Self-supervised multimodal learning for group inferences from MRI data: Discovering disorder-relevant brain regions and multimodal links by Alex Fedorov, Eloy Geenjaar, Lei Wu, Tristan Sylvain, Thomas P. DeRamus, Margaux Luck, Maria Misiura, Girish Mittapalle, R. Devon Hjelm, Sergey M. Plis, Vince D. Calhoun

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Multimodal learning for emergency department triage implementation: experiences from Papua New Guinea during the COVID-19 pandemicResearch in context by Rob Mitchell, Sarah Bornstein, Donna Piamnok, Wilma Sebby, Carl Kingston, Rayleen Tefatu, Mangu Kendino, Betty Josaiah, Jasper Pole, Sylvia Kuk, Sarah Körver, Jean-Philippe Miller, Travis Cole, Andrew Erbs, Gerard O'Reilly, Peter Cameron, Duncan Sengiromo, Colin Banks

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The Reggio Emilia and the Mosaic approach: Opponents or allies in multimodal teaching and learning? A discussion of their contribution to multimodal learning in early years education by Neuza Brandao, Evgenia Theodotou

“…This paper focuses on multimodality and multimodal learning in early years education and the different approaches, which can be used to create a multimodal learning environment. …”
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Mixed land use measurement and mapping with street view images and spatial context-aware prompts via zero-shot multimodal learning by Meiliu Wu, Qunying Huang, Song Gao, Zhou Zhang

Subjects: “…Vision-language multimodal learning…”
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Multimodal few-shot classification without attribute embedding by Jun Qing Chang, Deepu Rajan, Nicholas Vun

Subjects: “…Multimodal learning…”
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Multimodal AutoML via Representation Evolution by Blaž Škrlj, Matej Bevec, Nada Lavrač

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Use of multimodal dataset in AI for detecting glaucoma based on fundus photographs assessed with OCT: focus group study on high prevalence of myopia by Wee Shin Lim, Heng-Yen Ho, Heng-Chen Ho, Yan-Wu Chen, Chih-Kuo Lee, Pao-Ju Chen, Feipei Lai, Jyh-Shing Roger Jang, Mei-Lan Ko

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DM²S²: Deep Multimodal Sequence Sets With Hierarchical Modality Attention by Shunsuke Kitada, Yuki Iwazaki, Riku Togashi, Hitoshi Iyatomi

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Cross-Modal Sentiment Sensing with Visual-Augmented Representation and Diverse Decision Fusion by Sun Zhang, Bo Li, Chunyong Yin

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Standardising Breast Radiotherapy Structure Naming Conventions: A Machine Learning Approach by Ali Haidar, Matthew Field, Vikneswary Batumalai, Kirrily Cloak, Daniel Al Mouiee, Phillip Chlap, Xiaoshui Huang, Vicky Chin, Farhannah Aly, Martin Carolan, Jonathan Sykes, Shalini K. Vinod, Geoffrey P. Delaney, Lois Holloway

Subjects: “…multimodal learning…”
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Multimodal fused deep learning for drug property prediction: Integrating chemical language and molecular graph by Xiaohua Lu, Liangxu Xie, Lei Xu, Rongzhi Mao, Xiaojun Xu, Shan Chang

Subjects: “…Multimodal learning…”
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Predict Vessel Traffic with Weather Conditions Based on Multimodal Deep Learning by Hu Xiao, Yan Zhao, Hao Zhang

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Multi-View Attention Network for Visual Dialog by Sungjin Park, Taesun Whang, Yeochan Yoon, Heuiseok Lim

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A review on multimodal machine learning in medical diagnostics by Keyue Yan, Tengyue Li, João Alexandre Lobo Marques, Juntao Gao, Simon James Fong

Subjects: “…multimodal learning…”
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Look, read and feel : benchmarking ads understanding with multimodal multitask learning by Zhang, Huaizheng, Luo, Yong, Ai, Qiming, Wen, Yonggang, Hu, Han

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Multimodal few-shot classification without attribute embedding by Chang, Jun Qing, Rajan, Deepu, Vun, Nicholas

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Integrating Biomarkers From Virtual Reality and Magnetic Resonance Imaging for the Early Detection of Mild Cognitive Impairment Using a Multimodal Learning Approach: Validation Study by Bogyeom Park, Yuwon Kim, Jinseok Park, Hojin Choi, Seong-Eun Kim, Hokyoung Ryu, Kyoungwon Seo

“…Furthermore, we focused on improving early MCI detection by leveraging multimodal learning to integrate VR-derived and MRI biomarkers. …”
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lncRNA_Mdeep: An Alignment-Free Predictor for Distinguishing Long Non-Coding RNAs from Protein-Coding Transcripts by Multimodal Deep Learning by Xiao-Nan Fan, Shao-Wu Zhang, Song-Yao Zhang, Jin-Jie Ni

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Multimodal Early Birth Weight Prediction Using Multiple Kernel Learning by Lisbeth Camargo-Marín, Mario Guzmán-Huerta, Omar Piña-Ramirez, Jorge Perez-Gonzalez

Subjects: “…multimodal learning…”
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Multimodal Fusion Remote Sensing Image–Audio Retrieval by Rui Yang, Shuang Wang, Yingzhi Sun, Huan Zhang, Yu Liao, Yu Gu, Biao Hou, Licheng Jiao

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