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pro vyhledávání: '"Wijethilake, Navodini"'
Autor:
Wijethilake, Navodini, Connor, Steve, Oviedova, Anna, Burger, Rebecca, Vercauteren, Tom, Shapey, Jonathan
Vestibular Schwannoma is a benign brain tumour that grows from one of the balance nerves. Patients may be treated by surgery, radiosurgery or with a conservative "wait-and-scan" strategy. Clinicians typically use manually extracted linear measurement
Externí odkaz:
http://arxiv.org/abs/2310.19392
Autor:
Wijethilake, Navodini, Anandakumar, Mithunjha, Zheng, Cheng, So, Peter T. C., Yildirim, Murat, Wadduwage, Dushan N.
Limited throughput is a key challenge in in-vivo deep-tissue imaging using nonlinear optical microscopy. Point scanning multiphoton microscopy, the current gold standard, is slow especially compared to the wide-field imaging modalities used for optic
Externí odkaz:
http://arxiv.org/abs/2210.10892
Autor:
Wijethilake, Navodini, Kujawa, Aaron, Dorent, Reuben, Asad, Muhammad, Oviedova, Anna, Vercauteren, Tom, Shapey, Jonathan
Vestibular Schwannoma (VS) typically grows from the inner ear to the brain. It can be separated into two regions, intrameatal and extrameatal respectively corresponding to being inside or outside the inner ear canal. The growth of the extrameatal reg
Externí odkaz:
http://arxiv.org/abs/2208.04680
Autor:
Islam, Mobarakol, VS, Vibashan, Jose, V Jeya Maria, Wijethilake, Navodini, Utkarsh, Uppal, Ren, Hongliang
In this work, we develop an attention convolutional neural network (CNN) to segment brain tumors from Magnetic Resonance Images (MRI). Further, we predict the survival rate using various machine learning methods. We adopt a 3D UNet architecture and i
Externí odkaz:
http://arxiv.org/abs/2104.00985
The accurate prognosis of Glioblastoma Multiforme (GBM) plays an essential role in planning correlated surgeries and treatments. The conventional models of survival prediction rely on radiomic features using magnetic resonance imaging (MRI). In this
Externí odkaz:
http://arxiv.org/abs/2104.01149
Autor:
De Silva, Ashwin, Perera, Malsha V., Wijethilake, Navodini, Jayasinghe, Saroj, Nanayakkara, Nuwan D., De Silva, Anjula
Systemic diseases such as diabetes, hypertension, atherosclerosis are among the leading causes of annual human mortality rate. It is suggested that retinal and conjunctival vascular tortuosity is a potential biomarker for such systemic diseases. Most
Externí odkaz:
http://arxiv.org/abs/2101.00435
Gliomas are lethal type of central nervous system tumors with a poor prognosis. Recently, with the advancements in the micro-array technologies thousands of gene expression related data of glioma patients are acquired, leading for salient analysis in
Externí odkaz:
http://arxiv.org/abs/2011.00659
Autor:
Wijethilake, Navodini, Islam, Mobarakol, Meedeniya, Dulani, Chitraranjan, Charith, Perera, Indika, Ren, Hongliang
Glioblastoma is the most malignant type of central nervous system tumor with GBM subtypes cleaved based on molecular level gene alterations. These alterations are also happened to affect the histology. Thus, it can cause visible changes in images, su
Externí odkaz:
http://arxiv.org/abs/2010.14068
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Akademický článek
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