107 citations · 225 across the 8 of their papers we have counts for
9 papers
Predicting Causal Effects from Natural Language Queries using Structured Representations
Giuliano Martinelli, Piriyakorn Piriyatamwong, Abelardo Carlos Martinez Lorenzo +7
Randomized controlled trials are a cornerstone of medicine and the social sciences as they enable reliable estimates of causal effects. However, they are costly and time-consuming…
Navigating Healthcare Insights: A Birds Eye View of Explainability with Knowledge Graphs
Satvik Garg, Shivam Parikh, Somya Garg
Knowledge graphs (KGs) are gaining prominence in Healthcare AI, especially in drug discovery and pharmaceutical research as they provide a structured way to integrate diverse infor…
A Birds Eye View on Knowledge Graph Embeddings, Software Libraries, Applications and Challenges
Satvik Garg, Dwaipayan Roy
In recent years, Knowledge Graph (KG) development has attracted significant researches considering the applications in web search, relation prediction, natural language processing,…
On Continuous Integration / Continuous Delivery for Automated Deployment of Machine Learning Models using MLOps
Satvik Garg, Pradyumn Pundir, Geetanjali Rathee +3
Model deployment in machine learning has emerged as an intriguing field of research in recent years. It is comparable to the procedure defined for conventional software development…
MOFit: A Framework to reduce Obesity using Machine learning and IoT
Satvik Garg, Pradyumn Pundir
From the past few years, due to advancements in technologies, the sedentary living style in urban areas is at its peak. This results in individuals getting a victim of obesity at a…
Towards a Multimodal System for Precision Agriculture using IoT and Machine Learning
Satvik Garg, Pradyumn Pundir, Himanshu Jindal +2
Precision agriculture system is an arising idea that refers to overseeing farms utilizing current information and communication technologies to improve the quantity and quality of…
Evaluation of Time Series Forecasting Models for Estimation of PM2.5 Levels in Air
Satvik Garg, Himanshu Jindal
Air contamination in urban areas has risen consistently over the past few years. Due to expanding industrialization and increasing concentration of toxic gases in the climate, the…
Drug Recommendation System based on Sentiment Analysis of Drug Reviews using Machine Learning
Satvik Garg
Since coronavirus has shown up, inaccessibility of legitimate clinical resources is at its peak, like the shortage of specialists, healthcare workers, lack of proper equipment and…
Prediction of lung and colon cancer through analysis of histopathological images by utilizing Pre-trained CNN models with visualization of class activation and saliency maps
Satvik Garg, Somya Garg
Colon and Lung cancer is one of the most perilous and dangerous ailments that individuals are enduring worldwide and has become a general medical problem. To lessen the risk of dea…