Publications by authors named "Scott Lundberg"

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Interpretable machine learning prediction of all-cause mortality.
Wei Qiu, Hugh Chen, Ayse Berceste Dincer, Scott Lundberg, Matt Kaeberlein

Commun Med (Lond)· October 2022

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Explaining a series of models by propagating Shapley values.
Hugh Chen, Scott M Lundberg, Su-In Lee

Nat Commun· August 2022

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Forecasting adverse surgical events using self-supervised transfer learning for physiological signals.
Hugh Chen, Scott M Lundberg, Gabriel Erion, Jerry H Kim, Su-In Lee

NPJ Digit Med· December 2021

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From Local Explanations to Global Understanding with Explainable AI for Trees.
Scott M Lundberg, Gabriel Erion, Hugh Chen, Alex DeGrave, Jordan M Prutkin

Nat Mach Intell· January 2020

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AIControl: replacing matched control experiments with machine learning improves ChIP-seq peak identification.
Naozumi Hiranuma, Scott M Lundberg, Su-In Lee

Nucleic Acids Res· June 2019

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Explainable machine-learning predictions for the prevention of hypoxaemia during surgery.
Scott M Lundberg, Bala Nair, Monica S Vavilala, Mayumi Horibe, Michael J Eisses

Nat Biomed Eng· October 2018

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A machine learning approach to integrate big data for precision medicine in acute myeloid leukemia.
Su-In Lee, Safiye Celik, Benjamin A Logsdon, Scott M Lundberg, Timothy J Martins

Nat Commun· January 2018

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Commentary.
Scott Lundberg

Ann Emerg Med· July 2017

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Wide Variability in Emergency Physician Admission Rates: A Target to Reduce Costs Without Compromising Quality.
Jeffrey J Guterman, Scott R Lundberg, Geoffrey P Scheib, Sandra G Gross-Schulman, Mark J Richman

West J Emerg Med· September 2016

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ChromNet: Learning the human chromatin network from all ENCODE ChIP-seq data.
Scott M Lundberg, William B Tu, Brian Raught, Linda Z Penn, Michael M Hoffman

Genome Biol· April 2016

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Cost-effectiveness of a hospitalist service in a public teaching hospital.
Scott Lundberg, Peter Balingit, Soma Wali, Dennis Cope

Acad Med· August 2010

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Attaining resident duty hours compliance: the acute care nurse practitioners program at Olive View-UCLA Medical Center.
Scott Lundberg, Soma Wali, Peggy Thomas, Dennis Cope

Acad Med· December 2006

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High stiffness of human digital flexor tendons is suited for precise finger positional control.
Samuel R Ward, Gregory J Loren, Scott Lundberg, Richard L Lieber

J Neurophysiol· November 2006

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