Search Results - "3D convolutional autoencoder"

Deep learning framework for analyzing birefringence imaging by incorporating optical polarization overlap in stress-induced ferroelectric SrTiO3

Authors: Hirotaka Manaka Shoutarou Katayama Soichiro Honda et al.

Source: Science and Technology of Advanced Materials: Methods, Vol 5, Iss 1 (2025)

Subject Terms: LSTM, temperature series principal component analysis, 3D convolutional autoencoder, temperature series forest, stress-induced ferroelectricity, SrTiO3, Materials of engineering and construction. Mechanics of materials, TA401-492

File Description: electronic resource

Relation: https://doaj.org/toc/2766-0400

Access URL: https://doaj.org/article/3a6056fe20754fb79f302220391b0037

Spatial–Spectral Joint Hyperspectral Anomaly Detection Based on a Two-Branch 3D Convolutional Autoencoder and Spatial Filtering

Authors: Shuai Lv Siwei Zhao Dandan Li et al.

Source: Remote Sensing, Vol 15, Iss 10, p 2542 (2023)

Subject Terms: hyperspectral image, anomaly detection, 3D convolutional autoencoder, spatial–spectral joint information, spatial filtering, Science

Relation: https://www.mdpi.com/2072-4292/15/10/2542; https://doaj.org/toc/2072-4292; https://doaj.org/article/5fe2e6f1e37d4e21a18d268e1067c8f9

Availability: https://doi.org/10.3390/rs15102542
https://doaj.org/article/5fe2e6f1e37d4e21a18d268e1067c8f9

Explainable machine learning algorithm predicting working memory performance in Parkinson's disease using task-fMRI.

Authors: Yasuda, Eiji Hattori, Takaaki Shimano, Kaoru et al.

Source: J Neurol ; ISSN:1432-1459 ; Volume:272 ; Issue:10

Subject Terms: 3D convolutional autoencoder, 3D convolutional neural network, Explainable machine learning, Parkinson’s disease, Task-based fMRI, Working memory

Relation: https://doi.org/10.1007/s00415-025-13438-w; https://pubmed.ncbi.nlm.nih.gov/41085732

Availability: https://doi.org/10.1007/s00415-025-13438-w
https://pubmed.ncbi.nlm.nih.gov/41085732

Advancing Genetic Association Discovery in Brain MRI using Unsupervised and Self-supervised Deep Learning: Exploring Learning Dynamics, Region-Specific Features, and Spatially Resolved Representations

Authors: Islam, Sheikh Muhammad Saiful

Source: Dissertations & Theses (Open Access)

Subject Terms: Unsupervised Deep Learning, 3D Convolutional Autoencoder, T1-weighted MRI, Genome-Wide Association Studies (GWAS), Epoch Ensembling, Genetic Discovery, Neuroimaging Genetics, Latent Representations, Brain Morphology, UK Biobank, Cerebrospinal fluid, Genome-wide association study (GWAS), Tissue-specific genetic associations, Biomedical Informatics, Medicine and Health Sciences

File Description: application/pdf

Relation: https://digitalcommons.library.tmc.edu/uthshis_dissertations/74; https://digitalcommons.library.tmc.edu/context/uthshis_dissertations/article/1074/viewcontent/Sheikh_Muhammad_Saiful_IslamDissertation__2025.pdf

Availability: https://digitalcommons.library.tmc.edu/uthshis_dissertations/74
https://digitalcommons.library.tmc.edu/context/uthshis_dissertations/article/1074/viewcontent/Sheikh_Muhammad_Saiful_IslamDissertation__2025.pdf

Intelligent Complementary Multi-Modal Fusion for Anomaly Surveillance and Security System

Authors: Jae-hyeok Jeong Hwan-hee Jung Yong-hoon Choi et al.

Source: Sensors, Vol 23, Iss 22, p 9214 (2023)

Subject Terms: surveillance and security, multi-modal, anomaly detection, 3D convolutional autoencoder, anomaly classification, slowfast, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/23/22/9214; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/82af24de93f74b1080246feef85b367e

Transformer-based factorized encoder for classification of pneumoconiosis on 3D CT images

Authors: Huang, Yingying Si, Yang Hu, Bingliang et al.

Subject Terms: Transformer-based factorized encoder, 3D convolutional autoencoder, Intra-slice interaction, Inter-slice interaction

Relation: COMPUTERS IN BIOLOGY AND MEDICINE; http://ir.opt.ac.cn/handle/181661/96235

Availability: http://ir.opt.ac.cn/handle/181661/96235
https://doi.org/10.1016/j.compbiomed.2022.106137

Deep spatiotemporal clutter filtering of transthoracic echocardiographic images: Leveraging contextual attention and residual learning.

Authors: Tabassian M Akbari S Queirós S et al.

Source: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society [Comput Med Imaging Graph] 2025 Nov 28; Vol. 127, pp. 102665. Date of Electronic Publication: 2025 Nov 28.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Science Country of Publication: United States NLM ID: 8806104 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0771 (Electronic) Linking ISSN: 08956111 NLM ISO Abbreviation: Comput Med Imaging Graph Subsets: MEDLINE

A 3D Sparse Autoencoder for Fully Automated Quality Control of Affine Registrations in Big Data Brain MRI Studies.

Authors: Thadikemalla VSG Focke NK Tummala S

Source: Journal of imaging informatics in medicine [J Imaging Inform Med] 2024 Feb; Vol. 37 (1), pp. 412-427. Date of Electronic Publication: 2024 Jan 10.

Publication Type: Journal Article

Journal Info: Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: PubMed not MEDLINE; MEDLINE