Multimodal System | List of Frontiers open access articles

Original Research

Published on 23 May 2025

Large language model-based multimodal system for detecting and grading ocular surface diseases from smartphone images

in Molecular and Cellular Pathology

Zhongwen Li
Zhouqian Wang
Liheng Xiu
Pengyao Zhang
Wenfang Wang
Yangyang Wang
Gang Chen
Weihua Yang
Wei Chen

Frontiers in Cell and Developmental Biology

doi 10.3389/fcell.2025.1600202

3,386 views
7 citations

Original Research

Published on 17 Sep 2025

A virtual reality-based multimodal framework for adolescent depression screening using machine learning

in Adolescent and Young Adult Psychiatry

Yizhen Wu
Yuling Qiao
Licheng Wu
Minglin Gao
Tsz Yiu Wong
Jingyun Li
Zhimeng Wang
Xu Zhao
Hui Zhao
Xiwang Fan

Frontiers in Psychiatry

doi 10.3389/fpsyt.2025.1655554

3,301 views
1 citation

Original Research

Published on 26 Jan 2023

Spectroscopic photoacoustic/ultrasound/optical-microscopic multimodal intrarectal endoscopy for detection of centimeter-scale deep lesions

in Biomaterials

Jinsheng Jiang
Chuqi Yuan
Jiaxi Zhang
Zhuojun Xie
Jiaying Xiao

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2023.1136005

4,346 views
9 citations

Original Research

Published on 09 Sep 2021

Multimodal Prediction of Alzheimer's Disease Severity Level Based on Resting-State EEG and Structural MRI

in Brain-Computer Interfaces

Belmir Jesus
Raymundo Cassani
William J. McGeown
Marco Cecchi
K. C. Fadem
Tiago H. Falk

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.700627

7,386 views
23 citations

Original Research

Published on 19 Apr 2021

Multimodal Capture of Patient Behaviour for Improved Detection of Early Dementia: Clinical Feasibility and Preliminary Results

in Human-Media Interaction

Patrik Jonell
Birger Moëll
Krister Håkansson
Gustav Eje Henter
Taras Kucherenko
Olga Mikheeva
Göran Hagman
Jasper Holleman
Miia Kivipelto
Hedvig Kjellström

Frontiers in Computer Science

doi 10.3389/fcomp.2021.642633

8,323 views
22 citations

Systematic Review

Published on 01 Oct 2025

Assessing the impact of Mobility-as-a-Service (MaaS) on sustainable urban travel behaviors: a systematic literature review

in Urban Transportation Systems and Mobility

Chengyuan An
Jiawei Shen

Frontiers in Sustainable Cities

doi 10.3389/frsc.2025.1645488

6,409 views
2 citations

Review

Published on 03 Aug 2023

Maternal taurine as a modulator of Cl– homeostasis as well as of glycine/GABAA receptors for neocortical development

in Cellular Neurophysiology

Tomonori Furukawa
Atsuo Fukuda

Frontiers in Cellular Neuroscience

doi 10.3389/fncel.2023.1221441

6,645 views
9 citations

Original Research

Published on 30 Jul 2020

Classification and Graphical Analysis of Alzheimer’s Disease and Its Prodromal Stage Using Multimodal Features From Structural, Diffusion, and Functional Neuroimaging Data and the APOE Genotype

in Alzheimer's Disease and Related Dementias

Yubraj Gupta
Ji-In Kim
Byeong Chae Kim
Goo-Rak Kwon

Frontiers in Aging Neuroscience

doi 10.3389/fnagi.2020.00238

10,213 views
39 citations

Articles

Large language model-based multimodal system for detecting and grading ocular surface diseases from smartphone images

A virtual reality-based multimodal framework for adolescent depression screening using machine learning

Spectroscopic photoacoustic/ultrasound/optical-microscopic multimodal intrarectal endoscopy for detection of centimeter-scale deep lesions

Multimodal Prediction of Alzheimer's Disease Severity Level Based on Resting-State EEG and Structural MRI

Multimodal Capture of Patient Behaviour for Improved Detection of Early Dementia: Clinical Feasibility and Preliminary Results

Assessing the impact of Mobility-as-a-Service (MaaS) on sustainable urban travel behaviors: a systematic literature review

Maternal taurine as a modulator of Cl– homeostasis as well as of glycine/GABAA receptors for neocortical development

Classification and Graphical Analysis of Alzheimer’s Disease and Its Prodromal Stage Using Multimodal Features From Structural, Diffusion, and Functional Neuroimaging Data and the APOE Genotype