Albarqouni.github.io

Deep Federated Learning in Healthcare Albarqouni Lab

WEBFederated Learning is a new technology that allows training DL models without sharing the data. Using Federated Learning, DL models at local hospitals share …

Actived: 6 days ago

URL: https://albarqouni.github.io/project/federated-learning/

Federated Learning in Healthcare

WEBSeminar on. Federated Learning in Healthcare. Shadi Albarqouni, PhD. AI Young Investigator Group Leader at Helmholtz AI | TUM Junior Fellow at TU Munich Content. …

Category: Health Go Health

Students Albarqouni Lab

WEBSeminar: Federated Learning in Healthcare (SoSe2021) Organizers: Dr. Shadi Albarqouni, Helmholtz AI and TU Munich, Prof. Nassir Navab, Chair for Computer Aided Medical …

Category: Medical Go Health

Nicola Rieke Albarqouni Lab

WEBNicola Rieke is a senior solution architect at NVIDIA for deep learning in healthcare and an active member of the medical imaging research community (e.g. Area Chair for MICCAI …

Category: Medical Go Health

The Future of Digital Health with Federated Learning

WEBData-driven Machine Learning has emerged as a promising approach for building accurate and robust statistical models from medical data, which is collected in huge volumes by …

Category: Medical Go Health

Affordable AI and Healthcare Albarqouni Lab

WEBJanuary 2021 Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health

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Mazen Soufi Albarqouni Lab

WEBMazen Soufi is an Assistant Professor at the Imaging-based Computational Biomedicine Laboratory at Nara Institute of Science and Technology since 2018. He obtained his …

Category: Medicine Go Health

Telemedicine in Palestine Albarqouni Lab

WEBCollaboration: Funding: Medical ImagingTelemedicine. Shadi Albarqouni. Professor of Computational Medical Imaging Research at University of Bonn| AI Young …

Category: Medical, Medicine Go Health

Keynote Speaker: AI in Healthcare Albarqouni Lab

WEBKeynote Speaker: AI in Healthcare. Project Follow. Image credit: FG-AI4H. Date. Jan 8, 2020 — Jan 9, 2020. Event. ITU/WHO FG-AI4H Workshop - Artificial …

Category: Health Go Health

Federated Disentangled Representation Learning for Unsupervised …

WEBRecent advances in Deep Learning (DL) and the increased use of brain MRI have provided a great opportunity and interest in automated anomaly segmentation to support human …

Category: Health Go Health

FedPerl: Semi-Supervised Peer Learning for Skin Lesion Classification

WEBPA preserves privacy and reduces the communication cost while maintaining the performance without additional complexity. We validated our method on 38,000 skin …

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MA Thesis: Deep Learning-based method for virtual ECV in cardiac

WEBAbstract. Diseases of the cardiovascular system are among the most common diseases worldwide and are the leading cause of death. The World Health …

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BigPicture Project Albarqouni Lab

WEBThe 6-year, €70 million project called BIGPICTURE, will herald a new era in pathology. Background. Pathology is the cornerstone of the workup of many diseases …

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CIR/06/2023: Ph.D. position in AI in Medicine

WEBWe combine excellence in research, teaching, and patient care. The University Hospital Bonn (UKB) is a maximum care hospital with more than 1,300 beds.

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BA/MA Thesis: Deep Learning for Inherited Retinal Diseases …

WEBAbstract. Our project aims to improve the diagnosis of Inherited Retinal Dystrophies (IRDs), a group of rare retinal diseases impacting over 2 million people …

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CIR/01/2023: Ph.D. position in Computational Medical Imaging

WEBWe combine excellence in research, teaching, and patient care. The University Hospital Bonn (UKB) is a maximum care hospital with more than 1,300 beds.

Category: Health Go Health

Seamless Virtual Whole Slide Image Synthesis and Validation …

WEBStain virtualization is an application with growing interest in digital pathology allowing simulation of stained tissue images thus saving lab and tissue resources. Thanks to the …

Category: Health Go Health

Postdoctoral position in Computational Medical Imaging

WEBWe combine excellence in research, teaching, and patient care. The University Hospital Bonn (UKB) is a maximum care hospital with more than 1,300 beds.

Category: Health Go Health