Opportunistic Screening: Radiology Scientific Expert Panel

PJ Pickhardt, RM Summers, JW Garrett, A Krishnaraj… - Radiology, 2023 - pubs.rsna.org
Radiologic tests often contain rich imaging data not relevant to the clinical indication.
Opportunistic screening refers to the practice of systematically leveraging these incidental …

[HTML][HTML] Must-have qualities of clinical research on artificial intelligence and machine learning

B Koçak, R Cuocolo, DP Dos Santos… - Balkan Medical …, 2023 - ncbi.nlm.nih.gov
In the field of computer science, known as artificial intelligence, algorithms imitate reasoning
tasks that are typically performed by humans. The techniques that allow machines to learn …

Technical adequacy of fully automated artificial intelligence body composition tools: assessment in a heterogeneous sample of external CT examinations

BD Pooler, JW Garrett, AM Southard… - American Journal of …, 2023 - Am Roentgen Ray Soc
Please see the Editorial Comment by Robert D. Boutin discussing this article. Chinese
(audio/PDF) and Spanish (audio/PDF) translations are available for this article's abstract. To …

Comparing fully automated AI body composition measures derived from thin and thick slice CT image data

MH Lee, D Liu, JW Garrett, A Perez, R Zea… - Abdominal …, 2024 - Springer
Purpose To compare fully automated artificial intelligence body composition measures
derived from thin (1.25 mm) and thick (5 mm) slice abdominal CT data. Methods In this …

Validation of Opportunistic Artificial Intelligence-Based Bone Mineral Density Measurements in Coronary Artery Calcium Scans

M Naghavi, K Atlas, A Jaberzadeh, C Zhang… - Journal of the American …, 2024 - Elsevier
Background Previously we reported a manual method of measuring thoracic vertebral bone
mineral density (BMD) using quantitative CT in noncontrast cardiac CT scans used for …

[PDF][PDF] Osteoporosis and gut microbiota, radiofrequency echographic multispectrometry and machine learning: one year in review 2023

M Maffi, G De Mattia, M Mazzantini - Clin Exp Rheumatol, 2023 - clinexprheumatol.org
Osteoporosis is a prevalent bone disease with a relevant burden of mortality and
comorbidity, especially due to fragility fractures occurring as a result of reduced bone …

MRI-based vertebral bone quality score: relationship with age and reproducibility

D Liu, A Kadri, D Hernando, N Binkley… - Osteoporosis …, 2023 - Springer
Vertebral bone quality (VBQ) score is an opportunistic measure of bone mineral density
using routine preoperative MRI in spine surgery. VBQ score positively correlates with age …

Artificial Intelligence Applications for Osteoporosis Classification Using Computed Tomography

W Ong, RW Liu, A Makmur, XZ Low, WJ Sng, JH Tan… - Bioengineering, 2023 - mdpi.com
Osteoporosis, marked by low bone mineral density (BMD) and a high fracture risk, is a major
health issue. Recent progress in medical imaging, especially CT scans, offers new ways of …

CT image-based biomarkers acquired by AI-based algorithms for the opportunistic prediction of falls

D Liu, NC Binkley, A Perez, JW Garrett, R Zea… - BJR| Open, 2023 - academic.oup.com
Objective Evaluate whether biomarkers measured by automated artificial intelligence (AI)-
based algorithms are suggestive of future fall risk. Methods In this retrospective age-and sex …

Fully automated CT imaging biomarkers for opportunistic prediction of future hip fractures

D Liu, JW Garrett, AA Perez, R Zea… - British Journal of …, 2024 - academic.oup.com
Objective Assess automated CT imaging biomarkers in patients who went on to hip fracture,
compared with controls. Methods In this retrospective case-control study, 6926 total patients …