Radiomics in medical imaging: pitfalls and challenges in clinical management

R Fusco, V Granata, G Grazzini, S Pradella… - Japanese journal of …, 2022 - Springer
Background Radiomics and radiogenomics are two words that recur often in language of
radiologists, nuclear doctors and medical physicists especially in oncology field. Radiomics …

Advanced magnetic resonance imaging (MRI) techniques: technical principles and applications in nanomedicine

F Bruno, V Granata, F Cobianchi Bellisari, F Sgalambro… - Cancers, 2022 - mdpi.com
Simple Summary Magnetic Resonance Imaging (MRI) is a consolidated imaging tool for the
multiparametric assessment of tissues in various pathologies from degenerative and …

Prediction of breast cancer histological outcome by radiomics and artificial intelligence analysis in contrast-enhanced mammography

A Petrillo, R Fusco, E Di Bernardo, T Petrosino… - Cancers, 2022 - mdpi.com
Simple Summary The assessment of breast lesions through mammographic images is
currently challenging, especially in dense breasts. Contrast-enhanced mammography has …

Radiomics in hepatic metastasis by colorectal cancer

V Granata, R Fusco, ML Barretta, C Picone… - Infectious Agents and …, 2021 - Springer
Background Radiomics is an emerging field and has a keen interest, especially in the
oncology field. The process of a radiomics study consists of lesion segmentation, feature …

Radiomics as a new frontier of imaging for cancer prognosis: a narrative review

A Reginelli, V Nardone, G Giacobbe, MP Belfiore… - Diagnostics, 2021 - mdpi.com
The evaluation of the efficacy of different therapies is of paramount importance for the
patients and the clinicians in oncology, and it is usually possible by performing imaging …

Radiomics in the setting of neoadjuvant radiotherapy: a new approach for tailored treatment

V Nardone, L Boldrini, R Grassi, D Franceschini… - Cancers, 2021 - mdpi.com
Simple Summary This review based on a literature search aims at showing the impact of
Texture Analysis in the prediction of response to neoadjuvant radiotherapy and/or …

Radiomic and artificial intelligence analysis with textural metrics extracted by contrast-enhanced mammography and dynamic contrast magnetic resonance imaging to …

R Fusco, E Di Bernardo, A Piccirillo, MR Rubulotta… - Current …, 2022 - mdpi.com
Purpose: The purpose of this study was to discriminate between benign and malignant
breast lesions through several classifiers using, as predictors, radiomic metrics extracted …

From medical imaging to radiomics: role of data science for advancing precision health

E Capobianco, M Dominietto - Journal of personalized medicine, 2020 - mdpi.com
Treating disease according to precision health requires the individualization of therapeutic
solutions as a cardinal step that is part of a process that typically depends on multiple …

The potential of ultrasound radiomics in carpal tunnel syndrome diagnosis: a systematic review and meta-analysis

WT Wu, CY Lin, YC Shu, PC Shen, TY Lin, KV Chang… - Diagnostics, 2023 - mdpi.com
Background: Carpal tunnel syndrome (CTS) is the most common entrapment neuropathy for
which ultrasound imaging has recently emerged as a valuable diagnostic tool. This meta …

Accurate automated diagnosis of carpal tunnel syndrome using radiomics features with ultrasound images: A comparison with radiologists' assessment

F Faeghi, AA Ardakani, UR Acharya… - European Journal of …, 2021 - Elsevier
Purpose Ultrasonography is the most common imaging modality used to diagnose carpal
tunnel syndrome (CTS). Recently artificial intelligence algorithms have been used to …