Implementation of cloud computing in the German healthcare system

M Putzier, T Khakzad, M Dreischarf, S Thun… - NPJ Digital …, 2024 - nature.com
With the advent of artificial intelligence and Big Data-projects, the necessity for a transition
from analog medicine to modern-day solutions such as cloud computing becomes …

[HTML][HTML] Privacy-preserving decentralized learning methods for biomedical applications

M Tajabadi, R Martin, D Heider - Computational and Structural …, 2024 - Elsevier
In recent years, decentralized machine learning has emerged as a significant advancement
in biomedical applications, offering robust solutions for data privacy, security, and …

The effect of digital learning media on motivation and learning outcomes of IPAS

K Afifa, T Astuti - Jurnal Penelitian Pendidikan IPA, 2024 - jppipa.unram.ac.id
This research is a quantitative research conducted in class V SD Gugus Wijaya Kusuma.
The purpose of this study was to determine the effect of Digital Learning Media on the …

[HTML][HTML] Sharing Data With Shared Benefits: Artificial Intelligence Perspective

M Tajabadi, L Grabenhenrich, A Ribeiro… - Journal of Medical …, 2023 - jmir.org
Artificial intelligence (AI) and data sharing go hand in hand. In order to develop powerful AI
models for medical and health applications, data need to be collected and brought together …

Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification

B Pfeifer, H Chereda, R Martin, A Saranti… - …, 2023 - academic.oup.com
Federated learning enables collaboration in medicine, where data is scattered across
multiple centers without the need to aggregate the data in a central cloud. While, in general …

[HTML][HTML] Effects of face mask mandates on COVID-19 transmission in 51 countries: retrospective event study

AF Näher, M Schulte-Althoff, M Kopka, F Balzer… - JMIR Public Health and …, 2024 - jmir.org
Background: The question of the utility of face masks in preventing acute respiratory
infections has received renewed attention during the COVID-19 pandemic. However, given …

Data as scientific currency: Challenges experienced by researchers with sharing health data in sub-Saharan Africa

J Chabilall, Q Brown, N Cengiz, K Moodley - PLOS Digital Health, 2024 - journals.plos.org
Innovative information-sharing techniques and rapid access to stored research data as
scientific currency have proved highly beneficial in healthcare and health research. Yet …

[HTML][HTML] Digital transformation of public health for noncommunicable diseases: narrative viewpoint of challenges and opportunities

OL Neto, V Von Wyl - JMIR Public Health and Surveillance, 2024 - publichealth.jmir.org
The recent SARS-CoV-2 pandemic underscored the effectiveness and rapid deployment of
digital public health interventions, notably the digital proximity tracing apps, leveraging …

[HTML][HTML] Decades in the Making: The Evolution of Digital Health Research Infrastructure Through Synthetic Data, Common Data Models, and Federated Learning

JA Austin, EH Lobo, M Samadbeik, T Engstrom… - Journal of Medical …, 2024 - jmir.org
Traditionally, medical research is based on randomized controlled trials (RCTs) for
interventions such as drugs and operative procedures. However, increasingly, there is a …

Reflections from the COVID-19 pandemic in Germany: lessons for global health

LH Wieler, EM Antao, J Hanefeld - BMJ global health, 2023 - gh.bmj.com
The COVID-19 pandemic had a detrimental impact on the world affecting every level of
society. It aggravated existing health inequalities and the social determinants that underlie …