Matthew Rosenblatt

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 6

Top Topics

Machine Learning

Countermeasures

Top Venues

Medical Image Anal.

EPIMI/ML-CDS@MICCAI

CLIP/FAIMI/EPIMI@MICCAI

Publications

Javid Dadashkarimi, Amin Karbasi, Qinghao Liang, Matthew Rosenblatt, Stephanie Noble, Maya Foster, Raimundo X. Rodriguez, Brendan Adkinson, Jean Ye, Huili Sun, Chris Camp, Michael Farruggia, Link Tejavibulya, Wei Dai, Rongtao Jiang, Angeliki Pollatou, Dustin Scheinost
Cross Atlas Remapping via Optimal Transport (CAROT): Creating connectomes for different atlases when raw data is not available. Medical Image Anal. 88 (2023)
Matthew Rosenblatt, Javid Dadashkarimi, Dustin Scheinost
Enhancement attacks in biomedical machine learning. CoRR (2023)
Matthew Rosenblatt, Javid Dadashkarimi, Dustin Scheinost
Gradient-Based Enhancement Attacks in Biomedical Machine Learning. CLIP/FAIMI/EPIMI@MICCAI (2023)
Javid Dadashkarimi, Matthew Rosenblatt, Amin Karbasi, Dustin Scheinost
Stacking multiple optimal transport policies to map functional connectomes. CISS (2023)
Matthew Rosenblatt, Raimundo X. Rodriguez, Margaret L. Westwater, Wei Dai, Corey Horien, Abigail S. Greene, R. Todd Constable, Stephanie Noble, Dustin Scheinost
Connectome-based machine learning models are vulnerable to subtle data manipulations. Patterns 4 (7) (2023)
Matthew Rosenblatt, Dustin Scheinost
Data Poisoning Attack and Defenses in Connectome-Based Predictive Models. EPIMI/ML-CDS@MICCAI (2022)