Machine-learning-based disease diagnosis: A comprehensive review
MM Ahsan, SA Luna, Z Siddique - Healthcare, 2022 - mdpi.com
Globally, there is a substantial unmet need to diagnose various diseases effectively. The
complexity of the different disease mechanisms and underlying symptoms of the patient …
complexity of the different disease mechanisms and underlying symptoms of the patient …
Machine learning-based heart disease diagnosis: A systematic literature review
MM Ahsan, Z Siddique - Artificial Intelligence in Medicine, 2022 - Elsevier
Heart disease is one of the significant challenges in today's world and one of the leading
causes of many deaths worldwide. Recent advancement of machine learning (ML) …
causes of many deaths worldwide. Recent advancement of machine learning (ML) …
Effect of data scaling methods on machine learning algorithms and model performance
Heart disease, one of the main reasons behind the high mortality rate around the world,
requires a sophisticated and expensive diagnosis process. In the recent past, much …
requires a sophisticated and expensive diagnosis process. In the recent past, much …
Classification of monkeypox images based on transfer learning and the Al-Biruni Earth Radius Optimization algorithm
The world is still trying to recover from the devastation caused by the wide spread of COVID-
19, and now the monkeypox virus threatens becoming a worldwide pandemic. Although the …
19, and now the monkeypox virus threatens becoming a worldwide pandemic. Although the …
Deep transfer learning approaches for Monkeypox disease diagnosis
Monkeypox has become a significant global challenge as the number of cases increases
daily. Those infected with the disease often display various skin symptoms and can spread …
daily. Those infected with the disease often display various skin symptoms and can spread …
Image Data collection and implementation of deep learning-based model in detecting Monkeypox disease using modified VGG16
While the world is still attempting to recover from the damage caused by the broad spread of
COVID-19, the Monkeypox virus poses a new threat of becoming a global pandemic …
COVID-19, the Monkeypox virus poses a new threat of becoming a global pandemic …
[HTML][HTML] Industry 4.0 in Healthcare: A systematic review
MM Ahsan, Z Siddique - … Journal of Information Management Data Insights, 2022 - Elsevier
Healthcare 4.0 has changed dramatically over the last century. It is evolving daily, with
physicians and researchers alike developing new tools and strategies. This study analyzes …
physicians and researchers alike developing new tools and strategies. This study analyzes …
A study on different deep learning algorithms used in deep neural nets: MLP SOM and DBN
J Naskath, G Sivakamasundari, AAS Begum - Wireless personal …, 2023 - Springer
Deep learning is a wildly popular topic in machine learning and is structured as a series of
nonlinear layers that learns various levels of data representations. Deep learning employs …
nonlinear layers that learns various levels of data representations. Deep learning employs …
A survey of deep learning for lung disease detection on medical images: state-of-the-art, taxonomy, issues and future directions
The recent developments of deep learning support the identification and classification of
lung diseases in medical images. Hence, numerous work on the detection of lung disease …
lung diseases in medical images. Hence, numerous work on the detection of lung disease …
A comparative analysis on suicidal ideation detection using NLP, machine, and deep learning
Social networks are essential resources to obtain information about people's opinions and
feelings towards various issues as they share their views with their friends and family …
feelings towards various issues as they share their views with their friends and family …