An overview of deep learning in big data, image, and signal processing in the modern digital age

RP França, ACB Monteiro, R Arthur, Y Iano - Trends in deep learning …, 2021‏ - Elsevier
Nowadays, data is generated all the time on the internet. Faced with this scenario,
technologies have emerged to take advantage of this feature, so that in addition to just being …

Machine learning-based detection of dengue from blood smear images utilizing platelet and lymphocyte characteristics

H Mayrose, GM Bairy, N Sampathila, S Belurkar… - Diagnostics, 2023‏ - mdpi.com
Dengue fever, also known as break-bone fever, can be life-threatening. Caused by DENV,
an RNA virus from the Flaviviridae family, dengue is currently a globally important public …

Deep learning methodology proposal for the classification of erythrocytes and leukocytes

ACB Monteiro, Y Iano, RP França, R Arthur - Trends in deep learning …, 2021‏ - Elsevier
Improving diagnostics has been one of the most important challenges facing health systems
in recent years, due to innovation and scientific research, image classification techniques …

[كتاب][B] Translational bioinformatics in healthcare and medicine

K Raza, N Dey - 2021‏ - books.google.com
Translational Bioinformatics in Healthcare and Medicine offers an overview of main
principles of bioinformatics, biological databases, clinical informatics, health informatics …

Metaheuristics applied to blood image analysis

ACB Monteiro, RP França, VV Estrela… - … and Optimization in …, 2020‏ - Springer
The growing use of digital image processing techniques focused on health is explicit,
hel** in the solution and improvements in diagnosis, as well as the possibility of creating …

An artificial intelligent cognitive approach for classification and recognition of white blood cells employing deep learning for medical applications

ACB Monteiro, RP França, R Arthur, Y Iano - Deep learning for medical …, 2022‏ - Elsevier
Cognitive computing aims to implement a unified computational theory similar to human
thought, consisting of systems whose objective is to mimic human mental tasks based on the …

[كتاب][B] Deep learning for personalized healthcare services

V Jain, JM Chatterjee, H Hedayati, S Krit, O Deperlioglu - 2021‏ - degruyter.com
The present generation and scenario are a time for big leaps and bounds in terms of growth
and advancement of the health information industry. This book is an attempt to unveil the …

An introduction to blockchain technology and their applications in the actuality with a view of its security aspects

RP França, ACB Monteiro, R Arthur, Y Iano - … Solutions Using Blockchain, 2021‏ - Springer
Blockchain, in this innovative context of digital transformation, is nothing more than a chain
of digital blocks, in which each block has a specific data and a code that connects to the …

AI approach based on deep learning for classification of white blood cells as a for e-healthcare solution

ACB Monteiro, RP França, R Arthur, Y Iano - … Multimedia Systems for e …, 2022‏ - Springer
Cognitive computing makes a computational device think digitally and interact in the same
way that human beings do, while also highlighting that the factor to distinguish “traditional” …

A metaheuristic algorithm for classification of white blood cells in healthcare informatics

ACB Monteiro, Y Iano, RP França, R Arthur - Metaheuristics in machine …, 2021‏ - Springer
Diagnostic imaging is in itself an important technological evolution, which represented an
advance in the way diseases are diagnosed, originating from the digital age in diagnostic …