Advanced Medical Imaging Techniques

This research sub-field encompasses a diverse array of methodologies and technologies aimed at enhancing the capabilities of medical imaging for diagnostic and therapeutic purposes. It includes advanced imaging modalities, machine learning applications, and image processing techniques specifically tailored for biomedical contexts.

medical imaging

image processing

deep learning

MRI

medical diagnostics

image segmentation

biomedical technology

registration techniques

342,187 papers

Parent topic: Biomedical Engineering

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Papers Over Time

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Top Papers

U-Net: Convolutional Networks For Biomedical Image Segmentation

2015 · 40,083 citations

Advances In Functional And Structural MR Image Analysis And Implementation As FSL

2004 · 11,761 citations

A Survey On Deep Learning In Medical Image Analysis

2017 · 9,132 citations

Improved Optimization For The Robust And Accurate Linear Registration And Motion Correction Of Brain Images

2002 · 8,167 citations

User-guided 3D Active Contour Segmentation Of Anatomical Structures: Significantly Improved Efficiency And Reliability

2006 · 7,121 citations

Whole Brain Segmentation

2002 · 7,079 citations

Spin Diffusion Measurements: Spin Echoes In The Presence Of A Time‐Dependent Field Gradient

1965 · 6,742 citations

3D Slicer As An Image Computing Platform For The Quantitative Imaging Network

2012 · 6,109 citations

V-Net: Fully Convolutional Neural Networks For Volumetric Medical Image Segmentation

2016 · 6,054 citations

Segmentation Of Brain MR Images Through A Hidden Markov Random Field Model And The Expectation-Maximization Algorithm

2001 · 5,954 citations

A Real-Time QRS Detection Algorithm

1985 · 5,629 citations

Standardized Myocardial Segmentation And Nomenclature For Tomographic Imaging Of The Heart

2002 · 5,574 citations

A Global Optimisation Method For Robust Affine Registration Of Brain Images.

2001 · 5,515 citations

SENSE: Sensitivity Encoding For Fast MRI

1999 · 5,469 citations

Sparse MRI: The Application Of Compressed Sensing For Rapid MR Imaging

2007 · 5,378 citations

Endovascular Therapy For Ischemic Stroke With Perfusion-Imaging Selection

2015 · 4,874 citations

Symmetric Diffeomorphic Image Registration With Cross-Correlation: Evaluating Automated Labeling Of Elderly And Neurodegenerative Brain

2008 · 4,560 citations

1950 · 4,545 citations

Generalized Autocalibrating Partially Parallel Acquisitions (GRAPPA)

2002 · 4,487 citations

UNet++: A Nested U-Net Architecture For Medical Image Segmentation

2018 · 4,412 citations