A Secure Interactive and High Performance Processing Environment for Collaborative Machine Learning Tasks on Large Data

Introduction: Research needs data – however, the potential is not fully exploited, as massive unused amounts are generated in the clinical environment. The Medical Informatics Initiative (MII) provides the governance structures for data access requests, as well as the technical infrastructure [for full text, please go to the a.m. URL]

Institutions

Publication Details

Journal
German Medical Science (German Research Foundation)
Published
2025-11-03
DOI
https://doi.org/10.3205/25gmds132
Primary Topic
Privacy-Preserving Technologies in Data
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Secure Interactive and High Performance Processing Environment for Collaborative Machine Learning Tasks on Large Data

German Medical Science (German Research Foundation)
Privacy-Preserving Technologies in Data
article

A Secure Interactive and High Performance Processing Environment for Collaborative Machine Learning Tasks on Large Data

article en

Abstract

Introduction: Research needs data – however, the potential is not fully exploited, as massive unused amounts are generated in the clinical environment. The Medical Informatics Initiative (MII) provides the governance structures for data access requests, as well as the technical infrastructure [for full text, please go to the a.m. URL]

German Medical Science (German Research Foundation)
Universitätsmedizin Göttingen (DE)
Industry, innovation and infrastructure
Openalex Percentile: Top 23%
Privacy-Preserving Technologies in Data
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A Secure Interactive and High Performance Processing Environment for Collaborative Machine Learning Tasks on Large Data · German Medical Science (German Research Foundation) (2025) | TGRS Research Map | TGRS