Convolutional neural network techniques for brain tumor classification (from 2015 to 2022): Review, challenges, and future perspectives

Y Xie, F Zaccagna, L Rundo, C Testa, R Agati, R Lodi… - Diagnostics, 2022 - mdpi.com
Convolutional neural networks (CNNs) constitute a widely used deep learning approach that
has frequently been applied to the problem of brain tumor diagnosis. Such techniques still …

Minimally invasive oxygen-ozone therapy for lumbar disk herniation

…, F De Santis, R Agati, R Ricci… - American Journal …, 2003 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: Oxygen-ozone therapy is a minimally invasive treatment
for lumbar disk herniation that exploits the biochemical properties of a gas mixture of oxygen …

Videopolygraphic and functional MRI study of musicogenic epilepsy. A case report and literature review

…, P Cortelli, A Bisulli, C Stipa, D Cevolani, R Agati… - Epilepsy & Behavior, 2008 - Elsevier
A 36-year-old right-handed man, who had experienced partial seizures since the age of 24
every time he played or listened to music with a strong emotional charge, underwent …

Temozolomide concomitant and adjuvant to radiotherapy in elderly patients with glioblastoma: correlation with MGMT promoter methylation status

…, V Mazzocchi, A Bacci, R Agati… - … Journal of the …, 2009 - Wiley Online Library
BACKGROUND: A recent randomized study conducted on newly diagnosed glioblastoma (GBM)
patients demonstrated that concomitant and adjuvant temozolomide added to standard …

New perspectives in the treatment of adult medulloblastoma in the era of molecular oncology

…, M Bartolotti, G Marucci, C Ghimenton, R Agati… - Critical reviews in …, 2015 - Elsevier
Medulloblastoma is the most common central nervous system tumor in children, while it is
extremely rare in adults. Multimodal treatment involving surgery, radiotherapy and …

O6-methylguanine DNA-methyltransferase methylation status can change between first surgery for newly diagnosed glioblastoma and second surgery for recurrence …

…, A Tosoni, S Bartolini, A Bacci, R Agati… - Neuro …, 2010 - academic.oup.com
O 6 -methylguanine DNA-methyltransferase (MGMT) promoter methylation status is a
prognostic factor in newly diagnosed glioblastoma patients. However, it is not yet clear whether, …

Brain functional changes in patients with ulcerative colitis: a functional magnetic resonance imaging study on emotional processing

…, R Agati, C Leoni, R Tambasco… - Inflammatory bowel …, 2011 - academic.oup.com
Background Ulcerative colitis (UC) is associated with psychological stress and poor emotional
functioning. The neural emotional processing involves the complex integration of several …

AVAREG: a phase II, randomized, noncomparative study of fotemustine or bevacizumab for patients with recurrent glioblastoma

…, G Lombardi, M Monteforte, E Proietti, R Agati… - Neuro …, 2016 - academic.oup.com
Background Few prospective studies have assessed the role of bevacizumab and included
a control arm with standard treatments for recurrent glioblastoma. We conducted a …

Metabolic findings on 3T 1H-MR spectroscopy in peritumoral brain edema

…, S Battaglia, M Maffei, R Agati… - American Journal …, 2007 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: Little is known about the metabolic properties of brain edema
associated with tumors. This work was conducted on the basis of the assumption that, in …

A classification tree approach for pituitary adenomas

…, P Agati, A Sisto, G Frank, M Faustini-Fustini, R Agati… - Human Pathology, 2012 - Elsevier
It is difficult to evaluate the recurrence and progression potential of pituitary adenomas at
presentation. The World Health Organization classification of endocrine tumors suggests that …