35 citations · 46 across the 11 of their papers we have counts for
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Functional Space Variational Inference for Uncertainty Estimation in Computer Aided Diagnosis
Pranav Poduval, Hrushikesh Loya, Amit Sethi
Deep neural networks have revolutionized medical image analysis and disease diagnosis. Despite their impressive performance, it is difficult to generate well-calibrated probabilist…
Uncertainty Estimation in Cancer Survival Prediction
Hrushikesh Loya, Pranav Poduval, Deepak Anand +2
Survival models are used in various fields, such as the development of cancer treatment protocols. Although many statistical and machine learning models have been proposed to achie…
Some New Layer Architectures for Graph CNN
Shrey Gadiya, Deepak Anand, Amit Sethi
While convolutional neural networks (CNNs) have recently made great strides in supervised classification of data structured on a grid (e.g. images composed of pixel grids), in seve…