Cover Image

Fed-ComBat: A Generalized Federated Framework for Batch Effect Harmonization in Collaborative Studies

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Silva, Santiago, Reguig, Ghiles, Oxtoby, Neil P, Altmann, Andre, Lorenzi, Marco
Format:	Preprint
Published:	2026
Subjects:	Quantitative Methods
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data
by: Silva, Santiago, et al.
Published: (2018)

How reproducible are data-driven subtypes of Alzheimer's disease atrophy?
by: Prevot, Emma, et al.
Published: (2024)

Scalable Modeling of Nonlinear Network Dynamics in Neurodegenerative Disease
by: Semchin, Daniel, et al.
Published: (2025)

U-FedTomAtt: Ultra-lightweight Federated Learning with Attention for Tomato Disease Recognition
by: George, Romiyal, et al.
Published: (2026)

Harmonic fields and the mechanical response of a cellular monolayer to ablation
by: Jensen, Oliver E., et al.
Published: (2025)

Subspace Tensor Orthogonal Rotation Model (STORM) for Batch Alignment, Cell Type Deconvolution, and Gene Imputation in Spatial Transcriptomic Data
by: Cottrell, Sean, et al.
Published: (2026)

MAT-Cell: A Multi-Agent Tree-Structured Reasoning Framework for Batch-Level Single-Cell Annotation
by: Yang, Yehui, et al.
Published: (2026)

A Structured Review of Fixed and Multimodal Sensing Techniques for Bat Monitoring
by: Sefawe, Maatla, et al.
Published: (2025)

MOSAIC: Codon Harmonization of Monte Carlo-Based Simulated Annealing for Linked Codons in Heterologous Protein Expression
by: Jeong, Yoonho, et al.
Published: (2025)

Automatic Raman Measurements in a High-Throughput Bioprocess Development Lab
by: Lange, Christoph, et al.
Published: (2025)

How Light Reshapes the Mind. An Active Inference Framework for the Cognitive and Emotional Effects of Indoor Lighting
by: Possati, Luca M.
Published: (2026)

SHREC: A Framework for Advancing Next-Generation Computational Phenotyping with Large Language Models
by: Pungitore, Sarah, et al.
Published: (2025)

Holistic Bioprocess Development Across Scales Using Multi-Fidelity Batch Bayesian Optimization
by: Martens, Adrian, et al.
Published: (2025)

Design of an Automated Ethanol Vapor Generating System for Alcohol Use Disorder(AUD) Animal Studies
by: Pozhitkov, Alexander, et al.
Published: (2025)

Disease Progression Modelling and Stratification for detecting sub-trajectories in the natural history of pathologies: application to Parkinson's Disease trajectory modelling
by: Viani, Alessandro, et al.
Published: (2024)

FPLIER: Federated Pathway-Level Information Extractor
by: Malpetti, Daniele, et al.
Published: (2026)

Multimodal Alignment Improves Generalizability of Genomic Biomarker Prediction in Computational Pathology
by: Redekop, Ekaterina, et al.
Published: (2026)

Privacy-Preserving Multi-Center Differential Protein Abundance Analysis with FedProt
by: Burankova, Yuliya, et al.
Published: (2024)

Beyond Exhaustive Sampling: Efficient Rotational Matching via Ball Harmonics
by: Kruse, Fabian, et al.
Published: (2025)

Crown-Like Structures in Breast Adipose Tissue: Finding a 'Needle-in-a-Haystack' using Artificial Intelligence and Collaborative Active Learning on the Web
by: Bhawsar, Praphulla MS, et al.
Published: (2024)

Improving data sharing and knowledge transfer via the Neuroelectrophysiology Analysis Ontology (NEAO)
by: Köhler, Cristiano André, et al.
Published: (2024)

Harmonization Benchmarking Tool for Neuroimaging Datasets
by: Osika, Tom, et al.
Published: (2022)

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss
by: Xie, HongXin, et al.
Published: (2025)

A Framework for Building Enviromics Matrices in Mixed Models
by: Trevisan, B. A., et al.
Published: (2025)

OMOP ETL Framework for Semi-Structured Health Data
by: Desmond, Jacob, et al.
Published: (2025)

Virtual Cells: From Conceptual Frameworks to Biomedical Applications
by: Bhardwaj, Saurabh, et al.
Published: (2025)

BlastDiffusion: A Latent Diffusion Model for Generating Synthetic Embryo Images to Address Data Scarcity in In Vitro Fertilization
by: Golfe, Alejandro, et al.
Published: (2025)

Scoring-Assisted Generative Exploration for Proteins (SAGE-Prot): A Framework for Multi-Objective Protein Optimization via Iterative Sequence Generation and Evaluation
by: Lim, Hocheol, et al.
Published: (2025)

ProT-GFDM: A Generative Fractional Diffusion Model for Protein Generation
by: Liang, Xiao, et al.
Published: (2025)

Geometry Reduced Order Modeling (GROM) with application to modeling of glymphatic function
by: Solheim, Andreas, et al.
Published: (2025)

Heuristics based on Adjacency Graph Packing for DCJ Distance Considering Intergenic Regions
by: Siqueira, Gabriel, et al.
Published: (2025)

Integrative Adaptive Indexes from Noisy Routine Haematological Markers can Predict and Discriminate Health Status and Biological Age
by: Hernández-Orozco, Santiago, et al.
Published: (2023)

A Bayesian Modelling Framework with Model Comparison for Epidemics with Super-Spreading
by: Craddock, Hannah, et al.
Published: (2025)

Quantifying AI-to-Clinical Translation: The Algorithm-to-Outcome Concordance (AOC) Framework
by: Yu, Xiyao, et al.
Published: (2025)

Mathematical Modeling of the Synergetic Effect between Radiotherapy and Immunotherapy
by: Xing, Yixun, et al.
Published: (2023)

UNISEP: A Unified Sensor Placement Framework for Human Motion Capture and Wearables
by: Welzel, Julius, et al.
Published: (2024)

HyperADRs: A Hierarchical Hypergraph Framework for Drug-Gene-ADR Prediction
by: Cai, Ze, et al.
Published: (2025)

MDAgent: A Multi-Agent Framework for End-to-End Molecular Dynamics Research
by: Ma, Zhenyu, et al.
Published: (2026)

An Active Learning Framework for Data-Efficient, Human-in-the-Loop Enzyme Function Prediction
by: Babjac, Ashley, et al.
Published: (2026)

Quantifying the Impact of Biobanks and Cohort Studies
by: Dorantes-Gilardi, Rodrigo, et al.
Published: (2024)