Characterization of Polarimetric Properties in Various Brain Tumor Types Using Wide-Field Imaging Mueller Polarimetry

被引:0
|
作者
Gros, Romane [1 ,2 ]
Rodriguez-Nunez, Omar [3 ]
Felger, Leonard [3 ]
Moriconi, Stefano [4 ]
Mckinley, Richard [4 ]
Pierangelo, Angelo [5 ]
Novikova, Tatiana [5 ]
Vassella, Erik [6 ]
Schucht, Philippe [3 ]
Hewer, Ekkehard [7 ]
Maragkou, Theoni [6 ]
机构
[1] Univ Bern, Inst Tissue Med & Pathol, CH-3008 Bern, Switzerland
[2] Univ Bern, Grad Sch Cellular & Biomed Sci, CH-3008 Bern, Switzerland
[3] Univ Bern, Bern Univ Hosp, Dept Neurosurg, Inselspital, CH-3010 Bern, Switzerland
[4] Univ Bern, Univ Inst Diagnost & Intervent Neuroradiol, Bern Univ Hosp, Support Ctr Adv Neuroimaging SCAN,Inselspital, CH-3010 Bern, Switzerland
[5] Ecole Polytech, LPICM, CNRS, Palaiseau, France
[6] Univ Bern, Inst Tissue Med & Pathol, CH-3008 Bern, Switzerland
[7] Univ Lausanne, Lausanne Univ Hosp, Inst Pathol, CH-1011 Lausanne, Switzerland
基金
瑞士国家科学基金会;
关键词
Tumors; Imaging; Brain; Polarimetry; Optical polarization; Optical imaging; Heterojunction bipolar transistors; Mueller polarimetry; brain tumors; neuropathology; image processing; neuro-oncology;
D O I
10.1109/TMI.2024.3413288
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Neuro-oncological surgery is the primary brain cancer treatment, yet it faces challenges with gliomas due to their invasiveness and the need to preserve neurological function. Hence, radical resection is often unfeasible, highlighting the importance of precise tumor margin delineation to prevent neurological deficits and improve prognosis. Imaging Mueller polarimetry, an effective modality in various organ tissues, seems a promising approach for tumor delineation in neurosurgery. To further assess its use, we characterized the polarimetric properties by analysing 45 polarimetric measurements of 27 fresh brain tumor samples, including different tumor types with a strong focus on gliomas. Our study integrates a wide-field imaging Mueller polarimetric system and a novel neuropathology protocol, correlating polarimetric and histological data for accurate tissue identification. An image processing pipeline facilitated the alignment and overlay of polarimetric images and histological masks. Variations in depolarization values were observed for grey and white matter of brain tumor tissue, while differences in linear retardance were seen only within white matter of brain tumor tissue. Notably, we identified pronounced optical axis azimuth randomization within tumor regions. This study lays the foundation for machine learning-based brain tumor segmentation algorithms using polarimetric data, facilitating intraoperative diagnosis and decision making.
引用
收藏
页码:4120 / 4132
页数:13
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