Ideas put to the test.
Machine learning in healthcare, generative models, and image compression.
2025
Predicting All-Cause Hospital Readmissions from Medical Claims Data
Machine learning models for identifying factors associated with preventable hospital readmissions.
2019
Generative Neural Networks for Tomographic Synthesis
Synthesizing tomographic views from a single frontal chest radiograph using deep generative models. Presented at RSNA.
2016
Lossy Image Compression via Frequent Sequence Mining
A clustering and sequence-mining approach to compression, published at IEEE INDICON.
2016
Frequent Pattern Mining Approach to Image Compression
Replacing parts of the traditional JPEG pipeline with clustering and closed frequent sequence mining.