5 papers
Towards Fully Automated Segmentation of Rat Cardiac MRI by Leveraging Deep Learning Frameworks
Daniel Fernandez-Llaneza, Andrea Gondova, Harris Vince +5
Automated segmentation of human cardiac magnetic resonance datasets has been steadily improving during recent years. However, these methods are not directly applicable in preclinic…
Parallel Capsule Networks for Classification of White Blood Cells
Juan P. Vigueras-Guillén, Arijit Patra, Ola Engkvist +1
Capsule Networks (CapsNets) is a machine learning architecture proposed to overcome some of the shortcomings of convolutional neural networks (CNNs). However, CapsNets have mainly…
Contrastive Fairness in Machine Learning
Tapabrata Chakraborti, Arijit Patra, Alison Noble
Was it fair that Harry was hired but not Barry? Was it fair that Pam was fired instead of Sam? How can one ensure fairness when an intelligent algorithm takes these decisions inste…
Water quality information dissemination at real-time in South Africa using language modelling
Laing Lourens, Arijit Patra, Luqmaan Hassim +3
We present a conversational model to apprise users with limited access to computational resources about water quality and real-time accessibility for a given location. We used natu…
Sequential anatomy localization in fetal echocardiography videos
Arijit Patra, J. A. Noble
Fetal heart motion is an important diagnostic indicator for structural detection and functional assessment of congenital heart disease. We propose an approach towards integrating d…