Spatial Convolution | List of Frontiers open access articles

Original Research

Published on 04 Mar 2021

Origin Sample Prediction and Spatial Modeling of Antimicrobial Resistance in Metagenomic Sequencing Data

in Computational Genomics

Maya Zhelyazkova
Roumyana Yordanova
Iliyan Mihaylov
Stefan Kirov
Stefan Tsonev
David Danko
Christopher Mason
Dimitar Vassilev

Frontiers in Genetics

doi 10.3389/fgene.2021.642991

5,704 views
11 citations

Original Research

Published on 08 Oct 2025

MAUNet: a mixed attention U-net with spatial multi-dimensional convolution and contextual feature calibration for 3D brain tumor segmentation in multimodal MRI

in Brain Imaging Methods

Wenna Chen
Chuanqi Cai
Xinghua Tan
Rongfu Lv
Jincan Zhang
Ganqin Du

Frontiers in Neuroscience

doi 10.3389/fnins.2025.1682603

2,075 views

Original Research

Published on 24 Mar 2025

Recognition of brain activities via graph-based long short-term memory-convolutional neural network

in Brain Imaging Methods

Yanling Yang
Helong Zhao
Zezhou Hao
Cheng Shi
Liang Zhou
Xufeng Yao

Frontiers in Neuroscience

doi 10.3389/fnins.2025.1546559

2,503 views
3 citations

Original Research

Published on 17 Jan 2024

ERTNet: an interpretable transformer-based framework for EEG emotion recognition

in Neuroprosthetics

Ruixiang Liu
Yihu Chao
Xuerui Ma
Xianzheng Sha
Limin Sun
Shuo Li
Shijie Chang

Frontiers in Neuroscience

doi 10.3389/fnins.2024.1320645

10,113 views
53 citations

Original Research

Published on 17 Mar 2021

Quantification of Cognitive Function in Alzheimer’s Disease Based on Deep Learning

in Brain Imaging Methods

Yanxian He
Jun Wu
Li Zhou
Yi Chen
Fang Li
Hongjin Qian

Frontiers in Neuroscience

doi 10.3389/fnins.2021.651920

4,750 views
11 citations

Original Research

Published on 13 Feb 2023

Spatially lagged predictors from a wider area improve PM2.5 estimation at a finer temporal interval—A case study of Dallas-Fort Worth, United States

in Remote Sensing Time Series Analysis

Yogita Karale
May Yuan

Frontiers in Remote Sensing

doi 10.3389/frsen.2023.1041466

2,564 views
1 citation

Articles

Origin Sample Prediction and Spatial Modeling of Antimicrobial Resistance in Metagenomic Sequencing Data

MAUNet: a mixed attention U-net with spatial multi-dimensional convolution and contextual feature calibration for 3D brain tumor segmentation in multimodal MRI

Recognition of brain activities via graph-based long short-term memory-convolutional neural network

ERTNet: an interpretable transformer-based framework for EEG emotion recognition

Quantification of Cognitive Function in Alzheimer’s Disease Based on Deep Learning

Spatially lagged predictors from a wider area improve PM2.5 estimation at a finer temporal interval—A case study of Dallas-Fort Worth, United States