Klaus Mueller

Into the Void: Mapping the Unseen Gaps in High Dimensional Data

2025 · arXiv (Cornell University)

We present a comprehensive pipeline, augmented by a visual analytics system named ``GapMiner'', that is aimed at exploring and exploiting untapped opportunities within the empty areas of high-dimensional datasets. Our approach begins with an initial …

Synthesis of realistic medical images with pathologies using diffusion models with application to lung CT and mammography

2025

The scarcity of annotated medical images poses a significant challenge to developing and training accurate AI models for the detection of tumors and other pathologies. To address this, we introduce a novel method for synthesizing …