OPTIMUS: Predicting Multivariate Outcomes in Alzheimer's Disease Using Multi-modal Data amidst Missing Values
Fuente:
arXiv
Saved in:
| Main Authors: | Diaz, Christelle Schneuwly, Vu, Duy-Thanh, Bodelet, Julien, Can, Duy-Cat, Blanc, Guillaume, Jiang, Haiting, Yao, Lin, Pantaleo, Guiseppe, ADNI, Chén, Oliver Y. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Physics-Informed Neural Koopman Machine for Interpretable Longitudinal Personalized Alzheimer's Disease Forecasting
by: Hrusanov, Georgi, et al.
Published: (2025)
by: Hrusanov, Georgi, et al.
Published: (2025)
Alpha-Z divergence unveils further distinct phenotypic traits of human brain connectivity fingerprint
by: Uddin, Md Kaosar, et al.
Published: (2025)
by: Uddin, Md Kaosar, et al.
Published: (2025)
Accessing the topological properties of human brain functional sub-circuits in Echo State Networks
by: Nguyen, Bach, et al.
Published: (2024)
by: Nguyen, Bach, et al.
Published: (2024)
Cognitive Dark Matter: Measuring What AI Misses
by: Mineault, Patrick J., et al.
Published: (2026)
by: Mineault, Patrick J., et al.
Published: (2026)
The hands of time: Moving my body to keep time order in the brain
by: Lagarde, Julien
Published: (2025)
by: Lagarde, Julien
Published: (2025)
The brain as a blueprint: a survey of brain-inspired approaches to learning in artificial intelligence
by: Etter, Guillaume
Published: (2025)
by: Etter, Guillaume
Published: (2025)
Large Language Model Agents Enable Autonomous Design and Image Analysis of Microwell Microfluidics
by: Nguyen, Dinh-Nguyen, et al.
Published: (2025)
by: Nguyen, Dinh-Nguyen, et al.
Published: (2025)
Volume-optimal persistence homological scaffolds of hemodynamic networks covary with MEG theta-alpha aperiodic dynamics
by: Nguyen, Nghi, et al.
Published: (2024)
by: Nguyen, Nghi, et al.
Published: (2024)
A principled framework to assess the information-theoretic fitness of brain functional sub-circuits
by: Duong-Tran, Duy, et al.
Published: (2024)
by: Duong-Tran, Duy, et al.
Published: (2024)
The Temporal Evolution of Modality-Independent Representations of Conceptual Categories
by: Dirani, Julien, et al.
Published: (2022)
by: Dirani, Julien, et al.
Published: (2022)
An Open-Access Multi-modal Dataset for Cognitive, Motor, and Cognitive-Motor Tasks
by: Ajra, Zaineb, et al.
Published: (2026)
by: Ajra, Zaineb, et al.
Published: (2026)
A Lipid Rafts Theory of Alzheimer's Disease
by: Rappoport, Ari
Published: (2023)
by: Rappoport, Ari
Published: (2023)
Semantic distance organizes social knowledge: Insights from semantic dementia and cross-modal conceptual space
by: Colón, Y. Ivette, et al.
Published: (2024)
by: Colón, Y. Ivette, et al.
Published: (2024)
Spatial navigation in preclinical Alzheimer's disease: A review
by: Salouhou, Syrine, et al.
Published: (2026)
by: Salouhou, Syrine, et al.
Published: (2026)
Inward rectifier potassium channels interact with calcium channels to promote robust and physiological bistability
by: De Worm, Anaëlle, et al.
Published: (2024)
by: De Worm, Anaëlle, et al.
Published: (2024)
Topological Data Analysis for Multivariate Time Series Data
by: Bourakna, Anass El Yaagoubi, et al.
Published: (2022)
by: Bourakna, Anass El Yaagoubi, et al.
Published: (2022)
The many roads to dementia: a systems view of Alzheimer's disease
by: Kareva, Irina
Published: (2025)
by: Kareva, Irina
Published: (2025)
Mechanisms and Controversies of tACS (Transcranial Alternating Current Stimulation)
by: Modolo, Julien, et al.
Published: (2024)
by: Modolo, Julien, et al.
Published: (2024)
A framework for disentangling spatial and visual neural representations
by: Morimoto, Mai M., et al.
Published: (2025)
by: Morimoto, Mai M., et al.
Published: (2025)
From Physics to Sentience: Deciphering the Semantics of the Free-Energy Principle and Evaluating its Claims
by: Sheikhbahaee, Zahra, et al.
Published: (2024)
by: Sheikhbahaee, Zahra, et al.
Published: (2024)
Morphological Neuron Classification Using Machine Learning
by: Vasques, Xavier, et al.
Published: (2025)
by: Vasques, Xavier, et al.
