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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 -
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 -
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 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 -
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 -
Multimodal evidence for impaired glymphatic brain clearance as a mediator of “inflammaging” in schizophrenia – integrating insights from in vivo neuroimaging, omics, and post-mortem single nucleus-RNA-Seq data2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Cerebrospinal fluid and hydrocephalus Open access
Xiaolin Tan, Malte Simon, Daniel Rosebrock, Mariia M Firulyova, Doris Gruber-Schoffnegger, Marisa Fuerst, +7 more
0citations -
Neural Correlates of Impulse Control Disorders in Parkinson's Disease: Analysis of Multimodal Imaging Data2022 SSRN Electronic Journal preprint Medicine Parkinson's Disease Mechanisms and Treatments Open access
Hamzah Hamid Baagil, Christian Hohenfeld, Ute Habel, Simon Bodo Eickhoff, Raquel E. Gur, Kathrin Reetz, +1 more
0citations -
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 -
CAVACHON: a hierarchical variational autoencoder to integrate multi-modal single-cell data2024 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Ping‐Han Hsieh, Ru-Xiu Hsiao, Katalin Ferenc, Anthony Mathelier, Rebekka Burkholz, Chien‐Yu Chen, +3 more
0citations -
PLANTMETBENCH: A MULTIMODAL KNOWLEDGE GRAPH BENCHMARK FOR BIOSYNTHESIS PREDICTION2026 ChemRxiv preprint Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access
Elena Del Pup, Berfin Inal, Joana Tirana, Jose Eduardo Escrig Molina, Yu-Long Xu, Aike Potze, +3 more
0citations -
Genolator: A Multimodal Large Language Model Fusing Natural Language, Genomic, and Structural Tokens for Protein Function Interpretation2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access
Martin Danner, Tanhim Islam, Matthias Begemann, Florian Kraft, Miriam Elbracht, Ingo Kurth, +1 more
0citations -
Assessing chemical toxicity across Eukaryota using multimodal transformers2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Environmental Toxicology and Ecotoxicology Open access
Styrbjörn Käll, Mikael B. Gustavsson, Patrik Svedberg, Mercedes Dalman, Jens Henriksson, Thomas Backhaus, +1 more
0citations