output
20092026
most citedCommon pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans

1k citations

18 papers

eess.IV2026

Data-driven registration and modeling of brain deformation for image-guided neurosurgery

Tiago Assis, Colin P. Galvin, Joshua P. Castillo +12

Accurate compensation of brain deformation is critical for reliable image-guided neurosurgery. Surgical manipulation and tumor resection induce tissue motion, causing preoperative…

stat.ME2024★ 2 cited

Multivariate Adjustments for Average Equivalence Testing

Younes Boulaguiem, Luca Insolia, Maria-Pia Victoria-Feser +2

Multivariate (average) equivalence testing is widely used to assess whether the means of two conditions of interest are `equivalent' for different outcomes simultaneously. The mult…

cs.CV2024

CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registration

Thomas Buddenkotte, Roland Opfer, Julia Krüger +2

Medical image analysis tasks often focus on regions or structures located in a particular location within the patient's body. Often large parts of the image may not be of interest…

eess.IV2024★ 6 cited

A study on the adequacy of common IQA measures for medical images

Anna Breger, Clemens Karner, Ian Selby +11

Image quality assessment (IQA) is standard practice in the development stage of novel machine learning algorithms that operate on images. The most commonly used IQA measures have b…

eess.IV2024★ 27 cited

A study of why we need to reassess full reference image quality assessment with medical images

Anna Breger, Ander Biguri, Malena Sabaté Landman +11

Image quality assessment (IQA) is indispensable in clinical practice to ensure high standards, as well as in the development stage of machine learning algorithms that operate on me…

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…