Zobrazeno 1 - 10
of 2 196
pro vyhledávání: '"Trucco, P."'
Autor:
Gibbon, Samuel, Muniz-Terrera, Graciela, Yii, Fabian SL, Hamid, Charlene, Cox, Simon, Maccormick, Ian JC, Tatham, Andrew J, Ritchie, Craig, Trucco, Emanuele, Dhillon, Baljean, MacGillivray, Thomas J
Purpose: To develop an automatic method of quantifying optic disc pallor in fundus photographs and determine associations with peripapillary retinal nerve fibre layer (pRNFL) thickness. Methods: We used deep learning to segment the optic disc, fovea,
Externí odkaz:
http://arxiv.org/abs/2311.07213
Autor:
Fontanella, Alessandro, Li, Wenwen, Mair, Grant, Antoniou, Antreas, Platt, Eleanor, Armitage, Paul, Trucco, Emanuele, Wardlaw, Joanna, Storkey, Amos
Computed Tomography (CT) is commonly used to image acute ischemic stroke (AIS) patients, but its interpretation by radiologists is time-consuming and subject to inter-observer variability. Deep learning (DL) techniques can provide automated CT brain
Externí odkaz:
http://arxiv.org/abs/2309.17320
Autor:
Fontanella, Alessandro, Li, Wenwen, Mair, Grant, Antoniou, Antreas, Platt, Eleanor, Martin, Chloe, Armitage, Paul, Trucco, Emanuele, Wardlaw, Joanna, Storkey, Amos
Despite the large amount of brain CT data generated in clinical practice, the availability of CT datasets for deep learning (DL) research is currently limited. Furthermore, the data can be insufficiently or improperly prepared for machine learning an
Externí odkaz:
http://arxiv.org/abs/2309.15081
Segmentation masks of pathological areas are useful in many medical applications, such as brain tumour and stroke management. Moreover, healthy counterfactuals of diseased images can be used to enhance radiologists' training files and to improve the
Externí odkaz:
http://arxiv.org/abs/2308.02062
Autor:
Fontanella, Alessandro, Antoniou, Antreas, Li, Wenwen, Wardlaw, Joanna, Mair, Grant, Trucco, Emanuele, Storkey, Amos
Publikováno v:
Proceedings of the 40th International Conference on Machine Learning, PMLR 202:10153-10169, 2023
In some medical imaging tasks and other settings where only small parts of the image are informative for the classification task, traditional CNNs can sometimes struggle to generalise. Manually annotated Regions of Interest (ROI) are sometimes used t
Externí odkaz:
http://arxiv.org/abs/2303.15421
Arthroscopic device with bendable tip for the controlled extrusion of hydrogels on cartilage defects
Autor:
Daniele Guarnera, Francesco Restaino, Lorenzo Vannozzi, Diego Trucco, Tommaso Mazzocchi, Michał Worwąg, Tomasz Gapinski, Gina Lisignoli, Stefano Zaffagnini, Alessandro Russo, Leonardo Ricotti
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-19 (2024)
Abstract Advanced tools for the in situ treatment of articular cartilage lesions are attracting a growing interest in both surgery and bioengineering communities. The interest is particularly high concerning the delivery of cell-laden hydrogels. The
Externí odkaz:
https://doaj.org/article/b6877b6e25db4deeba9894c0f26c1fd7
Colorectal cancer is the third most common cause of cancer death worldwide. Optical colonoscopy is the gold standard for detecting colorectal cancer; however, about 25 percent of polyps are missed during the procedure. A vision-based autonomous endor
Externí odkaz:
http://arxiv.org/abs/2301.08157
Publikováno v:
Medicina Clínica Práctica, Vol 7, Iss 4, Pp 100450- (2024)
Externí odkaz:
https://doaj.org/article/ac0349074bf7423f9f6c08b11d775ce7
Autor:
Bobrovskiy, Vadim, Galvis, Juan, Kaplin, Alexey, Sinitsyn, Alexander, Tognoli, Marco, Trucco, Paolo
In the study, we address the mathematical problem of proton migration in the Earth's mantle and suggest a prototype for exploring the Earth's interior to map the effects of superionic proton conduction. The problem can be mathematically solved by der
Externí odkaz:
http://arxiv.org/abs/2206.07133
Autor:
Samuel Gibbon, Audrey Low, Charlene Hamid, Megan Reid‐Schachter, Graciela Muniz‐Terrera, Craig W. Ritchie, Emanuele Trucco, Baljean Dhillon, John T. O'Brien, Thomas J. MacGillivray
Publikováno v:
Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring, Vol 16, Iss 3, Pp n/a-n/a (2024)
Abstract INTRODUCTION We tested associations between two retinal measures (optic disc pallor, peripapillary retinal nerve fiber layer [pRNFL] thickness) and four magnetic resonance imaging markers of cerebral small vessel disease (SVD; lacunes, micro
Externí odkaz:
https://doaj.org/article/006d8ce2e61e4c85bb65cafe6f2ab547