Roberto Francischello
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View article: New implementation of data standards for AI in oncology: Experience from the EuCanImage project
New implementation of data standards for AI in oncology: Experience from the EuCanImage project Open
Background An unprecedented amount of personal health data, with the potential to revolutionize precision medicine, is generated at health care institutions worldwide. The exploitation of such data using artificial intelligence (AI) relies…
View article: Radiomics-based machine learning role in differential diagnosis between small renal oncocytoma and clear cells carcinoma on contrast-enhanced CT: A pilot study
Radiomics-based machine learning role in differential diagnosis between small renal oncocytoma and clear cells carcinoma on contrast-enhanced CT: A pilot study Open
The A bw 10 model was identified as the most efficient mono-phasic model in differentiating small RO from ccRCC.
View article: Advancing Pediatric Sarcomas through Radiomics: A Systematic Review and Prospective Assessment Using Radiomics Quality Score (RQS) and Methodological Radiomics Score (METRICS)
Advancing Pediatric Sarcomas through Radiomics: A Systematic Review and Prospective Assessment Using Radiomics Quality Score (RQS) and Methodological Radiomics Score (METRICS) Open
Pediatric sarcomas, rare malignancies of mesenchymal origin, pose diagnostic and therapeutic challenges. In this review, we explore the role of radiomics in reshaping our understanding of pediatric sarcomas, emphasizing methodological cons…
View article: New implementation of data standards for AI in oncology. Experience from the EuCanImage project
New implementation of data standards for AI in oncology. Experience from the EuCanImage project Open
Background An unprecedented amount of personal health data, with the potential to revolutionise precision medicine, is generated at healthcare institutions worldwide. The exploitation of such data using artificial intelligence relies on th…
View article: Radiomics Applications in Spleen Imaging: A Systematic Review and Methodological Quality Assessment
Radiomics Applications in Spleen Imaging: A Systematic Review and Methodological Quality Assessment Open
The spleen, often referred to as the “forgotten organ”, plays numerous important roles in various diseases. Recently, there has been an increased interest in the application of radiomics in different areas of medical imaging. This systemat…
View article: Statistical characterization of residual noise in the low-rank approximation filter framework, general theory and application to hyperpolarized tracer spectroscopy
Statistical characterization of residual noise in the low-rank approximation filter framework, general theory and application to hyperpolarized tracer spectroscopy Open
The use of low-rank approximation filters in the field of NMR is increasing due to their flexibility and effectiveness. Despite their ability to reduce the Mean Square Error between the processed signal and the true signal is well known, t…
View article: Radiomics insight into the neurodegenerative “hot” brain: A narrative review from the nuclear medicine perspective
Radiomics insight into the neurodegenerative “hot” brain: A narrative review from the nuclear medicine perspective Open
The application of radiomics for non-oncologic diseases is currently emerging. Despite its relative infancy state, the evidence highlights the potential of radiomics approaches to serve as neuroimaging biomarkers in the field of the neurod…
View article: Sodium Radiofrequency Coils for Magnetic Resonance: From Design to Applications
Sodium Radiofrequency Coils for Magnetic Resonance: From Design to Applications Open
Sodium (23Na) is the most abundant cation present in the human body and is involved in a large number of vital body functions. In the last few years, the interest in Sodium Magnetic Resonance Imaging (23Na MRI) has considerably increased f…
View article: Radio Frequency Coils for Hyperpolarized 13C Magnetic Resonance Experiments with a 3T MR Clinical Scanner: Experience from a Cardiovascular Lab
Radio Frequency Coils for Hyperpolarized 13C Magnetic Resonance Experiments with a 3T MR Clinical Scanner: Experience from a Cardiovascular Lab Open
Hyperpolarized 13C magnetic resonance (MR) is a promising technique for the noninvasive assessment of the regional cardiac metabolism since it permits heart physiology studies in pig and mouse models. The main objective of the present stud…
View article: Multivariate Curve Resolution for 2D Solid-State NMR spectra
Multivariate Curve Resolution for 2D Solid-State NMR spectra Open
We present a processing method, based on the multivariate curve resolution approach (MCR), to denoise 2D solid-state NMR spectra, yielding a substantial S/N ratio increase while preserving the lineshapes and relative signal intensities. Th…
View article: Luminescent solar concentrators: boosted optical efficiency by polymer dielectric mirrors
Luminescent solar concentrators: boosted optical efficiency by polymer dielectric mirrors Open
High dielectric contrast polymer dielectric mirrors are used to recycle non-absorbed photons in organic luminescent solar concentrators. A 10% increase in the concentrator optical efficiency is found and retained upon doubling its size pav…