Fortification and Light Spectrums
von: Ronnie S. Concepcion II, et al.
Veröffentlicht: (2021-01-01)

Computer-aided diagnosis for lung cancer using waterwheel plant algorithm with deep learning
von: Sana Alazwari, et al.
Veröffentlicht: (2024-09-01)

Hybrid morphological-convolutional neural networks for computer-aided diagnosis
von: Martha Rebeca Canales-Fiscal, et al.
Veröffentlicht: (2023-09-01)

Sparrow Search Algorithm With Stacked Deep Learning Based Medical Image Analysis for Pancreatic Cancer Detection and Classification
von: Janjhyam Venkata Naga Ramesh, et al.
Veröffentlicht: (2023-01-01)

Self-Upgraded Cat Mouse Optimizer With Machine Learning Driven Lung Cancer Classification on Computed Tomography Imaging
von: Mahmoud Ragab, et al.
Veröffentlicht: (2023-01-01)

AI Approaches in Computer-Aided Diagnosis and Recognition of Neoplastic Changes in MRI Brain Images
von: Jakub Kluk, et al.
Veröffentlicht: (2022-11-01)

Political Optimizer With Deep Learning Based Diagnosis for Intracranial Hemorrhage Detection
von: Mahmoud Ragab, et al.
Veröffentlicht: (2023-01-01)

Bioinspired processing for the sustainable fabrication of high-performance bioinspired ceramic-reinforced polymer composites
von: Sapasakulvanit, Slocha, et al.
Veröffentlicht: (2024)

Computer-Aided Diagnosis of Laryngeal Cancer Based on Deep Learning with Laryngoscopic Images
von: Zhi-Hui Xu, et al.
Veröffentlicht: (2023-12-01)

Investigating Effective Data Augmentation Techniques for Accurate Gastric Classification in the Development of a Deep Learning-Based Computer-Aided Diagnosis System
von: Jae-beom Park, et al.
Veröffentlicht: (2023-11-01)

Deep indicator for fine-grained classification of banana’s ripening stages
von: Yan Zhang, et al.
Veröffentlicht: (2018-06-01)

Advanced disk herniation computer aided diagnosis system
von: Maad Ebrahim, et al.
Veröffentlicht: (2024-04-01)

Evaluation of a Computer-Aided Diagnosis System in the Classification of Lesions in Breast Strain Elastography Imaging
von: Karem D. Marcomini, et al.
Veröffentlicht: (2018-08-01)