Machine learning based differentiation of glioblastoma from brain metastasis using MRI derived radiomics

S Priya, Y Liu, C Ward, NH Le, N Soni… - Scientific reports, 2021 - nature.com
Few studies have addressed radiomics based differentiation of Glioblastoma (GBM) and
intracranial metastatic disease (IMD). However, the effect of different tumor masks …

AI-based classification of three common malignant tumors in neuro-oncology: A multi-institutional comparison of machine learning and deep learning methods

G Bathla, DD Dhruba, N Soni, Y Liu, NB Larson… - Journal of …, 2024 - Elsevier
Purpose To determine if machine learning (ML) or deep learning (DL) pipelines perform
better in AI-based three-class classification of glioblastoma (GBM), intracranial metastatic …

Radiomic based machine learning performance for a three class problem in neuro-oncology: time to test the waters?

S Priya, Y Liu, C Ward, NH Le, N Soni… - Cancers, 2021 - mdpi.com
Simple Summary Prior radiomic studies have addressed a two-class tumor classification
problem (glioblastoma (GBM) versus primary CNS lymphoma (PCNSL) or GBM versus …

Diagnostic accuracy of stereotactic brain biopsy for intracranial neoplasia in dogs: comparison of biopsy, surgical resection, and necropsy specimens

Y Kani, TE Cecere, K Lahmers… - Journal of veterinary …, 2019 - Wiley Online Library
Background Stereotactic brain biopsy (SBB) is a technique that allows for definitive
diagnosis of brain lesions. Little information is available regarding the diagnostic utility of …

Feasibility and accuracy of robot-assisted, stereotactic biopsy using 3-dimensional intraoperative imaging and frameless registration tool

L Deboeuf, A Moiraghi, C Debacker, SM Peeters… - …, 2023 - journals.lww.com
BACKGROUND: Robot-assisted stereotactic biopsy is evolving: 3-dimensional
intraoperative imaging tools and new frameless registration systems are spreading …

Use of MR signal intensity variations to highlight structures at risk along brain biopsy trajectories

M Zanello, C Debacker, A Moiraghi, S Peeters… - Journal of …, 2023 - thejns.org
OBJECTIVE Postoperative intracerebral hemorrhages are significant complications
following brain stereotactic biopsy. They can derive from anatomical structure (sulci, vessels) …

[HTML][HTML] Stereotactic biopsy for lesions in brainstem and deep brain: a single-center experience of 72 cases

F Qin, Z Huang, Q Dong, X Xu, T Lu, J Chen… - Brazilian Journal of …, 2021 - SciELO Brasil
Stereotactic biopsies for lesions in the brainstem and deep brain are rare. This study aimed
to summarize our 6-year experience in the accurate diagnosis of lesions in the brain stem …

5-ALA-assisted stereotactic brain tumor biopsy improve diagnostic yield

B Shofty, C Richetta, O Haim, A Kashanian… - European Journal of …, 2019 - Elsevier
Background Abnormal tissue in stereotactic brain biopsies (SBB) is traditionally identified
intraoperatively via pathological frozen section (FS), a time-consuming and error-prone …

A single-centre study of frame-based stereotactic brain biopsies

A Pennlund, AS Jakola, T Skoglund… - British journal of …, 2022 - Taylor & Francis
Objective We aimed to evaluate the concordance between the image-based and the tissue-
based diagnosis using frame-based stereotactic biopsy. Materials and methods Medical …

Life expectancy in glioblastoma patients who had undergone stereotactic biopsy: a retrospective single-center study

M Halaj, O Kalita, L Tučková, L Hrabalek… - Biomedical Papers …, 2023 - publikace.k.utb.cz
Objective. The best results in glioblastoma (GBM) are obtained through aggressive
treatment comprising maximally radical but safe resection followed by chemoradiotherapy …