12 citations · 20 across the 5 of their papers we have counts for
5 papers
Night-Window Batching versus Carbon-Aware Scheduling for Clinical AI GPU Workloads
Nishi Doshi, Shrey Shah
Hospitals run more machine learning on GPUs while the carbon footprint of grid electricity rises and falls through the day. Using a computer simulation, we compare scheduling…
Diabetic Retinopathy Classification using Downscaling Algorithms and Deep Learning
Nishi Doshi, Urvi Oza, Pankaj Kumar
Diabetic Retinopathy (DR) is an art and science of recording and classifying the retinal images of a diabetic patient. DR classification deals with classifying retinal fundus image…
A Cascaded Edge-Cloud Architecture for Automated Diabetic Retinopathy Screening
Nishi Doshi, Shrey Shah
Diabetic Retinopathy (DR) is one of the leading causes of preventable blindness, and automated screening can help extend specialist capacity in resource-constrained clinical workfl…
Strategizing University Rank Improvement using Interpretable Machine Learning and Data Visualization
Nishi Doshi, Samhitha Gundam, Bhaskar Chaudhury
Annual ranking of higher educational institutions (HEIs) is a global phenomenon and have significant impact on higher education landscape. Most of the HEIs pay close attention to r…
Image Aesthetics Assessment using Multi Channel Convolutional Neural Networks
Nishi Doshi, Gitam Shikhenawis, Suman K Mitra
Image Aesthetics Assessment is one of the emerging domains in research. The domain deals with classification of images into categories depending on the basis of how pleasant they a…