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Multimodal Data Integration Advances Longitudinal Prediction of the Naturalistic Course of Depression and Reveals a Multimodal Signature of Disease Chronicity2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Treatment of Major Depression Open access
Philippe C. Habets, Rajat Mani Thomas, Yuri Milaneschi, Rick Jansen, René Pool, Wouter J. Peyrot, +4 more
0citations -
Learning multimodal explainable AI models from medical images and tabular data: proof of concept2025 SPIE Medical Imaging: Image Processing conference-paper Computer Science Explainable Artificial Intelligence (XAI)
Mafalda Malafaia, Thalea Schlender, Peter A. N. Bosman, Tanja Alderliesten
0citations -
Enabling multimodal sensor fusion in additive manufacturing using a voxel-based data model2025 Production Engineering article Engineering Additive Manufacturing and 3D Printing Technologies Open access cited by 1 patent
Jonas Großeheide, Zhengrui Tao, Dominik Wolfschläger, Wim Dewulf, Robert Heinrich Schmitt
14citations -
Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate Diagnosis2022 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access
Firas Khader, Gustav Mueller-Franzes, Tianci Wang, Soroosh Tayebi Arasteh, Christoph Haarburger, Johannes Stegmaier, +5 more
3citations -
A Correlative Microscopy Dataset for Multimodal Data Fusion and Image Matching in Materials Science2026 Scientific Data data-paper Computer Science Advanced Image and Video Retrieval Techniques Open access
Ali Riza Durmaz, James D. Lamb, Kamilla Zaripova, Madeline Vailhe, Julia T. Pürstl, Justine Schulte, +3 more
1citations -
Hypothesizing Multimodal Influence: Assessing the Impact of Textual and Non-Textual Data on Financial Instrument Pricing Using NLP and Generative AI2024 SSRN Electronic Journal preprint Decision Sciences Stock Market Forecasting Methods Open access
Karolina Bolesta, Gabin Taibi, Codruța Mare, Branka Hadji Misheva, Christian Hopp, Joerg R. Osterrieder
1citations -
Revealing the neurobiology underlying interpersonal neural synchronization with multimodal data fusion2023 Neuroscience & Biobehavioral Reviews article Psychology Action Observation and Synchronization Open access
Leon D. Lotter, Simon H. Kohl, Christian Gerloff, Alexandra Niephaus, Juergen Dukart, Martin Schulte‐Rüther, +2 more
49citations -
Revealing the Neurobiology Underlying Interpersonal Neural Synchronization with Multimodal Data Fusion2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Psychology Action Observation and Synchronization Open access
Leon D. Lotter, Simon H. Kohl, Christian Gerloff, Alexandra Niephaus, Juergen Dukart, Martin Schulte‐Rüther, +2 more
3citations -
Predicting Depression Risk in Patients with Cancer Using Multimodal Data2023 Studies in health technology and informatics book-chapter Medicine Cancer survivorship and care Open access
Anne de Hond, Marieke Meija van Buchem, Claudio Fanconi, Mohana Roy, Douglas W. Blayney, Ilse M.J. Kant, +2 more
3citations -
PHLOWER leverages single-cell multimodal data to infer complex, multi-branching cell differentiation trajectories2025 Nature Methods article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Mingbo Cheng, Jitske Jansen, Katharina C. Reimer, Vincent P. Grande, James Shiniti Nagai, Zhijian Li, +6 more
10citations -
Multimodal treatment and immune checkpoint inhibition in sinonasal mucosal melanoma: real-world data of a retrospective, single-center study2023 European Archives of Oto-Rhino-Laryngology article Medicine Head and Neck Surgical Oncology Open access
Agmal Scherzad, Manuel Stöth, Till Jasper Meyer, Lukas Haug, Thomas Eckhard Gehrke, Bastian Schilling, +5 more
12citations