15 citations · 26 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 1 cited
Precision Anti-Cancer Drug Selection via Neural Ranking
Vishal Dey, Xia Ning
Personalized cancer treatment requires a thorough understanding of complex interactions between drugs and cancer cell lines in varying genetic and molecular contexts. To address th…
cs.LG2021★ 10 cited
Improving Compound Activity Classification via Deep Transfer and Representation Learning
Vishal Dey, Raghu Machiraju, Xia Ning
Recent advances in molecular machine learning, especially deep neural networks such as Graph Neural Networks (GNNs) for predicting structure activity relationships (SAR) have shown…
cs.IR2020★ 15 cited
A Pipeline to Understand Emerging Illness via Social Media Data Analysis: A Case Study on Breast Implant Illness
Vishal Dey, Peter Krasniak, Minh Nguyen +2
Background: A new illness could first come to the public attention over social media before it is medically defined, formally documented or systematically studied. One example is a…