Cover Image

Robust Multi-Omics Integration from Incomplete Modalities Significantly Improves Prediction of Alzheimer's Disease

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Park, Sungjoon, Lee, Kyungwook, Yim, Soorin, Hwang, Doyeong, Kim, Dongyun, Lee, Soonyoung, Dunn, Amy, Gatti, Daniel, Chesler, Elissa, O'Connell, Kristen, Kim, Kiyoung
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence I.2.1; J.3
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Investigating Hyperactivity in Alzheimer's Disease: Genetic and Dietary Influences in AD‐BXD Mice
by: Kiyoung Kim, et al.
Published: (2025)

Cell Type‐Aware Multiple Instance Learning Improves Alzheimer’s Disease Prediction from snRNA‐seq
by: Soorin Yim, et al.
Published: (2025)

EXAONE Path 2.5: Pathology Foundation Model with Multi-Omics Alignment
by: Yun, Juseung, et al.
Published: (2025)

S-confinement of 3d Argyres-Douglas theories and the Seiberg-like duality with an adjoint matter
by: Hwang, Chiung, et al.
Published: (2024)

ChatEXAONEPath: An Expert-level Multimodal Large Language Model for Histopathology Using Whole Slide Images
by: Kim, Sangwook, et al.
Published: (2025)

Task Addition in Multi-Task Learning by Geometrical Alignment
by: Yim, Soorin, et al.
Published: (2024)

Multitask Extension of Geometrically Aligned Transfer Encoder
by: Ko, Sung Moon, et al.
Published: (2024)

Geometric Embedding Alignment via Curvature Matching in Transfer Learning
by: Ko, Sung Moon, et al.
Published: (2025)

Scalable Multi-Task Transfer Learning for Molecular Property Prediction
by: Lee, Chanhui, et al.
Published: (2024)

3D TFTs and boundary VOAs from BPS spectra of $(G,G')$ Argyres-Douglas theories
by: Kim, Minsung, et al.
Published: (2025)

Bi-directional Contextual Attention for 3D Dense Captioning
by: Kim, Minjung, et al.
Published: (2024)

Organic Surface Doping for High‐Performance Perovskite Transistors
by: Ju‐Hyeon Kim, et al.
Published: (2024)

Kirrel3 is associated with disordered sleep in presymptomatic Alzheimer’s disease mice.
by: Surjeet Singh, et al.
Published: (2024)

Evaluation of hippocampal DLGAP2 overexpression on cognition, synaptic function, and dendritic spine structure in a translationally relevant AD mouse model
by: Andrew Ouellette, et al.
Published: (2025)

MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations
by: Bae, Kyungho, et al.
Published: (2025)

Score-informed Neural Operator for Enhancing Ordering-based Causal Discovery
by: Kang, Jiyeon, et al.
Published: (2025)

Natural Functional Gradients for Smooth Trajectory Optimization
by: Park, Kisang, et al.
Published: (2026)

Learning-based Dynamic Robot-to-Human Handover
by: Kim, Hyeonseong, et al.
Published: (2025)

Classification of monopole deformed 3d $\mathcal{N}=2$ Seiberg-like duality with an adjoint matter
by: Jia, Qiang, et al.
Published: (2025)

See It All: Contextualized Late Aggregation for 3D Dense Captioning
by: Kim, Minjung, et al.
Published: (2024)

EXAONEPath 1.0 Patch-level Foundation Model for Pathology
by: Yun, Juseung, et al.
Published: (2024)

Self‐Rectifying Short‐Term Memory Phenomena Through Integration of TiOx Oxygen Reservoir and Al2O3 Barrier Layers for Neuromorphic System
by: Hyeonseung Ji, et al.
Published: (2024)

Understanding Nontuberculous Mycobacterial Pulmonary Disease as a Chronic Lung Disease
by: Hyung‐Jun Kim, et al.
Published: (2025)

Clinical Evaluation of an Integrated Tri‐Modal Transdermal Device for Enhanced Serum Absorption
by: Youjin Kim, et al.
Published: (2026)

Geometric RSK and the Toda lattice
by: O'Connell, Neil
Published: (2013)

Code for: "Sustainable landscaping and sustainability education on a college campus: a case study in place-based, collaborative ecosystem science"
by: O'Connell, Christine
Published: (2025)

From Courtly Dress to Italian Style: Fashion History at Florence's Museo della Moda e del Costume
by: O'Connell, Mark
Published: (2025)

Wet Storage in Ireland: GIS Data
by: O'Connell, Ross
Published: (2025)

The Making of a University 2025
by: O'Connell, John
Published: (2025)

Absorption times for discrete Whittaker processes and non-intersecting Brownian bridges
by: O'Connell, Neil
Published: (2026)

Random Forests as Statistical Procedures: Design, Variance, and Dependence
by: O'Connell, Nathaniel S.
Published: (2026)

A Collaboration to Teach US MPH Students about Cuba’s Health Care System
by: Joan O’Connell
Published: (2018)

Cereal pollen statistics for CRG peat-soil short monoliths
by: O'Connell, Michael
Published: (2018)

Late-glacial environmental reconstruction at Lough Namackanbeg, Spiddal, Co. Galway, Ireland: pollen and geochemistry
by: O'Connell, Michael
Published: (2018)

Cereal pollen statistics for CRG-LM profile (Carrownaglogh)
by: O'Connell, Michael
Published: (2018)

Holocene pollen profile NMK I, Lough Namackanbeg, Spiddal, Co. Galway
by: O'Connell, Michael
Published: (2018)

Geochemistry from profile NMK I, Lough Namackanbeg, Spiddal, Co. Galway
by: O'Connell, Michael
Published: (2018)

Magnetic susceptibility profile NMK II, Lough Namackanbeg, Spiddal, Co. Galway
by: O'Connell, Michael
Published: (2018)

Age determination of Carrownaglogh and Bunnyconnellan East samples
by: O'Connell, Michael
Published: (2018)

Age determination at Lough Doo, Co. Mayo, Ireland
by: O'Connell, Michael
Published: (2018)