A reproducible 3D convolutional neural network with dual attention module (3D-DAM) for Alzheimer's disease classification
Fuente:
arXiv
Guardado en:
| Autores principales: | Hoang, Gia Minh, Lee, Youngjoo, Kim, Jae Gwan |
|---|---|
| Formato: | Preprint |
| Publicado: |
2023
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Lung nodule classification on CT scan patches using 3D convolutional neural networks
por: Sydorskyi, Volodymyr
Publicado: (2026)
por: Sydorskyi, Volodymyr
Publicado: (2026)
Weakly-supervised land classification for coastal zone based on deep convolutional neural networks by incorporating dual-polarimetric characteristics into training dataset
por: Sun, Sheng, et al.
Publicado: (2020)
por: Sun, Sheng, et al.
Publicado: (2020)
3D-TDA -- Topological feature extraction from 3D images for Alzheimer's disease classification
por: Ahmed, Faisal, et al.
Publicado: (2025)
por: Ahmed, Faisal, et al.
Publicado: (2025)
Generative artificial intelligence in ophthalmology: multimodal retinal images for the diagnosis of Alzheimer's disease with convolutional neural networks
por: Slootweg, I. R., et al.
Publicado: (2024)
por: Slootweg, I. R., et al.
Publicado: (2024)
Using convolutional neural networks for the classification of breast cancer images
por: Bonnet, Eric
Publicado: (2021)
por: Bonnet, Eric
Publicado: (2021)
Application of convolutional neural networks in image super-resolution
por: Tian, Chunwei, et al.
Publicado: (2025)
por: Tian, Chunwei, et al.
Publicado: (2025)
Fusarium head blight detection, spikelet estimation, and severity assessment in wheat using 3D convolutional neural networks
por: Hamila, Oumaima, et al.
Publicado: (2023)
por: Hamila, Oumaima, et al.
Publicado: (2023)
A deep convolutional neural network for salt-and-pepper noise removal using selective convolutional blocks
por: Rafiee, Ahmad Ali, et al.
Publicado: (2023)
por: Rafiee, Ahmad Ali, et al.
Publicado: (2023)
Fourier Decomposition for Explicit Representation of 3D Point Cloud Attributes
por: Kim, Donghyun, et al.
Publicado: (2025)
por: Kim, Donghyun, et al.
Publicado: (2025)
Application of attention-based Siamese composite neural network in medical image recognition
por: Huang, Zihao, et al.
Publicado: (2023)
por: Huang, Zihao, et al.
Publicado: (2023)
Multi-Modal Brain Tumor Segmentation via 3D Multi-Scale Self-attention and Cross-attention
por: Huang, Yonghao, et al.
Publicado: (2025)
por: Huang, Yonghao, et al.
Publicado: (2025)
SAM3D: Segment Anything Model in Volumetric Medical Images
por: Bui, Nhat-Tan, et al.
Publicado: (2023)
por: Bui, Nhat-Tan, et al.
Publicado: (2023)
Hybrid CNN Bi-LSTM neural network for Hyperspectral image classification
por: Sahoo, Alok Ranjan, et al.
Publicado: (2024)
por: Sahoo, Alok Ranjan, et al.
Publicado: (2024)
BloodCell-Net: A lightweight convolutional neural network for the classification of all microscopic blood cell images of the human body
por: Mondal, Sohag Kumar, et al.
Publicado: (2024)
por: Mondal, Sohag Kumar, et al.
Publicado: (2024)
Estimation of motion blur kernel parameters using regression convolutional neural networks
por: Varela, Luis G., et al.
Publicado: (2023)
por: Varela, Luis G., et al.
Publicado: (2023)
Compression of Large-Scale 3D Point Clouds Based on Joint Optimization of Point Sampling and Feature Extraction
por: Yim, Jae-Young, et al.
Publicado: (2024)
por: Yim, Jae-Young, et al.
Publicado: (2024)
PSO-Net: Development of an automated psoriasis assessment system using attention-based interpretable deep neural networks
por: Kamran, Sharif A., et al.
Publicado: (2025)
por: Kamran, Sharif A., et al.
Publicado: (2025)
DeepFixel: Crossing white matter fiber identification through spherical convolutional neural networks
por: Saunders, Adam M., et al.
Publicado: (2025)
por: Saunders, Adam M., et al.
Publicado: (2025)
Postoperative glioblastoma segmentation: Development of a fully automated pipeline using deep convolutional neural networks and comparison with currently available models
por: Cepeda, Santiago, et al.
Publicado: (2024)
por: Cepeda, Santiago, et al.
Publicado: (2024)
GAN-HA: A generative adversarial network with a novel heterogeneous dual-discriminator network and a new attention-based fusion strategy for infrared and visible image fusion
por: Lu, Guosheng, et al.
Publicado: (2024)
por: Lu, Guosheng, et al.
