Patchwork Learning: A Paradigm Towards Integrative Analysis across
Diverse Biomedical Data Sources

Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources

10 May 2023

Suraj Rajendran

Fei Wang

Papers citing "Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources"

10 / 10 papers shown

Title
A Framework for Situating Innovations, Opportunities, and Challenges in Advancing Vertical Systems with Large AI Models Gaurav Verma Jiawei Zhou Mohit Chandra Srijan Kumar M. D. Choudhury 43 0 0 03 Apr 2025
Transfer Learning with Clinical Concept Embeddings from Large Language Models Yuhe Gao Runxue Bao Yuelyu Ji Yiming Sun Chenxi Song Jeffrey P. Ferraro Ye Ye 15 0 0 20 Sep 2024
Joint Analysis of Single-Cell Data across Cohorts with Missing Modalities Marianne Arriola Weishen Pan Manqi Zhou Qiannan Zhang Chang Su Fei-Yue Wang 17 0 0 18 May 2024
FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records Yuqing Wang Malvika Pillai Yun Zhao Catherine M. Curtin Tina Hernandez-Boussard 9 0 0 01 Feb 2024
FedNorm: Modality-Based Normalization in Federated Learning for Multi-Modal Liver Segmentation Tobias Bernecker Annette Peters C. Schlett F. Bamberg Fabian J. Theis Daniel Rueckert J. Weiss Shadi Albarqouni FedML MedIm 19 19 0 23 May 2022
Incentivizing Federated Learning Shuyu Kong You Li Hai Zhou FedML 10 5 0 22 May 2022
Federated Multi-View Learning for Private Medical Data Integration and Analysis Sicong Che Hao Peng Lichao Sun Yong Chen Lifang He FedML 28 40 0 04 May 2021
Towards Personalized Federated Learning A. Tan Han Yu Li-zhen Cui Qiang Yang FedML AI4CE 177 832 0 01 Mar 2021
A Federated Multi-View Deep Learning Framework for Privacy-Preserving Recommendations Mingkai Huang Hao Li Bing Bai Chang Wang Kun Bai Fei-Yue Wang FedML 28 29 0 25 Aug 2020
The Future of Digital Health with Federated Learning Nicola Rieke Jonny Hancox Wenqi Li Fausto Milletari H. Roth ... Ronald M. Summers Andrew Trask Daguang Xu Maximilian Baust M. Jorge Cardoso OOD 161 1,690 0 18 Mar 2020