Nisha Bansal

From local explanations to global understanding with explainable AI for trees

Scott Lundberg, Gabriel Erion, Hugh Chen et al. · Nature Machine Intelligence · 2020 · 8.9K citations · Full text

Computing, Computer Science, Data Science +16

Target genes, variants, tissues and transcriptional pathways influencing human serum urate levels

Adrienne Tin, Jonathan Marten, Victoria L. Halperin Kuhns et al. · Nature Genetics · 2019 · 430 citations · Full text

Life Sciences, Genetics, Molecular Biology +9

Cardiovascular Outcomes and All-Cause Mortality: Exploring the Interaction Between CKD and Cardiovascular Disease

Daniel E. Weiner, Sayed Tabatabai, Hocine Tighiouart et al. · American Journal of Kidney Diseases · 2006 · 340 citations · Full text

Medicine, Cardiology, Chronic Disease Prevention +16

Chronic kidney disease and arrhythmias: conclusions from a Kidney Disease: Improving Global Outcomes (KDIGO) Controversies Conference

Mintu P. Turakhia, Peter J. Blankestijn, Juan Jesús Carrero et al. · European Heart Journal · 2018 · 286 citations · Full text

Medicine, Cardiology, Nephrology +17

Explainable AI for Trees: From Local Explanations to Global Understanding

Scott Lundberg, Gabriel Erion, Hugh Chen et al. · arXiv (Cornell University) · 2019 · 263 citations · Full text

Computing, Computer Science, Data Science +17