Publicado: (2024)
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume Mixing
por: Kareem, Daniya Najiha Abdul, et al.
Publicado: (2024)
por: Kareem, Daniya Najiha Abdul, et al.
Publicado: (2024)
Estimation of non-uniform motion blur using a patch-based regression convolutional neural network (CNN)
por: Varela, Luis G., et al.
Publicado: (2024)
por: Varela, Luis G., et al.
Publicado: (2024)
Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data
por: Diaz, Ivan, et al.
Publicado: (2023)
por: Diaz, Ivan, et al.
Publicado: (2023)
Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling
por: Corona-Figueroa, Abril, et al.
Publicado: (2024)
por: Corona-Figueroa, Abril, et al.
Publicado: (2024)
3D microstructural generation from 2D images of cement paste using generative adversarial networks
por: Zhao, Xin, et al.
Publicado: (2022)
por: Zhao, Xin, et al.
Publicado: (2022)
Efficient 3D Brain Tumor Segmentation with Axial-Coronal-Sagittal Embedding
por: Huynh, Tuan-Luc, et al.
Publicado: (2025)
por: Huynh, Tuan-Luc, et al.
Publicado: (2025)
Integrating multiscale topology in digital pathology with pyramidal graph convolutional networks
por: Ibañez, Victor, et al.
Publicado: (2024)
por: Ibañez, Victor, et al.
Publicado: (2024)
Label-efficient Contrastive Learning-based model for nuclei detection and classification in 3D Cardiovascular Immunofluorescent Images
por: Moradinasab, Nazanin, et al.
Publicado: (2023)
por: Moradinasab, Nazanin, et al.
Publicado: (2023)
Weakly supervised segmentation of intracranial aneurysms using a novel 3D focal modulation UNet
por: Rasoulian, Amirhossein, et al.
Publicado: (2023)
por: Rasoulian, Amirhossein, et al.
Publicado: (2023)
Enhancing Single-Slice Segmentation with 3D-to-2D Unpaired Scan Distillation
por: Yu, Xin, et al.
Publicado: (2024)
por: Yu, Xin, et al.
Publicado: (2024)
Efficient and robust 3D blind harmonization for large domain gaps
por: Jeong, Hwihun, et al.
Publicado: (2025)
por: Jeong, Hwihun, et al.
Publicado: (2025)
MedFocusCLIP : Improving few shot classification in medical datasets using pixel wise attention
por: Arora, Aadya, et al.
Publicado: (2025)
por: Arora, Aadya, et al.
Publicado: (2025)
Enhancing MRI-Based Classification of Alzheimer's Disease with Explainable 3D Hybrid Compact Convolutional Transformers
por: Majee, Arindam, et al.
Publicado: (2024)
por: Majee, Arindam, et al.
Publicado: (2024)
χ-sepnet: Deep neural network for magnetic susceptibility source separation
por: Kim, Minjun, et al.
Publicado: (2024)
por: Kim, Minjun, et al.
Publicado: (2024)
Large coordinate kernel attention network for lightweight image super-resolution
por: Hao, Fangwei, et al.
Publicado: (2024)
por: Hao, Fangwei, et al.
Publicado: (2024)
Detection of pulmonary pathologies using convolutional neural networks, Data Augmentation, ResNet50 and Vision Transformers
por: Amador, Pablo Ramirez, et al.
Publicado: (2024)
por: Amador, Pablo Ramirez, et al.
Publicado: (2024)
Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentation
por: Morano, José, et al.
Publicado: (2023)
por: Morano, José, et al.
Publicado: (2023)
Skull-stripping induces shortcut learning in MRI-based Alzheimer's disease classification
por: Tinauer, Christian, et al.
Publicado: (2025)
por: Tinauer, Christian, et al.
Publicado: (2025)
Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRI
por: Kim, Jonghun, et al.
Publicado: (2024)
por: Kim, Jonghun, et al.
Publicado: (2024)
Hybrid attention structure preserving network for reconstruction of under-sampled OCT images
por: Guo, Zezhao, et al.
Publicado: (2024)
por: Guo, Zezhao, et al.
Publicado: (2024)
Ejemplares similares
-
Lung nodule classification on CT scan patches using 3D convolutional neural networks
por: Sydorskyi, Volodymyr
Publicado: (2026) -
Weakly-supervised land classification for coastal zone based on deep convolutional neural networks by incorporating dual-polarimetric characteristics into training dataset
por: Sun, Sheng, et al.
Publicado: (2020) -
3D-TDA -- Topological feature extraction from 3D images for Alzheimer's disease classification
por: Ahmed, Faisal, et al.
Publicado: (2025) -
Generative artificial intelligence in ophthalmology: multimodal retinal images for the diagnosis of Alzheimer's disease with convolutional neural networks
por: Slootweg, I. R., et al.
Publicado: (2024) -
Using convolutional neural networks for the classification of breast cancer images
por: Bonnet, Eric
Publicado: (2021)