Published: (2025)
Unveiling the shared grey matter signature between Alzheimer's and Parkinson's Disease
by: Gangasandra, Vishaak, et al.
Published: (2026)
by: Gangasandra, Vishaak, et al.
Published: (2026)
Modulating the tennis racket grip during motor imagery influences serve accuracy and performance: A pilot study
by: Guillot, Aymeric, et al.
Published: (2025)
by: Guillot, Aymeric, et al.
Published: (2025)
Targeting the Synergistic Interaction of Pathologies in Alzheimer's Disease: Rationale and Prospects for Combination Therapy
by: She, Xutong
Published: (2025)
by: She, Xutong
Published: (2025)
Advancing Multiscale Structural Mapping for Alzheimer's Disease using Local Gyrification Index
by: Jang, Jinhee, et al.
Published: (2024)
by: Jang, Jinhee, et al.
Published: (2024)
Complex non-Markovian dynamics and the dual role of astrocytes in Alzheimer's disease development and propagation
by: Pal, Swadesh, et al.
Published: (2022)
by: Pal, Swadesh, et al.
Published: (2022)
Responses of the Neurobiological Craving Signature to smoking versus alternative social rewards predict craving and monthly smoking in adolescents
by: Tamellini, Maddalena, et al.
Published: (2026)
by: Tamellini, Maddalena, et al.
Published: (2026)
Pyk2 plays a critical role in synaptic dysfunction during the early stages of Alzheimer's disease
by: Rodriguez, Quentin, et al.
Published: (2025)
by: Rodriguez, Quentin, et al.
Published: (2025)
The same but different: impact of animal facility sanitary status on a transgenic mouse model of Alzheimer's disease
by: Ismeurt-Walmsley, Caroline, et al.
Published: (2024)
by: Ismeurt-Walmsley, Caroline, et al.
Published: (2024)
Modelling Alzheimer's Protein Dynamics: A Data-Driven Integration of Stochastic Methods, Machine Learning and Connectome Insights
by: MacIver, Alec, et al.
Published: (2024)
by: MacIver, Alec, et al.
Published: (2024)
beta Hydroxybutyrate remodels the C99 interactome and coincides with restored organelle homeostasis in a Drosophila Alzheimers model
by: Huang, Hao, et al.
Published: (2025)
by: Huang, Hao, et al.
Published: (2025)
Learning to combine top-down context and feed-forward representations under ambiguity with apical and basal dendrites
by: Islah, Nizar, et al.
Published: (2023)
by: Islah, Nizar, et al.
Published: (2023)
Temporal structure of the language hierarchy within small cortical patches
by: Gadonneix, Julien, et al.
Published: (2026)
by: Gadonneix, Julien, et al.
Published: (2026)
Learning continually with representational drift
by: van der Veldt, Suzanne, et al.
Published: (2025)
by: van der Veldt, Suzanne, et al.
Published: (2025)
Self-supervised contrastive learning unveils cortical folding pattern linked to prematurity
by: Laval, Julien, et al.
Published: (2024)
by: Laval, Julien, et al.
Published: (2024)
Membrane Interactions in Alzheimer`s Treatment Strategies with Multitarget Molecules
by: Zambrano, Pablo
Published: (2024)
by: Zambrano, Pablo
Published: (2024)
Accounting for Missed Events in the Bayesian Modeling of IP3R Multimodal Gating
by: Marzougui, Schayma Ben, et al.
Published: (2026)
by: Marzougui, Schayma Ben, et al.
Published: (2026)
Multi-modal Gaussian Process Variational Autoencoders for Neural and Behavioral Data
by: Gondur, Rabia, et al.
Published: (2023)
by: Gondur, Rabia, et al.
Published: (2023)
New modalities of cortical electrophysiology, perspectives in medical research and human physiology
by: Bourdillon, Pierre, et al.
Published: (2024)
by: Bourdillon, Pierre, et al.
Published: (2024)
Activity-dependent neuromodulation and calcium homeostasis cooperate to produce robust and modulable neuronal function
by: Fyon, Arthur, et al.
Published: (2024)
by: Fyon, Arthur, et al.
Published: (2024)
Similar Items
-
Physics-Informed Neural Koopman Machine for Interpretable Longitudinal Personalized Alzheimer's Disease Forecasting
by: Hrusanov, Georgi, et al.
Published: (2025) -
Alpha-Z divergence unveils further distinct phenotypic traits of human brain connectivity fingerprint
by: Uddin, Md Kaosar, et al.
Published: (2025) -
Accessing the topological properties of human brain functional sub-circuits in Echo State Networks
by: Nguyen, Bach, et al.
Published: (2024) -
Cognitive Dark Matter: Measuring What AI Misses
by: Mineault, Patrick J., et al.
Published: (2026) -
The hands of time: Moving my body to keep time order in the brain
by: Lagarde, Julien
Published: (2025)