Enhanced MRI-based brain tumour classification with a novel Pix2pix generative adversarial network augmentation framework

EP Onakpojeruo, MT Mustapha… - Brain …, 2024 - academic.oup.com
The scarcity of medical imaging datasets and privacy concerns pose significant challenges
in artificial intelligence-based disease prediction. This poses major concerns to patient …

[HTML][HTML] TMS: Ensemble Deep Learning Model for Accurate Classification of Monkeypox Lesions Based on Transformer Models with SVM

EM Abdelrahim, H Hashim, ES Atlam, RA Osman, I Gad - Diagnostics, 2024 - mdpi.com
Background/Objectives: The emergence of monkeypox outside its endemic region in Africa
has raised significant concerns within the public health community due to its rapid global …

[HTML][HTML] Resection of Meningiomas Invading the Cavernous Sinus: Treatment Strategy and Clinical Outcomes

T Sugawara, T Maehara - Cancers, 2025 - mdpi.com
Abstract Background/Objectives: Resection of tumors invading the cavernous sinus (CS)
carries a risk of injury to the cranial nerves and internal carotid artery. Therefore, radical …

MC &M-BL: a novel classification model for brain tumor classification: multi-CNN and multi-BiLSTM

MS Başarslan - The Journal of Supercomputing, 2025 - Springer
As the central organ for human cognition and behavior, the human brain is critical to daily
functioning. Brain tumors disrupt normal activities and require accurate diagnosis and …

Styled and characteristic Peking opera facial makeup synthesis with co-training and transfer conditional styleGAN2

Y Shen, O Duan, X **n, M Yan, Z Li - Heritage Science, 2024 - Springer
Against the backdrop of the deep integration of culture and technology, research and
practice in digitization of intangible cultural heritage has continued to deepen. However, due …

The impacts of gross domestic product and non-renewable energy on CO2 emissions in India

C Onakpojeruo, M Seraj, H Ozdeser - SN Business & Economics, 2025 - Springer
In this study, we examine the relationship between India's economic growth and CO2
emissions, alongside the influence of population dynamics, energy efficiency, and …