output
20152026
most citedMetrics reloaded: Recommendations for image analysis validation

469 citations

Showing 2023Show all

5 papers · 1 filter

physics.med-ph2023★ 58 cited

Current Methods for Hyperpolarized [1-13C]pyruvate MRI Human Studies

Peder EZ Larson, Jenna ML Bernard, James A Bankson +16

MRI with hyperpolarized (HP) 13C agents, also known as HP 13C MRI, can measure processes such as localized metabolism that is altered in numerous cancers, liver, heart, kidney dise…

eess.IV2023★ 11 cited

Mitigating Aberration-Induced Noise: A Deep Learning-Based Aberration-to-Aberration Approach

Mostafa Sharifzadeh, Sobhan Goudarzi, An Tang +2

One of the primary sources of suboptimal image quality in ultrasound imaging is phase aberration. It is caused by spatial changes in sound speed over a heterogeneous medium, which…

physics.med-ph2023★ 13 cited

Automated Whole Slide Imaging for Label-Free Histology using Photon Absorption Remote Sensing Microscopy

James E. D. Tweel, Benjamin R. Ecclestone, Marian Boktor +3

The field of histology relies heavily on antiquated tissue processing and staining techniques that limit the efficiency of pathologic diagnoses of cancer and other diseases. Curren…

eess.IV2023★ 20 cited

SF2Former: Amyotrophic Lateral Sclerosis Identification From Multi-center MRI Data Using Spatial and Frequency Fusion Transformer

Rafsanjany Kushol, Collin C. Luk, Avyarthana Dey +15

Amyotrophic Lateral Sclerosis (ALS) is a complex neurodegenerative disorder involving motor neuron degeneration. Significant research has begun to establish brain magnetic resonanc…

cs.CV2023★ 204 cited

Understanding metric-related pitfalls in image analysis validation

Annika Reinke, Minu D. Tizabi, Michael Baumgartner +75

Validation metrics are key for the reliable tracking of scientific progress and for bridging the current chasm between artificial intelligence (AI) research and its translation int…