Janizek, Joseph D.

Accurate classification of BRCA1 variants with saturation genome editing

Findlay, G. M., Daza, R. M., Martin, B., Zhang, M. D., Leith, A. P., Gasperini, M., Janizek, J. D., Huang, X., Starita, L. M., & Shendure, J. (2018) · Nature

BRCA gene mutations in cancerGenomics and Rare Diseases

Cited by 843

AI for radiographic COVID-19 detection selects shortcuts over signal

DeGrave, A. J., Janizek, J. D., & Lee, S.-I. (2021) · Nature Machine Intelligence

COVID-19 diagnosis using AIExplainable Artificial Intelligence (XAI)

Cited by 631

Improving performance of deep learning models with axiomatic attribution priors and expected gradients

Erion, G., Janizek, J. D., Sturmfels, P., Lundberg, S. M., & Lee, S.-I. (2021) · Nature Machine Intelligence

Explainable Artificial Intelligence (XAI)Advanced Neural Network Applications

Cited by 300

LAB-Bench: Measuring Capabilities of Language Models for Biology Research

Laurent, J. M., Janizek, J. D., Ruzo, M., Hinks, M. M., Hammerling, M. J., Narayanan, S., Ponnapati, M., White, A. D., & Rodriques, S. G. (2024) · arXiv

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 21