Diagnostic performance evaluation of multiparametric magnetic resonance imaging in the detection of prostate cancer with supervised machine learning methods

H Nematollahi, M Moslehi, F Aminolroayaei, M Maleki… - Diagnostics, 2023 - mdpi.com
Prostate cancer is the second leading cause of cancer-related death in men. Its early and
correct diagnosis is of particular importance to controlling and preventing the disease from …

Dynamic contrast enhanced (DCE) MRI estimation of vascular parameters using knowledge-based adaptive models

H Bagher-Ebadian, SL Brown, MM Ghassemi… - Scientific Reports, 2023 - nature.com
We introduce and validate four adaptive models (AMs) to perform a physiologically based
Nested-Model-Selection (NMS) estimation of such microvascular parameters as forward …

Transfer Learning Approach to Vascular permeability changes in Brain Metastasis Post-whole-brain Radiotherapy

CA Arledge, WN Crowe, L Wang, JD Bourland… - Cancers, 2023 - mdpi.com
Simple Summary Dynamic contrast-enhanced (DCE) MRI has become a quantitative
standard for assessing vascular permeability and perfusion. However, conventional …

Radiomics characterization of tissues in an animal brain tumor model imaged using dynamic contrast enhanced (DCE) MRI

H Bagher-Ebadian, SL Brown, MM Ghassemi… - Scientific Reports, 2023 - nature.com
Here, we investigate radiomics-based characterization of tumor vascular and
microenvironmental properties in an orthotopic rat brain tumor model measured using …

Deep Dive into MRI: Exploring Deep Learning Applications in 0.55 T and 7T MRI

AC Alves, A Ferreira, B Puladi, J Egger… - arXiv preprint arXiv …, 2024 - arxiv.org
The development of magnetic resonance imaging (MRI) for medical imaging has provided a
leap forward in diagnosis, providing a safe, non-invasive alternative to techniques involving …

[HTML][HTML] Dynamic Contrast Enhanced MRI Mapping of Vascular Permeability for Evaluation of Breast Cancer Neoadjuvant Chemotherapy Response Using Image-to …

CA Arledge, AH Zhao, U Topaloglu, D Zhao - medRxiv, 2024 - pmc.ncbi.nlm.nih.gov
Dynamic contrast enhanced (DCE) MRI is a non-invasive imaging technique that has
become a quantitative standard for assessing tumor microvascular permeability. Through …

Targeting Exposed Phosphatidylserine Enables the Clear Demarcation of Brain Metastases in Mouse Models

L Wang, AH Zhao, CA Arledge, F Xing, MD Chan… - 2024 - preprints.org
Brain metastasis is the most common intracranial malignancy in adults. The prognosis is
extremely poor, partly because most patients have more than one brain lesion, and the …

Deep-Learning Estimation of Second-Generation Pharmacokinetic-Model Parameters in DCE-MRI

D Hývlová, R Jirik, J Vitouš - IEEE-EMBS International Conference on … - openreview.net
Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is a promising method
for the evaluation of tissue perfusion. Current standard is fitting of a pharmacokinetic model …