Lukas Weidener

VCBench evaluates single-cell foundation models across seven dimensions, finding baselines often outperform models, with TranscriptFormer showing unique strengths but tradeoffs.

CardioSafe predicts blocker activity for cardiac ion channels using a multi-task neural network and identifies test-set contamination in existing benchmarks.

This paper introduces ERAF-AI, a framework for evaluating early-stage biotechnology research using AI, showing improved prioritization over conventional methods.