Multimodal Alignment Improves Generalizability of Genomic Biomarker Prediction in Computational Pathology
Fuente:
arXiv
Saved in:
| Main Authors: | Redekop, Ekaterina, Zimmermann, Eric, Amini, Ava P, Lu, Alex X, Tenenholtz, Neil, Hall, James Brian, Crawford, Lorin, Severson, Kristen A |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Mixed Magnification Aggregation for Generalizable Region-Level Representations in Computational Pathology
by: Zimmermann, Eric, et al.
Published: (2026)
by: Zimmermann, Eric, et al.
Published: (2026)
Computational Mapping of Reactive Stroma in Prostate Cancer Yields Interpretable, Prognostic Biomarkers
by: Pleasure, Mara, et al.
Published: (2026)
by: Pleasure, Mara, et al.
Published: (2026)
Adapting Self-Supervised Learning for Computational Pathology
by: Zimmermann, Eric, et al.
Published: (2024)
by: Zimmermann, Eric, et al.
Published: (2024)
Structural causal influence (SCI) captures the forces of social inequality in models of disease dynamics
by: Surasinghe, Sudam, et al.
Published: (2024)
by: Surasinghe, Sudam, et al.
Published: (2024)
ORCA: A Comprehensive AI-Driven Platform for Digital Pathology Analysis and Biomarker Discovery
by: Shaker, Noor, et al.
Published: (2025)
by: Shaker, Noor, et al.
Published: (2025)
Digital Volumetric Biopsy Cores Improve Gleason Grading of Prostate Cancer Using Deep Learning
by: Redekop, Ekaterina, et al.
Published: (2024)
by: Redekop, Ekaterina, et al.
Published: (2024)
EXAONE Path 2.5: Pathology Foundation Model with Multi-Omics Alignment
by: Yun, Juseung, et al.
Published: (2025)
by: Yun, Juseung, et al.
Published: (2025)
Portable-CELLxGENE: standalone executables of CELLxGENE for easy installation
by: Hall, George T.
Published: (2024)
by: Hall, George T.
Published: (2024)
Integrating Genomics into Multimodal EHR Foundation Models
by: Amar, Jonathan, et al.
Published: (2025)
by: Amar, Jonathan, et al.
Published: (2025)
GREGoR: Accelerating Genomics for Rare Diseases
by: Dawood, Moez, et al.
Published: (2024)
by: Dawood, Moez, et al.
Published: (2024)
Improving Genomic Prediction using High-dimensional Secondary Phenotypes: the Genetic Latent Factor Approach
by: Melsen, Killian A. C., et al.
Published: (2024)
by: Melsen, Killian A. C., et al.
Published: (2024)
Bridge2AI Recommendations for AI-Ready Genomic Data
by: Cannon, Matthew, et al.
Published: (2025)
by: Cannon, Matthew, et al.
Published: (2025)
Solving the Inverse Problem of Magnetic Induction Tomography Using Gauss-Newton Iterative Method and Zoning Technique to Reduce Unknown Coefficients
by: Yousefi, Mohammad Reza, et al.
Published: (2024)
by: Yousefi, Mohammad Reza, et al.
Published: (2024)
Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology
by: Zimmermann, Eric, et al.
Published: (2024)
by: Zimmermann, Eric, et al.
Published: (2024)
SequenceLab: A Comprehensive Benchmark of Computational Methods for Comparing Genomic Sequences
by: Rumpf, Maximilian-David, et al.
Published: (2023)
by: Rumpf, Maximilian-David, et al.
Published: (2023)
Multimodal AI-driven Biomarker for Early Detection of Cancer Cachexia
by: Ahmed, Sabeen, et al.
Published: (2025)
by: Ahmed, Sabeen, et al.
Published: (2025)
A Multimodal Foundation Model to Enhance Generalizability and Data Efficiency for Pan-cancer Prognosis Prediction
by: Zhou, Huajun, et al.
Published: (2025)
by: Zhou, Huajun, et al.
Published: (2025)
WGTDA: A Topological Perspective to Biomarker Discovery in Gene Expression Data
by: Nyase, Ndivhuwo, et al.
Published: (2024)
by: Nyase, Ndivhuwo, et al.
Published: (2024)
Spatio-Temporal Variability of the Pepper Mild Mottle Virus Biomarker in Wastewater
by: Rosengart, AnnaElaine L., et al.
Published: (2024)
by: Rosengart, AnnaElaine L., et al.
Published: (2024)
Cardiovascular-Kidney-Metabolic Health: Insights from Wearables and Blood Biomarkers
by: Esmaeilpour, Zeinab, et al.
Published: (2026)
by: Esmaeilpour, Zeinab, et al.
Published: (2026)
MolBind: Multimodal Alignment of Language, Molecules, and Proteins
by: Xiao, Teng, et al.
