An Explainable Contrastive-based Dilated Convolutional Network with Transformer for Pediatric Pneumonia Detection

CS Raghaw, PS Bhore, MZU Rehman, N Kumar - Applied Soft Computing, 2024 - Elsevier
Pediatric pneumonia remains a significant global threat, surpassing all other communicable
diseases in child mortality and necessitating rapid diagnosis. UNICEF identifies it as a …

[HTML][HTML] Spatial attention-based CSR-Unet framework for subdural and epidural hemorrhage segmentation and classification using CT images

P Prakasam - BMC Medical Imaging, 2024 - pmc.ncbi.nlm.nih.gov
Background Automatic diagnosis and brain hemorrhage segmentation in Computed
Tomography (CT) may be helpful in assisting the neurosurgeon in developing treatment …

DSCIMABNet: A novel multi-head attention depthwise separable CNN model for skin cancer detection

HC Reis, V Turk - Pattern Recognition, 2025 - Elsevier
Skin cancer is a common type of cancer worldwide. Early diagnosis of skin cancer can
reduce the risk of death by increasing treatment success. However, it is challenging for …

[HTML][HTML] High-accuracy lung disease classification via logistic regression and advanced feature extraction techniques

S Kaur, S Gupta, D Gupta, S Juneja, A Nauman… - Egyptian Informatics …, 2025 - Elsevier
Lung disease diagnosis through medical imaging integrated with machine learning has
seen significant advancements. This study investigates the optimization of lung disease …

[HTML][HTML] High-Quality, Low-Quantity: A Data-Centric Approach to Deep Learning Performance Optimization in Digital X-Ray Radiography

B Hena, Z Wei, CI Castanedo, X Maldague - NDT & E International, 2025 - Elsevier
The accuracy of identifying defects using specialized deep learning models can be affected
by the circumstances in which the training data is curated. This is especially evident in digital …

Detecting DDoS attacks through decision tree analysis: an EDA approach with the CIC DDoS 2019 dataset

AT Zy, AM Rifa'i, AZ Kamalia… - 2024 8th International …, 2024 - ieeexplore.ieee.org
Distributed Denial of Service (DDoS) attacks pose a significant threat to network security,
often causing severe service disruptions. This study explores the CIC DDoS 2019 dataset …

Enhancing Network Security: Evaluating SDN-Enabled Firewall Solutions and Clustering Analysis Using K-Means through Data-Driven Insights

AT Zy, AM Rifa'i, A Nugroho, A Ghofir - Jurnal RESTI (Rekayasa …, 2025 - jurnal.iaii.or.id
In the face of escalating and increasingly complex cyber threats, enhancing network security
has become a critical challenge. This study addresses this issue by investigating the …

ARM-UNet: attention residual path modified UNet model to segment the fungal pathogen diseases in potato leaves

DN Pandiri, R Murugan, T Goel - Signal, Image and Video Processing, 2025 - Springer
Agriculture faces considerable challenges with the growth of the demand for food. Potatoes
are considered a staple food in many nations. The crop yield is affected by fungal pathogen …

TransMVAN: Multi-view Aggregation Network with Transformer for Pneumonia Diagnosis

X Wang, Z Lu, S Huang, Y Ting, JSZ Ting… - Journal of Imaging …, 2024 - Springer
Automated and accurate classification of pneumonia plays a crucial role in improving the
performance of computer-aided diagnosis systems for chest X-ray images. Nevertheless, it is …

Studi Literatur Penerapan Deep Learning dalam Analisis Citra Medis di Indonesia

MY Khairi, EAM Sampetoding… - … : Journal of Public …, 2024 - journal.ininnawaparaedu.com
Artificial Intelligence (AI) telah berkembang pesat, termasuk di bidang kesehatan,
khususnya dalam analisis citra medis. Salah satu cabangnya, Deep Learning (DL) …