Jacob M. Luber

Multimodal Pathology Image Search Between H&E Slides and Multiplexed Immunofluorescent Images

2023 · arXiv (Cornell University)

We present an approach for multimodal pathology image search, using dynamic time warping (DTW) on Variational Autoencoder (VAE) latent space that is fed into a ranked choice voting scheme to retrieve multiplexed immunofluorescent imaging (mIF) …

Demonstration of an Adversarial Attack Against a Multimodal Vision Language Model for Pathology Imaging

2024

In the context of medical artificial intelligence, this study explores the vulnerabilities of the Pathology Language-Image Pretraining (PLIP) model, a Vision Language Foundation model, under targeted attacks. Leveraging the Kather Colon dataset with 7,180 H&E …