Artificial intelligence-based ultrasound elastography for disease evaluation-a narrative review

XY Zhang, Q Wei, GG Wu, Q Tang, XF Pan… - Frontiers in …, 2023 - frontiersin.org
Ultrasound elastography (USE) provides complementary information of tissue stiffness and
elasticity to conventional ultrasound imaging. It is noninvasive and free of radiation, and has …

Multiparametric intraoperative ultrasound in oncological neurosurgery: a pictorial essay

F Prada, R Ciocca, N Corradino, M Gionso… - Frontiers in …, 2022 - frontiersin.org
Intraoperative ultrasound (ioUS) is increasingly used in current neurosurgical practice. This
is mainly explained by its affordability, handiness, multimodal real-time nature, and overall …

Bi-modal transfer learning for classifying breast cancers via combined b-mode and ultrasound strain imaging

S Misra, S Jeon, R Managuli, S Lee… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Although accurate detection of breast cancer still poses significant challenges, deep
learning (DL) can support more accurate image interpretation. In this study, we develop a …

The big bang of deep learning in ultrasound-guided surgery: a review

N Masoumi, H Rivaz, I Hacihaliloglu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Ultrasound (US) imaging is a paramount modality in many image-guided surgeries and
percutaneous interventions, thanks to its high portability, temporal resolution, and cost …

Cranial sonolucent prosthesis: a window of opportunity for neuro-oncology (and neuro-surgery)

M Del Bene, L Raspagliesi, G Carone, P Gaviani… - Journal of Neuro …, 2022 - Springer
Introduction Ultrasound (US) is a versatile technology, able to provide a real-time and
multiparametric intraoperative imaging, and a promising way to treat neuro-oncological …

A comprehensive survey on the use of deep learning techniques in glioblastoma

I El Hachimy, D Kabelma, C Echcharef… - Artificial Intelligence in …, 2024 - Elsevier
Glioblastoma, characterized as a grade 4 astrocytoma, stands out as the most aggressive
brain tumor, often leading to dire outcomes. The challenge of treating glioblastoma is …

Ultrasound elastography in neurosurgery: current applications and future perspectives

A Albakr, D Ben-Israel, R Yang, A Kruger, W Alhothali… - World Neurosurgery, 2023 - Elsevier
Background Similar to clinical palpation, Ultrasound elastography (USE) helps distinguish
between tissues by providing information on their elasticity. While it has been widely …

Advantages and limitations of intraoperative ultrasound strain elastography applied in brain tumor surgery: a single-center experience

S Cepeda, S García-García, I Arrese… - Operative …, 2022 - journals.lww.com
BACKGROUND: Strain elastography is an intraoperative ultrasound (ioUS) modality
currently under development with various potential applications in neurosurgery …

Intraoperative tissue classification methods in orthopedic and neurological surgeries: A systematic review

A Massalimova, M Timmermans, H Esfandiari… - Frontiers in …, 2022 - frontiersin.org
Accurate tissue differentiation during orthopedic and neurological surgeries is critical, given
that such surgeries involve operations on or in the vicinity of vital neurovascular structures …

[HTML][HTML] Modernizing Neuro-Oncology: The Impact of Imaging, Liquid Biopsies, and AI on Diagnosis and Treatment

J Rafanan, N Ghani, S Kazemeini… - International Journal of …, 2025 - mdpi.com
Advances in neuro-oncology have transformed the diagnosis and management of brain
tumors, which are among the most challenging malignancies due to their high mortality rates …