A multi-resolution approach for spinal metastasis detection using deep Siamese neural networks
Sign Up to like & getrecommendations! Published in 2017 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2017.03.024
Abstract: Spinal metastasis, a metastatic cancer of the spine, is the most common malignant disease in the spine. In this study, we investigate the feasibility of automated spinal metastasis detection in magnetic resonance imaging (MRI) by… read more here.
Keywords: spinal metastasis; metastasis detection; metastasis; siamese neural ... See more keywords
Using Deep Siamese Neural Networks for Detection of Brain Asymmetries Associated with Alzheimer's Disease and Mild Cognitive Impairment.
Sign Up to like & getrecommendations! Published in 2019 at "Magnetic resonance imaging"
DOI: 10.1016/j.mri.2019.07.003
Abstract: In recent studies, neuroanatomical volume and shape asymmetries have been seen during the course of Alzheimer's Disease (AD) and could potentially be used as preclinical imaging biomarkers for the prediction of Mild Cognitive Impairment (MCI)… read more here.
Keywords: neural networks; alzheimer disease; cognitive impairment; siamese neural ... See more keywords
A Siamese neural network for learning the similarity metrics of linear features
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Geographical Information Science"
DOI: 10.1080/13658816.2022.2143505
Abstract: Abstract Measuring similarity is essential for classifying, clustering, retrieving, and matching linear features in geospatial data. However, the complexity of linear features challenges the formalization of characteristics and determination of the weight of each characteristic… read more here.
Keywords: neural network; linear features; similarity; siamese neural ... See more keywords
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism
Sign Up to like & getrecommendations! Published in 2023 at "International journal of neural systems"
DOI: 10.1142/s0129065723500193
Abstract: The combination of different sources of information is currently one of the most relevant aspects in the diagnostic process of several diseases. In the field of neurological disorders, different imaging modalities providing structural and functional… read more here.
Keywords: neural networks; multimodal patterns; siamese neural; enhancing multimodal ... See more keywords
A Source Code Similarity Based on Siamese Neural Network
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10217519
Abstract: Finding similar code snippets is a fundamental task in the field of software engineering. Several approaches have been proposed for this task by using statistical language model which focuses on syntax and structure of codes… read more here.
Keywords: code; similarity; siamese neural; neural network ... See more keywords
Automated Bone Marrow Cell Classification for Haematological Disease Diagnosis Using Siamese Neural Network
Sign Up to like & getrecommendations! Published in 2022 at "Diagnostics"
DOI: 10.3390/diagnostics13010112
Abstract: The critical structure and nature of different bone marrow cells which form a base in the diagnosis of haematological ailments requires a high-grade classification which is a very prolonged approach and accounts for human error… read more here.
Keywords: bone marrow; neural network; siamese neural;