Data infrastructures for AI in medical imaging: a report on the experiences of five EU projects

H Kondylakis, V Kalokyri, S Sfakianakis… - European radiology …, 2023 - Springer
Artificial intelligence (AI) is transforming the field of medical imaging and has the potential to
bring medicine from the era of 'sick-care'to the era of healthcare and prevention. The …

[HTML][HTML] Data management in biobanking: strategies, challenges, and future directions

R Alkhatib, KI Gaede - BioTech, 2024 - mdpi.com
Biobanking plays a pivotal role in biomedical research by providing standardized
processing, precise storing, and management of biological sample collections along with the …

Standardizing digital biobanks: integrating imaging, genomic, and clinical data for precision medicine

V Brancato, G Esposito, L Coppola, C Cavaliere… - Journal of Translational …, 2024 - Springer
Advancements in data acquisition and computational methods are generating a large
amount of heterogeneous biomedical data from diagnostic domains such as clinical …

Digital public health leadership in the global fight for health security

B AlKnawy, Z Kozlakidis, S Tarkoma, D Bates… - BMJ global …, 2023 - gh.bmj.com
The COVID-19 pandemic highlighted the need to prioritise mature digital health and data
governance at both national and supranational levels to guarantee future health security …

Position of the AI for Health Imaging (AI4HI) network on metadata models for imaging biobanks

H Kondylakis, E Ciarrocchi, L Cerda-Alberich… - European Radiology …, 2022 - Springer
A huge amount of imaging data is becoming available worldwide and an incredible range of
possible improvements can be provided by artificial intelligence algorithms in clinical care …

The journey to establishing an IT-infrastructure within the German Biobank Alliance

C Schüttler, HU Prokosch, M Hummel, M Lablans… - PLoS …, 2021 - journals.plos.org
Background Biobanks ensure the long-term storage and accessibility of biospecimens and
corresponding data sets. Thus, they form the foundation for many research projects which …

Unlocking the potential of big data and AI in medicine: insights from biobanking

K Akyüz, M Cano Abadía, M Goisauf… - Frontiers in …, 2024 - frontiersin.org
Big data and artificial intelligence are key elements in the medical field as they are expected
to improve accuracy and efficiency in diagnosis and treatment, particularly in identifying …

Opportunities and risks for research biobanks in the COVID-19 era and beyond

D Simeon-Dubach, MK Henderson - Biopreservation and …, 2020 - liebertpub.com
The SARS-CoV-2 pandemic, which caused a global outbreak of COVID-19 disease, has
been a crisis of extraordinary proportions, causing serious impacts for research and public …

Biobanking for cancer biomarker research: issues and solutions

LA Matzke, PH Watson - Biomarker Insights, 2020 - journals.sagepub.com
Biomarkers are critical tools that underpin precision medicine. However there has been slow
progress and frequent failure of biomarker development. The root causes are multifactorial …

[HTML][HTML] Biobank digitalization: from data acquisition to efficient use

AS Bukreeva, KA Malsagova, DV Petrovskiy… - Biology, 2024 - mdpi.com
Biobanks are involved in a broad range of studies, including both basic and clinical
research, so their functions and roles are evolving. Digital biobanks have emerged due to …