Papers matching “multimodal data integration” 117
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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 -
Multimodal integration of longitudinal noninvasive diagnostics for survival prediction in immunotherapy using deep learning2025 Journal of the American Medical Informatics Association article Computer Science Machine Learning in Healthcare Open access
Melda Yeghaian, Zuhir Bodalal, John B.A.G. Haanen, Regina G. H. Beets‐Tan, Stefano Trebeschi, Marcel A. J. van Gerven
15citations -
AtlasOT - The Fused Unbalanced Gromov-Wasserstein for Multimodal Integration of Disease Atlases2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Kai Peng, Mayra L. Ruiz Tejada Segura, Barthélémy Caron, Christoph Kuppe, James Shiniti Nagai, Ivan G. Costa
0citations -
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 -
Data from "Single-cell integration and multi-modal profiling reveals phenotypes and spatial organization of neutrophils in colorectal cancer"0citations
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Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review2021 European Journal of Cancer review Computer Science AI in cancer detection Open access cited by 1 patent
Lucas Schneider, Sara Laiouar-Pedari, Sara Kuntz, Eva Krieghoff‐Henning, Achim Hekler, Jakob Nikolas Kather, +3 more
102citations -
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
11citations -
Atlas-scale spatially aware clustering with support for 3D and multimodal data using SpatialLeiden2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Niklas Müller‐Bötticher, Alexander Malt, Paul Kießling, Roland Eils, Christoph Kuppe, Naveed Ishaque
0citations -
Rheumatic Digital Twin: Proposed Machine Learning–Based Multimodal Framework to Inform Clinical Decision-Making2026 Journal of Medical Internet Research article Computer Science Machine Learning in Healthcare Open access
Daniyal Selani, Rachel Knevel, Marcel J. T. Reinders, Erik B. van den Akker
0citations -
A Generic Data Model for Precision Medicine Applied to Rare Genetic Epilepsy2026 German Medical Science (German Research Foundation) conference-paper Medicine Epilepsy research and treatment Open access
Ariadna Pérez Garriga, Philipp Honrath, Stefan Wolking, Beatrice Coldewey, Susann A. Bozkir, Nils Freyer, +4 more
0citations -
A guide to the BRAIN Initiative Cell Census Network data ecosystem2023 PLoS Biology article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Michael Hawrylycz, Maryann Elizabeth Martone, Giorgio A. Ascoli, Jan Gunnar Bjaalie, Hong‐Wei Dong, Satrajit Ghosh, +92 more
53citations -
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review2021 Journal of Medical Internet Research review Medicine Cutaneous Melanoma Detection and Management Open access
Julia Höhn, Achim Hekler, Eva Krieghoff‐Henning, Jakob Nikolas Kather, Jochen Sven Utikal, Friedegund Elke Meier, +18 more
66citations