Published: (2024)
by: Xiao, Teng, et al.
Published: (2024)
Genomic Influence of a Key Transcription Factor in Male Glandular Malignancy
by: Powell, Allison, et al.
Published: (2025)
by: Powell, Allison, et al.
Published: (2025)
Multimodal Spatial Omics: From Data Acquisition to Computational Integration
by: Isik, Esra Busra, et al.
Published: (2026)
by: Isik, Esra Busra, et al.
Published: (2026)
Discovering Multi-omic Biomarkers for Prostate Cancer Severity Using Machine Learning
by: Zhou, Jefferson, et al.
Published: (2024)
by: Zhou, Jefferson, et al.
Published: (2024)
Biomarker Integration and Biosensor Technologies Enabling AI-Driven Insights into Biological Aging
by: Kushner, Jared A, et al.
Published: (2025)
by: Kushner, Jared A, et al.
Published: (2025)
Challenges and Recommendations in Establishing National Human Diversity Genomic Projects
by: Oleksyk, Taras K., et al.
Published: (2025)
by: Oleksyk, Taras K., et al.
Published: (2025)
Computational optimisation of slow cooling profiles for the cryopreservation of cells in suspension
by: Jennings, Jack Lee, et al.
Published: (2025)
by: Jennings, Jack Lee, et al.
Published: (2025)
A story of viral co-infection, co-transmission and co-feeding in ticks: how to compute an invasion reproduction number
by: Belluccini, Giulia, et al.
Published: (2024)
by: Belluccini, Giulia, et al.
Published: (2024)
Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning
by: Li, Hongtao, et al.
Published: (2026)
by: Li, Hongtao, et al.
Published: (2026)
Dictionary-based Pathology Mining with Hard-instance-assisted Classifier Debiasing for Genetic Biomarker Prediction from WSIs
by: Zhang, Ling, et al.
Published: (2026)
by: Zhang, Ling, et al.
Published: (2026)
Mechanistic Learning for Survival Prediction in NSCLC Using Routine Blood Biomarkers and Tumor Kinetics
by: Taieb, Ruben, et al.
Published: (2026)
by: Taieb, Ruben, et al.
Published: (2026)
Predicting Protein-Nucleic Acid Flexibility Using Persistent Sheaf Laplacians
by: Hayes, Nicole, et al.
Published: (2025)
by: Hayes, Nicole, et al.
Published: (2025)
Diversifying the Genomic Data Science Research Community
by: Network, The Genomic Data Science Community, et al.
Published: (2022)
by: Network, The Genomic Data Science Community, et al.
Published: (2022)
GOPHER: Optimization-based Phenotype Randomization for Genome-Wide Association Studies with Differential Privacy
by: Nandi, Anupama, et al.
Published: (2025)
by: Nandi, Anupama, et al.
Published: (2025)
Genomic and pathological analyses of an asymmetric true hermaphroditism case in a female labrador retriever
by: Zhou, Yihang
Published: (2025)
by: Zhou, Yihang
Published: (2025)
MAFin: Motif Detection in Multiple Alignment Files
by: Patsakis, Michail, et al.
Published: (2024)
by: Patsakis, Michail, et al.
Published: (2024)
Improving the Scan-rescan Precision of AI-based CMR Biomarker Estimation
by: Wickremasinghe, Dewmini Hasara, et al.
Published: (2024)
by: Wickremasinghe, Dewmini Hasara, et al.
Published: (2024)
Parallelism in Neurodegenerative Biomarker Tests: Hidden Errors and the Risk of Misconduct
by: Petzold, Axel, et al.
Published: (2025)
by: Petzold, Axel, et al.
Published: (2025)
Artificial Intelligence for Digital and Computational Pathology
by: Song, Andrew H., et al.
Published: (2023)
by: Song, Andrew H., et al.
Published: (2023)
Learning Normal Representations for Blood Biomarkers
by: Shah, Aashna P., et al.
Published: (2026)
by: Shah, Aashna P., et al.
Published: (2026)
Similar Items
-
Mixed Magnification Aggregation for Generalizable Region-Level Representations in Computational Pathology
by: Zimmermann, Eric, et al.
Published: (2026) -
Computational Mapping of Reactive Stroma in Prostate Cancer Yields Interpretable, Prognostic Biomarkers
by: Pleasure, Mara, et al.
Published: (2026) -
Adapting Self-Supervised Learning for Computational Pathology
by: Zimmermann, Eric, et al.
Published: (2024) -
Structural causal influence (SCI) captures the forces of social inequality in models of disease dynamics
by: Surasinghe, Sudam, et al.
Published: (2024) -
ORCA: A Comprehensive AI-Driven Platform for Digital Pathology Analysis and Biomarker Discovery
by: Shaker, Noor, et al.
Published: (2025)