Standards in Medical Imaging

This cluster addresses the importance of standardization in medical imaging, covering initiatives that promote quantitative assessments and the development of platforms for clinical support. It highlights secure and privacy-preserving methods.

standardization
quantitative imaging
clinical support
data privacy
machine learning

4,314 papers

Parent topic: Advanced Medical Imaging Techniques

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Papers Over Time

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Top Papers

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics For High-Throughput Image-based Phenotyping

2020 · 2,373 citations

3D Slicer: A Platform For Subject-Specific Image Analysis, Visualization, And Clinical Support

2013 · 683 citations

Secure, Privacy-Preserving And Federated Machine Learning In Medical Imaging

2020 · 668 citations

Breast MRI: Guidelines From The European Society Of Breast Imaging

2008 · 668 citations

Breast MRI: State Of The Art

2019 · 569 citations

A Review Of Deep Learning In Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, And Future Promises

2021 · 561 citations

Rising Use Of Diagnostic Medical Imaging In A Large Integrated Health System

2008 · 526 citations

Addressing Overutilization In Medical Imaging

2010 · 481 citations

The UK Biobank Imaging Enhancement Of 100,000 Participants: Rationale, Data Collection, Management And Future Directions

2020 · 470 citations

Trends In Use Of Medical Imaging In US Health Care Systems And In Ontario, Canada, 2000-2016

2019 · 460 citations

Fusion Of Medical Imaging And Electronic Health Records Using Deep Learning: A Systematic Review And Implementation Guidelines

2020 · 415 citations

Breast Imaging Reporting And Data System

2000 · 370 citations

AI In Medical Imaging Informatics: Current Challenges And Future Directions

2020 · 369 citations

The Medical Imaging Interaction Toolkit: Challenges And Advances

2013 · 356 citations

Metrology Standards For Quantitative Imaging Biomarkers

2015 · 354 citations

The Medical Imaging Interaction Toolkit

2005 · 347 citations

The Effects Of Changes In Utilization And Technological Advancements Of Cross-Sectional Imaging On Radiologist Workload

2015 · 323 citations

Imaging Genomics

2003 · 314 citations

Lung Image Database Consortium: Developing A Resource For The Medical Imaging Research Community

2004 · 290 citations

Health Insurers And Medical-Imaging Policy — A Work In Progress

2009 · 288 citations