Medical images classification using deep learning: a survey

R Kumar, P Kumbharkar, S Vanam… - Multimedia Tools and …, 2024 - Springer
Deep learning has made significant advancements in recent years. The technology is
rapidly evolving and has been used in numerous automated applications with minimal loss …

DAE-CNN: Exploiting and disentangling contrast agent effects for breast lesions classification in DCE-MRI

M Gravina, S Marrone, M Sansone… - Pattern Recognition Letters, 2021 - Elsevier
Abstract Convolutional Neural Networks (CNNs) are opening for unprecedented scenarios
in fields where designing effective features is tedious even for domain experts. This is the …

An efficient deep neural network based abnormality detection and multi-class breast tumor classification

RC Joshi, D Singh, V Tiwari, MK Dutta - Multimedia Tools and Applications, 2022 - Springer
Breast tumor is one of the major cause of death among women all over the world.
Ultrasound imaging-based breast abnormality detection and classification play a vital role to …

Augmenting transfer learning with feature extraction techniques for limited breast imaging datasets

A RV, S AP - Journal of Digital Imaging, 2021 - Springer
Computer aided detection (CADe) and computer aided diagnostic (CADx) systems are
ongoing research areas for identifying lesions among complex inner structures with different …

Transfer learning for breast cancer classification in terahertz and infrared imaging

M Gezimati, G Singh - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Proactive treatment of cancer, characterized by early detection and intervention is one of the
main focus of the next-generation healthcare systems for predictive, timely detection and …

GFF-CARVING: Graph Feature Fusion for the Recognition of Highly Varying and Complex Balinese Carving Motifs

IWAS Darma, N Suciati, D Siahaan - IEEE Access, 2022 - ieeexplore.ieee.org
The recognition of Balinese carving motifs is challenging due to the highly varying and
interrelated motifs of Balinese carvings and in addition to the scantiness of Balinese carving …

Non-destructive location technology of concealed power facilities based on a two-step detection method

X Wu, Y Gao, L You - International Journal of Remote Sensing, 2021 - Taylor & Francis
In the process of using ground penetrating radar (GPR) to locate concealed power facilities
such as underground cables, it is difficult to search the hyperbola generated by concealed …

[PDF][PDF] IMAGE PROCESSING IN HEALTHCARE: A REVIEW

S Bhadola, K Rathi - Journal of Data Acquisition and Processing, 2024 - sjcjycl.cn
Image processing has become a vital piece of technology in contemporary medicine,
transforming many facets of medical study, diagnosis, and treatment. An extensive analysis …