4 citations · 5 across the 4 of their papers we have counts for
4 papers
Enhancing the Safety of Medical Vision-Language Models by Synthetic Demonstrations
Zhiyu Xue, Reza Abbasi-Asl, Ramtin Pedarsani
Generative medical vision-language models~(Med-VLMs) are primarily designed to generate complex textual information~(e.g., diagnostic reports) from multimodal inputs including visi…
Opportunities in deep learning methods development for computational biology
Alex Jihun Lee, Reza Abbasi-Asl
Advances in molecular technologies underlie an enormous growth in the size of data sets pertaining to biology and biomedicine. These advances parallel those in the deep learning su…
Machine Learning for Uncovering Biological Insights in Spatial Transcriptomics Data
Alex J. Lee, Robert Cahill, Reza Abbasi-Asl
Development and homeostasis in multicellular systems both require exquisite control over spatial molecular pattern formation and maintenance. Advances in spatially-resolved and hig…
Multi-Stage Prototype Learning for Interpretable Time Series Classification
Bhavesh Kalisetti, Vincent Wang, Gaurav R. Ghosal +2
Deep learning methods are powerful tools in classifying multivariate time series data. Despite their high performance, these methods are hard to interpret, which diminishes their a…