A deep look into radiomics

C Scapicchio, M Gabelloni, A Barucci, D Cioni… - La radiologia …, 2021 - Springer
Radiomics is a process that allows the extraction and analysis of quantitative data from
medical images. It is an evolving field of research with many potential applications in …

Spatial assessments in texture analysis: what the radiologist needs to know

BA Varghese, BKK Fields, DH Hwang… - Frontiers in …, 2023 - frontiersin.org
To date, studies investigating radiomics-based predictive models have tended to err on the
side of data-driven or exploratory analysis of many thousands of extracted features. In …

Complexity-based classification of the coronavirus disease (COVID-19)

H Namazi, VV Kulish - Fractals, 2020 - World Scientific
COVID-19 is a pandemic disease, which massively affected human lives in more than 200
countries. Caused by the coronavirus SARS-CoV-2, this acute respiratory illness affects the …

Directionally sensitive fractal radiomics compatible with irregularly shaped magnetic resonance tumor regions of interest: association with osteosarcoma …

GJ Djuričić, H Ahammer, S Rajković… - Journal of Magnetic …, 2023 - Wiley Online Library
Background Computational analysis of routinely acquired MRI has potential to improve the
tumor chemoresistance prediction and to provide decision support in precision medicine …

Radiomic Analysis for Human Papillomavirus Assessment in Oropharyngeal Carcinoma: Lessons and Pitfalls for the Next Future

I Morelli, C Becherini, M Banini, M Valzano, N Bertini… - Applied Sciences, 2023 - mdpi.com
Featured Application This review reports the current evidence available regarding the role of
radiomic features extracted from conventional imaging (MRI, CT and 18F-FDG PET scans) in …

Fractal based automatic detection of complexity in COVID‐19 X‐ray images

C Thangaraj, D Easwaramoorthy, G Muhiuddin… - Expert …, 2025 - Wiley Online Library
The coronavirus was discovered in Wuhan, China, in December 2019. Scientists and
medical practitioners have warned that this fatal virus could spread quickly from person to …

Radiomics for Alzheimer's disease: fundamental principles and clinical applications

E Georgiadou, H Bougias, S Leandrou… - Worldwide Congress on …, 2022 - Springer
Alzheimer's disease is a neurodegenerative disease with a huge impact on people's quality
of life, life expectancy, and morbidity. The ongoing prevalence of the disease, in conjunction …

[BOOK][B] GeNeDis 2022

P Vlamos - 2023 - Springer
GeNeDis 2022 Advances in Experimental Medicine and Biology 1425 Panagiotis Vlamos Editor
GeNeDis 2022 Neuroscientific Advances Page 2 Advances in Experimental Medicine and …

[PDF][PDF] Identifying and Quantifying the Difference between Adenomatous Colon Polyps and Normal Colon Tissue from Clinical Histological Images

AN Esgiar, OO Khalifa, R Naguib… - Int. J. Adv. Res. Sci …, 2022 - academia.edu
It was reported in 2020 that colorectal cancer is the third leading cause of cancer deaths in
both men and women in the USA [1, 2], where approximately 5% of the population are …

[PDF][PDF] Untersuchungen zur Fraktalen Dimension von Kieferknochen in Digitalen Volumentomographie-Aufnahmen bei Patienten mit Antiresorptiva-assoziierter …

R Bachtler - 2020 - openscience.ub.uni-mainz.de
1.1 Problemstellung Die Antiresorptiva-assoziierte Kiefernekrose [AR-ONJ] ist eine relativ
junge Krankheitsentität. Die Krankheit wurde erstmalig von Marx et al im Jahr 2003 …