Awesome Federated Learning
π
Papers
π§
Topics
π₯
Trending
πΊοΈ
Map
π
Leaderboards
π
Learn
π€
Ask AI
β―
More
π₯
Authors
π
Reading Packs
π
Datasets
π οΈ
Tools
π°
News
π
Blogs
βοΈ
Newsletter
π―
Research Radar
π
Saved
+ Add Paper
βΎ
β
β all topics
overview
Quantitative Methods (Bio)
loadingβ¦
π€
Ask AI
Awesome Quantitative Methods (Bio) β curated papers, datasets & benchmarks Β· Awesome Federated Learning
β all topics
overview
Quantitative Methods (Bio)
13 papers tagged Quantitative Methods (Bio) β re-sort below
Papers
π₯ Trending (default)
π Most cited
π Newest first
π€ A β Z by title
13 papers Β· trending (default)
numbers = π₯ heat
Structured Gaussian Processes for Uncertainty-Aware Classification of High-Dimensional, Small-Sampled Omics Data
(2026)
Yue Zhang et al.
4.39
DyneTrion: A Spatio-temporally Coherent Generative Emulator for Protein Dynamics Across Timescales
(2026)
Kaihui Cheng et al.
4.39
FederatedRSF : Federated Random Survival Forests for Partially Overlapping Medical Data
(2026)
Maryam Moradpour et al.
4.27
Computer Vision Based Neurology Brain Activity Rejection Architecture and Implementation
(2026)
Zag ElSayed et al.
2.00
FPLIER: Federated Pathway-Level Information Extractor
(2026)
Daniele Malpetti et al.
1.89
U-FedTomAtt: Ultra-lightweight Federated Learning with Attention for Tomato Disease Recognition
(2026)
Romiyal George et al.
1.72
Adaptive Federated Few-Shot Rare-Disease Diagnosis with Energy-Aware Secure Aggregation
(2025)
Aueaphum Aueawatthanaphisut
1.50
High-Performance Ptychographic Reconstruction with Federated Facilities
(2021)
Tekin Bicer et al.
β
Easy Semantification of Bioassays
(2021)
Marco Anteghini et al.
β
Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI
(2022)
Joshua Durso-Finley et al.
β
A Biomedical Knowledge Graph for Biomarker Discovery in Cancer
(2023)
Md. Rezaul Karim and Lina Molinas Comet and Oya Beyan and Dietrich Rebholz-Schuhmann and Stefan Decker
β
AI-assisted Automated Workflow for Real-time X-ray Ptychography Data Analysis via Federated Resources
(2023)
Anakha V Babu et al.
β
Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization
(2024)
Bao Hoang et al.
β