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...

Descrizione completa

Dettagli Bibliografici
Autori principali:	Turky Omar Asar, Mahmoud Ragab
Natura:	Articolo
Lingua:	English
Pubblicazione:	Nature Portfolio 2024-09-01
Serie:	Scientific Reports
Soggetti:	Computer vision Image processing Deep learning Bioinspired algorithm Cancer diagnosis Medical imaging
Accesso online:	https://doi.org/10.1038/s41598-024-72900-3

Documenti analoghi

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

COVID-19: a new deep learning computer-aided model for classification
di: Omar M. Elzeki, et al.
Pubblicazione: (2021-02-01)