Optimising Knee Injury Detection with Spatial Attention and Validating Localisation Ability

Autor: Belton, Niamh, Welaratne, Ivan, Dahlan, Adil, Hearne, Ronan T, Hagos, Misgina Tsighe, Lawlor, Aonghus, Curran, Kathleen M.

Publikováno v: Medical Image Understanding and Analysis (2021) 71-86

This work employs a pre-trained, multi-view Convolutional Neural Network (CNN) with a spatial attention block to optimise knee injury detection. An open-source Magnetic Resonance Imaging (MRI) data set with image-level labels was leveraged for this a

Externí odkaz: http://arxiv.org/abs/2108.08136

One Department’s Experience of the Effects of the Ukraine War on Refugees with Breast Cancer

Autor: Welaratne, Ivan

Learning objectives Background Findings and procedure details Conclusion Personal information and conflict of interest References
Learning objectives: To demonstrate the effect of the war on our Breast Department and on the patients who attended

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9cef522eb0a8ee28395f8cd75d0cc818

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Incidental cardiac uptake in bone scintigraphy: increased importance and association with cardiac amyloidosis.

Autor: Delaney FT; Department of Radiology, Mater Misericordiae University Hospital, Dublin, Ireland., Dempsey P; Department of Radiology, Mater Misericordiae University Hospital, Dublin, Ireland., Welaratne I; Department of Radiology, Mater Misericordiae University Hospital, Dublin, Ireland., Buckley B; Department of Radiology, Mater Misericordiae University Hospital, Dublin, Ireland., O'Sullivan D; Department of Radiology, Mater Misericordiae University Hospital, Dublin, Ireland., O'Connell M; Department of Radiology, Mater Misericordiae University Hospital, Dublin, Ireland.

Publikováno v: BJR case reports [BJR Case Rep] 2021 Jan 19; Vol. 7 (3), pp. 20200161. Date of Electronic Publication: 2021 Jan 19 (Print Publication: 2021).